# Awesome-ECCV2022-Low-Level-Vision A Collection of Papers and Codes in ECCV2022 related to Low-Level Vision ## Related collections for low-level vision - [CVPR2022-Low-Level-Vision](https://github.com/DarrenPan/CVPR2022-Low-Level-Vision) - [Awesome-AAAI2022-Low-Level-Vision](https://github.com/DarrenPan/Awesome-AAAI2022-Low-Level-Vision) - [Awesome-NeurIPS2021-Low-Level-Vision](https://github.com/DarrenPan/Awesome-NeurIPS2021-Low-Level-Vision) - [Awesome-ICCV2021-Low-Level-Vision](https://github.com/Kobaayyy/Awesome-ICCV2021-Low-Level-Vision) - [Awesome-CVPR2021/CVPR2020-Low-Level-Vision](https://github.com/Kobaayyy/Awesome-CVPR2021-CVPR2020-Low-Level-Vision) - [Awesome-ECCV2020-Low-Level-Vision](https://github.com/Kobaayyy/Awesome-ECCV2020-Low-Level-Vision) ## Catalogue - [Image Restoration](#ImageRetoration) - [Video Restoration](#VideoRestoration) - [Super Resolution](#SuperResolution) - [Image Super Resolution](#ImageSuperResolution) - [Video Super Resolution](#VideoSuperResolution) - [Denoising](#Denoising) - [Image Denoising](#ImageDenoising) - [Video Denoising](#VideoDenoising) - [Deblurring](#Deblurring) - [Image Deblurring](#ImageDeblurring) - [Video Deblurring](#VideoDeblurring) - [Image Decomposition](#Decomposition) - [Deraining](#Deraining) - [Dehazing](#Dehazing) - [Demoireing](#Demoireing) - [HDR Imaging / Multi-Exposure Image Fusion](#HDR) - [Image Fusion](#Fusion) - [Frame Interpolation](#FrameInterpolation) - [Spatial-Temporal Video Super-Resolution](#STVSR) - [Image Enhancement](#Enhancement) - [Low-Light Image Enhancement](#LowLight) - [Image Harmonization](#Harmonization) - [Image Completion/Inpainting](#Inpainting) - [Image Colorization](#Colorization) - [Image Matting](#Matting) - [Shadow Removal](#ShadowRemoval) - [Image Compression](#ImageCompression) - [Image Quality Assessment](#ImageQualityAssessment) - [Relighting](#Relighting) - [Style Transfer](#StyleTransfer) - [Image Editing](#ImageEditing) - [Image Generation/Synthesis/ Image-to-Image Translation](#ImageGeneration) - [Video Generation](#VideoGeneration) - [Others](#Others) # Image Restoration - 图像恢复 **Simple Baselines for Image Restoration** - Paper: https://arxiv.org/abs/2204.04676 - Code: https://github.com/megvii-research/NAFNet **D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration** - Paper: https://arxiv.org/abs/2207.03294 - Code: https://github.com/zhaoyuzhi/D2HNet **Seeing Far in the Dark with Patterned Flash** - Paper: https://arxiv.org/abs/2207.12570 - Code: https://github.com/zhsun0357/Seeing-Far-in-the-Dark-with-Patterned-Flash **BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks** - Paper: https://arxiv.org/abs/2207.06873 - Code: https://github.com/ExplainableML/BayesCap **Improving Image Restoration by Revisiting Global Information Aggregation** - Paper: https://arxiv.org/abs/2112.04491 - Code: https://github.com/megvii-research/TLC **Fast Two-step Blind Optical Aberration Correction** - Paper: https://arxiv.org/abs/2208.00950 - Code: https://github.com/teboli/fast_two_stage_psf_correction - Tags: Optical Aberration Correction **VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder** - Paper: https://arxiv.org/abs/2205.06803 - Code: https://github.com/TencentARC/VQFR - Tags: Blind Face Restoration **RAWtoBit: A Fully End-to-end Camera ISP Network** - Paper: https://arxiv.org/abs/2208.07639 - Tags: ISP and Image Compression **Transform your Smartphone into a DSLR Camera: Learning the ISP in the Wild** - Paper: https://arxiv.org/abs/2203.10636 - Code: https://github.com/4rdhendu/TransformPhone2DSLR - Tags: ISP **Single Frame Atmospheric Turbulence Mitigation: A Benchmark Study and A New Physics-Inspired Transformer Model** - Paper: https://arxiv.org/abs/2207.10040 - Code: https://github.com/VITA-Group/TurbNet - Tags: Atmospheric Turbulence Mitigation, Transformer **Modeling Mask Uncertainty in Hyperspectral Image Reconstruction** - Paper: https://arxiv.org/abs/2112.15362 - Code: https://github.com/Jiamian-Wang/mask_uncertainty_spectral_SCI - Tags: Hyperspectral Image Reconstruction **TAPE: Task-Agnostic Prior Embedding for Image Restoration** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3292_ECCV_2022_paper.php **DRCNet: Dynamic Image Restoration Contrastive Network** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6389_ECCV_2022_paper.php **ART-SS: An Adaptive Rejection Technique for Semi-Supervised Restoration for Adverse Weather-Affected Images** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4237_ECCV_2022_paper.php - Code: https://github.com/rajeevyasarla/ART-SS - Tags: Adverse Weather **Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4367_ECCV_2022_paper.php - Tags: Hyperspectral Image Restoration **Seeing through a Black Box: Toward High-Quality Terahertz Imaging via Subspace-and-Attention Guided Restoration** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6259_ECCV_2022_paper.php - Tags: Terahertz Imaging **JPEG Artifacts Removal via Contrastive Representation Learning** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/171_ECCV_2022_paper.php - Tags: JPEG Artifacts Removal **Zero-Shot Learning for Reflection Removal of Single 360-Degree Image** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6418_ECCV_2022_paper.php - Tags: Reflection Removal **Overexposure Mask Fusion: Generalizable Reverse ISP Multi-Step Refinement** - Paper: https://arxiv.org/abs/2210.11511 - Code: https://github.com/SenseBrainTech/overexposure-mask-reverse-ISP - Tagss: [Workshop], Reversed ISP ## Video Restoration **Video Restoration Framework and Its Meta-Adaptations to Data-Poor Conditions** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7533_ECCV_2022_paper.php # Super Resolution - 超分辨率 ## Image Super Resolution **ARM: Any-Time Super-Resolution Method** - Paper: https://arxiv.org/abs/2203.10812 - Code: https://github.com/chenbong/ARM-Net **Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networks** - Paper: https://arxiv.org/abs/2203.03844 - Code: https://github.com/zysxmu/DDTB **CADyQ : Contents-Aware Dynamic Quantization for Image Super Resolution** - Paper: https://arxiv.org/abs/2207.10345 - Code: https://github.com/Cheeun/CADyQ **Image Super-Resolution with Deep Dictionary** - Paper: https://arxiv.org/abs/2207.09228 - Code: https://github.com/shuntama/srdd **Perception-Distortion Balanced ADMM Optimization for Single-Image Super-Resolution** - Paper: https://arxiv.org/abs/2208.03324 - Code: https://github.com/Yuehan717/PDASR **Adaptive Patch Exiting for Scalable Single Image Super-Resolution** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2021_ECCV_2022_paper.php - Code: https://github.com/littlepure2333/APE **Learning Series-Parallel Lookup Tables for Efficient Image Super-Resolution** - Paper: https://arxiv.org/abs/2207.12987 - Code: https://github.com/zhjy2016/SPLUT - Tags: Efficient **MuLUT: Cooperating Mulitple Look-Up Tables for Efficient Image Super-Resolution** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/papers/136780234.pdf - Code: https://github.com/ddlee-cn/MuLUT - Tags: Efficient **Efficient Long-Range Attention Network for Image Super-resolution** - Paper: https://arxiv.org/abs/2203.06697 - Code: https://github.com/xindongzhang/ELAN **Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution** - Paper: https://arxiv.org/abs/2207.12577 - Code: https://github.com/wuyushuwys/compiler-aware-nas-sr **Restore Globally, Refine Locally: A Mask-Guided Scheme to Accelerate Super-Resolution Networks** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4417_ECCV_2022_paper.php - Code: https://github.com/huxiaotaostasy/MGA-scheme **Learning Mutual Modulation for Self-Supervised Cross-Modal Super-Resolution** - Paper: https://arxiv.org/abs/2207.09156 - Code: https://github.com/palmdong/MMSR - Tags: Self-Supervised **Self-Supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations** - Paper: https://arxiv.org/abs/2203.01325 - Code: https://github.com/cszhilu1998/SelfDZSR - Tags: Self-Supervised, Reference-based **Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution** - Paper: http://www4.comp.polyu.edu.hk/~cslzhang/paper/ECCV2022_DASR.pdf - Code: https://github.com/csjliang/DASR - Tags: Real-World **D2C-SR: A Divergence to Convergence Approach for Real-World Image Super-Resolution** - Paper: https://arxiv.org/abs/2103.14373 - Code: https://github.com/megvii-research/D2C-SR - Tag: Real-World **MM-RealSR: Metric Learning based Interactive Modulation for Real-World Super-Resolution** - Paper: https://arxiv.org/abs/2205.05065 - Code: https://github.com/TencentARC/MM-RealSR - Tag: Real-World **KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution** - Paper: https://arxiv.org/abs/2209.10305 - Code: https://github.com/jiahong-fu/KXNet - Tags: Blind **From Face to Natural Image: Learning Real Degradation for Blind Image Super-Resolution** - Paper: https://arxiv.org/abs/2210.00752 - Code: https://github.com/csxmli2016/ReDegNet - Tags: Blind **Unfolded Deep Kernel Estimation for Blind Image Super-Resolution** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3484_ECCV_2022_paper.php - Code: https://github.com/natezhenghy/UDKE - Tags: Blind **Uncertainty Learning in Kernel Estimation for Multi-stage Blind Image Super-Resolution** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1649_ECCV_2022_paper.php - Tags: Blind **Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images** - Paper: https://arxiv.org/abs/2210.04198 - Code: https://github.com/HaomingCai/SRPO - Tags: Rasterized Images **Reference-based Image Super-Resolution with Deformable Attention Transformer** - Paper: https://arxiv.org/abs/2207.11938 - Code: https://github.com/caojiezhang/DATSR - Tags: Reference-based, Transformer **RRSR:Reciprocal Reference-Based Image Super-Resolution with Progressive Feature Alignment and Selection** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7808_ECCV_2022_paper.php - Tags: Reference-based **Boosting Event Stream Super-Resolution with a Recurrent Neural Network** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/248_ECCV_2022_paper.php - Tags: Event **HST: Hierarchical Swin Transformer for Compressed Image Super-resolution** - Paper: https://arxiv.org/abs/2208.09885 - Tags: [Workshop-AIM2022] **Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration** - Paper: https://arxiv.org/abs/2209.11345 - Code: https://github.com/mv-lab/swin2sr - Tags: [Workshop-AIM2022] **Fast Nearest Convolution for Real-Time Efficient Image Super-Resolution** - Paper: https://arxiv.org/abs/2208.11609 - Code: https://github.com/Algolzw/NCNet - Tags: [Workshop-AIM2022] ## Video Super Resolution **Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution** - Paper: https://arxiv.org/abs/2208.03012 - Code: https://github.com/researchmm/FTVSR - Tags: Compressed Video SR **A Codec Information Assisted Framework for Efficient Compressed Video Super-Resolution** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6420_ECCV_2022_paper.php - Tags: Compressed Video SR **Real-RawVSR: Real-World Raw Video Super-Resolution with a Benchmark Dataset** - Paper: https://arxiv.org/abs/2209.12475 - Code: https://github.com/zmzhang1998/Real-RawVSR # Denoising - 去噪 ## Image Denoising **Deep Semantic Statistics Matching (D2SM) Denoising Network** - Paper: https://arxiv.org/abs/2207.09302 - Code: https://github.com/MKFMIKU/d2sm **Fast and High Quality Image Denoising via Malleable Convolution** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3257_ECCV_2022_paper.php ## Video Denoising **Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-ahead Forward Ones** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4024_ECCV_2022_paper.php - Code: https://github.com/nagejacob/FloRNN **TempFormer: Temporally Consistent Transformer for Video Denoising** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6092_ECCV_2022_paper.php - Tags: Transformer # Deblurring - 去模糊 ## Image Deblurring **Learning Degradation Representations for Image Deblurring** - Paper: https://arxiv.org/abs/2208.05244 - Code: https://github.com/dasongli1/Learning_degradation **Stripformer: Strip Transformer for Fast Image Deblurring** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4651_ECCV_2022_paper.php - Tags: Transformer **Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance** - Paper: https://arxiv.org/abs/2207.10123 - Code: https://github.com/zzh-tech/Animation-from-Blur - Tags: recovering detailed motion from a single motion-blurred image **United Defocus Blur Detection and Deblurring via Adversarial Promoting Learning** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3308_ECCV_2022_paper.php - Code: https://github.com/wdzhao123/APL - Tags: Defocus Blur **Realistic Blur Synthesis for Learning Image Deblurring** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6325_ECCV_2022_paper.php - Tags: Blur Synthesis **Event-based Fusion for Motion Deblurring with Cross-modal Attention** - Paper:https://arxiv.org/abs/2112.00167 - Code: https://github.com/AHupuJR/EFNet - Tags: Event-based **Event-Guided Deblurring of Unknown Exposure Time Videos** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3601_ECCV_2022_paper.php - Tags: Event-based ## Video Deblurring **Spatio-Temporal Deformable Attention Network for Video Deblurring** - Paper: https://arxiv.org/abs/2207.10852 - Code: https://github.com/huicongzhang/STDAN **Efficient Video Deblurring Guided by Motion Magnitude** - Paper: https://arxiv.org/abs/2207.13374 - Code: https://github.com/sollynoay/MMP-RNN **ERDN: Equivalent Receptive Field Deformable Network for Video Deblurring** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4085_ECCV_2022_paper.php - Code: https://github.com/TencentCloud/ERDN **DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting** - Paper: https://arxiv.org/abs/2111.09985 - Code: https://github.com/JihyongOh/DeMFI - Tags: Joint Deblurring and Frame Interpolation **Towards Real-World Video Deblurring by Exploring Blur Formation Process** - Paper: https://arxiv.org/abs/2208.13184 - Tags: [Workshop-AIM2022] # Image Decomposition **Blind Image Decomposition** - Paper: https://arxiv.org/abs/2108.11364 - Code: https://github.com/JunlinHan/BID # Deraining - 去雨 **Not Just Streaks: Towards Ground Truth for Single Image Deraining** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1506_ECCV_2022_paper.php - Code: https://github.com/UCLA-VMG/GT-RAIN **Rethinking Video Rain Streak Removal: A New Synthesis Model and a Deraining Network with Video Rain Prior** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6798_ECCV_2022_paper.php - Code: https://github.com/wangshauitj/RDD-Net # Dehazing - 去雾 **Frequency and Spatial Dual Guidance for Image Dehazing** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4734_ECCV_2022_paper.php - Code: https://github.com/yuhuUSTC/FSDGN **Perceiving and Modeling Density for Image Dehazing** - Paper: https://arxiv.org/abs/2111.09733 - Code: https://github.com/Owen718/ECCV22-Perceiving-and-Modeling-Density-for-Image-Dehazing **Boosting Supervised Dehazing Methods via Bi-Level Patch Reweighting** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1346_ECCV_2022_paper.php **Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/255_ECCV_2022_paper.php # Demoireing - 去摩尔纹 **Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing** - Paper: https://arxiv.org/abs/2207.09935 - Code: https://github.com/XinYu-Andy/uhdm-page # HDR Imaging / Multi-Exposure Image Fusion - HDR图像生成 / 多曝光图像融合 **Exposure-Aware Dynamic Weighted Learning for Single-Shot HDR Imaging** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6250_ECCV_2022_paper.php - Code: https://github.com/viengiaan/EDWL **Ghost-free High Dynamic Range Imaging with Context-aware Transformer** - Paper: https://arxiv.org/abs/2208.05114 - Code: https://github.com/megvii-research/HDR-Transformer **Selective TransHDR: Transformer-Based Selective HDR Imaging Using Ghost Region Mask** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6670_ECCV_2022_paper.php **HDR-Plenoxels: Self-Calibrating High Dynamic Range Radiance Fields** - Paper: https://arxiv.org/abs/2208.06787 - Code: https://github.com/postech-ami/HDR-Plenoxels **Towards Real-World HDRTV Reconstruction: A Data Synthesis-Based Approach** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4873_ECCV_2022_paper.php # Image Fusion **FusionVAE: A Deep Hierarchical Variational Autoencoder for RGB Image Fusion** - Paper: https://arxiv.org/abs/2209.11277 **Recurrent Correction Network for Fast and Efficient Multi-modality Image Fusion** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3864_ECCV_2022_paper.php - Code: https://github.com/MisakiCoca/ReCoNet **Neural Image Representations for Multi-Image Fusion and Layer Separation** - Paper: https://arxiv.org/abs/2108.01199 - Code: https://shnnam.github.io/research/nir/ **Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4260_ECCV_2022_paper.php - Code: https://github.com/erfect2020/DecompositionForFusion # Frame Interpolation - 插帧 **Real-Time Intermediate Flow Estimation for Video Frame Interpolation** - Paper: https://arxiv.org/abs/2011.06294 - Code: https://github.com/hzwer/ECCV2022-RIFE **FILM: Frame Interpolation for Large Motion** - Paper: https://arxiv.org/abs/2202.04901 - Code: https://github.com/google-research/frame-interpolation **Video Interpolation by Event-driven Anisotropic Adjustment of Optical Flow** - Paper: https://arxiv.org/abs/2208.09127 **Learning Cross-Video Neural Representations for High-Quality Frame Interpolation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2565_ECCV_2022_paper.php **Deep Bayesian Video Frame Interpolation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1287_ECCV_2022_paper.php - Code: https://github.com/Oceanlib/DBVI **A Perceptual Quality Metric for Video Frame Interpolation** - Paper: https://arxiv.org/abs/2210.01879 - Code: https://github.com/hqqxyy/VFIPS **DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting** - Paper: https://arxiv.org/abs/2111.09985 - Code: https://github.com/JihyongOh/DeMFI - Tags: Joint Deblurring and Frame Interpolation ## Spatial-Temporal Video Super-Resolution **Towards Interpretable Video Super-Resolution via Alternating Optimization** - Paper: https://arxiv.org/abs/2207.10765 - Code: https://github.com/caojiezhang/DAVSR # Image Enhancement - 图像增强 **Local Color Distributions Prior for Image Enhancement** - Paper: https://www.cs.cityu.edu.hk/~rynson/papers/eccv22b.pdf - Code: https://github.com/hywang99/LCDPNet **SepLUT: Separable Image-adaptive Lookup Tables for Real-time Image Enhancement** - Paper: https://arxiv.org/abs/2207.08351 **Neural Color Operators for Sequential Image Retouching** - Paper: https://arxiv.org/abs/2207.08080 - Code: https://github.com/amberwangyili/neurop **Deep Fourier-Based Exposure Correction Network with Spatial-Frequency Interaction** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4678_ECCV_2022_paper.php - Tags: Exposure Correction **Uncertainty Inspired Underwater Image Enhancement** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3298_ECCV_2022_paper.php - Tags: Underwater Image Enhancement **NEST: Neural Event Stack for Event-Based Image Enhancement** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2730_ECCV_2022_paper.php - Tags: Event-Based ## Low-Light Image Enhancement **LEDNet: Joint Low-light Enhancement and Deblurring in the Dark** - Paper: https://arxiv.org/abs/2202.03373 - Code: https://github.com/sczhou/LEDNet **Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression** - Paper: https://arxiv.org/abs/2207.10564 - Code: https://github.com/jinyeying/night-enhancement # Image Harmonization - 图像协调 **Harmonizer: Learning to Perform White-Box Image and Video Harmonization** - Paper: https://arxiv.org/abs/2207.01322 - Code: https://github.com/ZHKKKe/Harmonizer **DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization** - Paper: https://arxiv.org/abs/2207.04788 - Code: https://github.com/rockeyben/DCCF **Semantic-Guided Multi-Mask Image Harmonization** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3151_ECCV_2022_paper.php - Code: https://github.com/XuqianRen/Semantic-guided-Multi-mask-Image-Harmonization **Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization** - Paper: https://arxiv.org/abs/2109.05750 - Code: https://github.com/stefanLeong/S2CRNet # Image Completion/Inpainting - 图像修复 **Learning Prior Feature and Attention Enhanced Image Inpainting** - Paper: https://arxiv.org/abs/2208.01837 - Code: https://github.com/ewrfcas/MAE-FAR **Perceptual Artifacts Localization for Inpainting** - Paper: https://arxiv.org/abs/2208.03357 - Code: https://github.com/owenzlz/PAL4Inpaint **High-Fidelity Image Inpainting with GAN Inversion** - Paper: https://arxiv.org/abs/2208.11850 **Unbiased Multi-Modality Guidance for Image Inpainting** - Paper: https://arxiv.org/abs/2208.11844 **Image Inpainting with Cascaded Modulation GAN and Object-Aware Training** - Paper: https://arxiv.org/abs/2203.11947 - Code: https://github.com/htzheng/CM-GAN-Inpainting **Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5789_ECCV_2022_paper.php **Diverse Image Inpainting with Normalizing Flow** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2814_ECCV_2022_paper.php **Hourglass Attention Network for Image Inpainting** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3369_ECCV_2022_paper.php **Perceptual Artifacts Localization for Inpainting** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2153_ECCV_2022_paper.php **Don't Forget Me: Accurate Background Recovery for Text Removal via Modeling Local-Global Context** - Paper: https://arxiv.org/abs/2207.10273 - Code: https://github.com/lcy0604/CTRNet - Tags: Text Removal **The Surprisingly Straightforward Scene Text Removal Method with Gated Attention and Region of Interest Generation: A Comprehensive Prominent Model Analysis** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4705_ECCV_2022_paper.php - Code: https://github.com/naver/garnet - Tags: Text Removal ## Video Inpainting **Error Compensation Framework for Flow-Guided Video Inpainting** - Paper: https://arxiv.org/abs/2207.10391 **Flow-Guided Transformer for Video Inpainting** - Paper: https://arxiv.org/abs/2208.06768 - Code: https://github.com/hitachinsk/FGT # Image Colorization - 图像上色 **Eliminating Gradient Conflict in Reference-based Line-art Colorization** - Paper: https://arxiv.org/abs/2207.06095 - Code: https://github.com/kunkun0w0/SGA **Bridging the Domain Gap towards Generalization in Automatic Colorization** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7304_ECCV_2022_paper.php - Code: https://github.com/Lhyejin/DG-Colorization **CT2: Colorization Transformer via Color Tokens** - Paper: https://ci.idm.pku.edu.cn/Weng_ECCV22b.pdf - Code: https://github.com/shuchenweng/CT2 **PalGAN: Image Colorization with Palette Generative Adversarial Networks** - Paper: https://arxiv.org/abs/2210.11204 - Code: https://github.com/shepnerd/PalGAN **BigColor: Colorization using a Generative Color Prior for Natural Images** - Paper: https://kimgeonung.github.io/assets/bigcolor/bigcolor_main.pdf - Code: https://github.com/KIMGEONUNG/BigColor **Semantic-Sparse Colorization Network for Deep Exemplar-Based Colorization** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/820_ECCV_2022_paper.php **ColorFormer: Image Colorization via Color Memory Assisted Hybrid-Attention Transformer** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3385_ECCV_2022_paper.php **L-CoDer: Language-Based Colorization with Color-Object Decoupling Transformer** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2424_ECCV_2022_paper.php **Colorization for In Situ Marine Plankton Images** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6905_ECCV_2022_paper.php # Image Matting - 图像抠图 **TransMatting: Enhancing Transparent Objects Matting with Transformers** - Paper: https://arxiv.org/abs/2208.03007 - Code: https://github.com/AceCHQ/TransMatting **One-Trimap Video Matting** - Paper: https://arxiv.org/abs/2207.13353 - Code: https://github.com/Hongje/OTVM # Shadow Removal - 阴影消除 **Style-Guided Shadow Removal** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5580_ECCV_2022_paper.php - Code: https://github.com/jinwan1994/SG-ShadowNet # Image Compression - 图像压缩 **Optimizing Image Compression via Joint Learning with Denoising** - Paper: https://arxiv.org/abs/2207.10869 - Code: https://github.com/felixcheng97/DenoiseCompression **Implicit Neural Representations for Image Compression** - Paper: https://arxiv.org/abs/2112.04267 - Code：https://github.com/YannickStruempler/inr_based_compression **Expanded Adaptive Scaling Normalization for End to End Image Compression** - Paper: https://arxiv.org/abs/2208.03049 **Content-Oriented Learned Image Compression** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7542_ECCV_2022_paper.php - Code: https://github.com/lmijydyb/COLIC **Contextformer: A Transformer with Spatio-Channel Attention for Context Modeling in Learned Image Compression** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6046_ECCV_2022_paper.php **Content Adaptive Latents and Decoder for Neural Image Compression** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4016_ECCV_2022_paper.php ## Video Compression **AlphaVC: High-Performance and Efficient Learned Video Compression** - Paper: https://arxiv.org/abs/2207.14678 **CANF-VC: Conditional Augmented Normalizing Flows for Video Compression** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3904_ECCV_2022_paper.php - Code: https://github.com/NYCU-MAPL/CANF-VC **Neural Video Compression Using GANs for Detail Synthesis and Propagation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4802_ECCV_2022_paper.php # Image Quality Assessment - 图像质量评价 **FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling** - Paper: https://arxiv.org/abs/2207.02595 - Code: https://github.com/TimothyHTimothy/FAST-VQA **Shift-tolerant Perceptual Similarity Metric** - Paper: https://arxiv.org/abs/2207.13686 - Code: https://github.com/abhijay9/ShiftTolerant-LPIPS/ **Telepresence Video Quality Assessment** - Paper: https://arxiv.org/abs/2207.09956 **A Perceptual Quality Metric for Video Frame Interpolation** - Paper: https://arxiv.org/abs/2210.01879 - Code: https://github.com/hqqxyy/VFIPS # Relighting/Delighting **Deep Portrait Delighting** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4581_ECCV_2022_paper.php **Geometry-Aware Single-Image Full-Body Human Relighting** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4385_ECCV_2022_paper.php **NeRF for Outdoor Scene Relighting** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4998_ECCV_2022_paper.php **Physically-Based Editing of Indoor Scene Lighting from a Single Image** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1276_ECCV_2022_paper.php # Style Transfer - 风格迁移 **CCPL: Contrastive Coherence Preserving Loss for Versatile Style Transfer** - Paper: https://arxiv.org/abs/2207.04808 - Code: https://github.com/JarrentWu1031/CCPL **Image-Based CLIP-Guided Essence Transfer** - Paper: https://arxiv.org/abs/2110.12427 - Code: https://github.com/hila-chefer/TargetCLIP **Learning Graph Neural Networks for Image Style Transfer** - Paper: https://arxiv.org/abs/2207.11681 **WISE: Whitebox Image Stylization by Example-based Learning** - Paper: https://arxiv.org/abs/2207.14606 - Code: https://github.com/winfried-loetzsch/wise **Language-Driven Artistic Style Transfer** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6627_ECCV_2022_paper.php **MoDA: Map Style Transfer for Self-Supervised Domain Adaptation of Embodied Agents** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1762_ECCV_2022_paper.php **JoJoGAN: One Shot Face Stylization** - Paper: https://arxiv.org/abs/2112.11641 - Code: https://github.com/mchong6/JoJoGAN **EleGANt: Exquisite and Locally Editable GAN for Makeup Transfer** - Paper: https://arxiv.org/abs/2207.09840 - Code: https://github.com/Chenyu-Yang-2000/EleGANt - Tags: Makeup Transfer **RamGAN: Region Attentive Morphing GAN for Region-Level Makeup Transfer** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/803_ECCV_2022_paper.php - Tags: Makeup Transfer # Image Editing - 图像编辑 **Context-Consistent Semantic Image Editing with Style-Preserved Modulation** - Paper: https://arxiv.org/abs/2207.06252 - Code: https://github.com/WuyangLuo/SPMPGAN **GAN with Multivariate Disentangling for Controllable Hair Editing** - Paper: https://raw.githubusercontent.com/XuyangGuo/xuyangguo.github.io/main/database/CtrlHair/CtrlHair.pdf - Code: https://github.com/XuyangGuo/CtrlHair **Paint2Pix: Interactive Painting based Progressive Image Synthesis and Editing** - Paper: https://arxiv.org/abs/2208.08092 - Code: https://github.com/1jsingh/paint2pix **High-fidelity GAN Inversion with Padding Space** - Paper: https://arxiv.org/abs/2203.11105 - Code: https://github.com/EzioBy/padinv **Text2LIVE: Text-Driven Layered Image and Video Editing** - Paper: https://arxiv.org/abs/2204.02491 - Code: https://github.com/omerbt/Text2LIVE **IntereStyle: Encoding an Interest Region for Robust StyleGAN Inversion** - Paper: https://arxiv.org/abs/2209.10811 **Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignment** - Paper: https://arxiv.org/abs/2208.07765 - Code: https://github.com/Taeu/Style-Your-Hair **HairNet: Hairstyle Transfer with Pose Changes** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5227_ECCV_2022_paper.php **End-to-End Visual Editing with a Generatively Pre-trained Artist** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/841_ECCV_2022_paper.php **The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4736_ECCV_2022_paper.php **Scraping Textures from Natural Images for Synthesis and Editing** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2180_ECCV_2022_paper.php **VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/8048_ECCV_2022_paper.php **Editing Out-of-Domain GAN Inversion via Differential Activations** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5504_ECCV_2022_paper.php - Code: https://github.com/HaoruiSong622/Editing-Out-of-Domain **ChunkyGAN: Real Image Inversion via Segments** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5092_ECCV_2022_paper.php **FairStyle: Debiasing StyleGAN2 with Style Channel Manipulations** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7746_ECCV_2022_paper.php - Code: https://github.com/catlab-team/fairstyle **A Style-Based GAN Encoder for High Fidelity Reconstruction of Images and Videos** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2740_ECCV_2022_paper.php - Code: https://github.com/InterDigitalInc/FeatureStyleEncoder **Rayleigh EigenDirections (REDs): Nonlinear GAN latent space traversals for multidimensional features** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7277_ECCV_2022_paper.php # Image Generation/Synthesis / Image-to-Image Translation - 图像生成/合成/转换 ## Text-to-Image / Text Guided / Multi-Modal **TIPS: Text-Induced Pose Synthesis** - Paper: https://arxiv.org/abs/2207.11718 - Code: https://github.com/prasunroy/tips **TISE: A Toolbox for Text-to-Image Synthesis Evaluation** - Paper: https://arxiv.org/abs/2112.01398 - Code: https://github.com/VinAIResearch/tise-toolbox **Learning Visual Styles from Audio-Visual Associations** - Paper: https://arxiv.org/abs/2205.05072 - Code: https://github.com/Tinglok/avstyle **Multimodal Conditional Image Synthesis with Product-of-Experts GANs** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3539_ECCV_2022_paper.php - Project: https://deepimagination.cc/PoE-GAN/ **NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5422_ECCV_2022_paper.php **Make-a-Scene: Scene-Based Text-to-Image Generation with Human Priors** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/993_ECCV_2022_paper.php **Trace Controlled Text to Image Generation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1894_ECCV_2022_paper.php **Audio-Driven Stylized Gesture Generation with Flow-Based Model** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3948_ECCV_2022_paper.php **No Token Left Behind: Explainability-Aided Image Classification and Generation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2764_ECCV_2022_paper.php ## Image-to-Image / Image Guided **End-to-end Graph-constrained Vectorized Floorplan Generation with Panoptic Refinement** - Paper: https://arxiv.org/abs/2207.13268 **ManiFest: Manifold Deformation for Few-shot Image Translation** - Paper: https://arxiv.org/abs/2111.13681 - Code: https://github.com/cv-rits/ManiFest **VecGAN: Image-to-Image Translation with Interpretable Latent Directions** - Paper: https://arxiv.org/abs/2207.03411 **DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image Generation** - Paper: https://arxiv.org/abs/2207.06124 - Code: https://github.com/Huage001/DynaST **Cross Attention Based Style Distribution for Controllable Person Image Synthesis** - Paper: https://arxiv.org/abs/2208.00712 - Code: https://github.com/xyzhouo/CASD **Vector Quantized Image-to-Image Translation** - Paper: https://arxiv.org/abs/2207.13286 - Code: https://github.com/cyj407/VQ-I2I **URUST: Ultra-high-resolution unpaired stain transformation via Kernelized Instance Normalization** - Paper: https://arxiv.org/abs/2208.10730 - Code: https://github.com/Kaminyou/URUST **General Object Pose Transformation Network from Unpaired Data** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5972_ECCV_2022_paper.php - Code: https://github.com/suyukun666/UFO-PT **Unpaired Image Translation via Vector Symbolic Architectures** - Paper: https://arxiv.org/abs/2209.02686 - Code: https://github.com/facebookresearch/vsait **Supervised Attribute Information Removal and Reconstruction for Image Manipulation** - Paper: https://arxiv.org/abs/2207.06555 - Code: https://github.com/NannanLi999/AIRR **Bi-Level Feature Alignment for Versatile Image Translation and Manipulation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3912_ECCV_2022_paper.php **Multi-Curve Translator for High-Resolution Photorealistic Image Translation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1278_ECCV_2022_paper.php **CoGS: Controllable Generation and Search from Sketch and Style** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5160_ECCV_2022_paper.php **AgeTransGAN for Facial Age Transformation with Rectified Performance Metrics** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1344_ECCV_2022_paper.php - Code: https://github.com/AvLab-CV/AgeTransGAN ## Others for image generation **StyleLight: HDR Panorama Generation for Lighting Estimation and Editing** - Paper: https://arxiv.org/abs/2207.14811 - Code: https://github.com/Wanggcong/StyleLight **Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling** - Paper: https://arxiv.org/abs/2207.02196 - Code: https://github.com/fudan-zvg/PDS **GAN Cocktail: mixing GANs without dataset access** - Paper: https://arxiv.org/abs/2106.03847 - Code: https://github.com/omriav/GAN-cocktail **Compositional Visual Generation with Composable Diffusion Models** - Paper: https://arxiv.org/abs/2206.01714 - Code: https://github.com/energy-based-model/Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch **Adaptive-Feature-Interpolation-for-Low-Shot-Image-Generation** - Paper: https://arxiv.org/abs/2112.02450 - Code: https://github.com/dzld00/Adaptive-Feature-Interpolation-for-Low-Shot-Image-Generation **StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pretrained StyleGAN** - Paper: https://arxiv.org/abs/2203.04036 - Code: https://github.com/FeiiYin/StyleHEAT **WaveGAN: An Frequency-aware GAN for High-Fidelity Few-shot Image Generation** - Paper: https://arxiv.org/abs/2207.07288 - Code: https://github.com/kobeshegu/ECCV2022_WaveGAN **FakeCLR: Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs** - Paper: https://arxiv.org/abs/2207.08630 - Code: https://github.com/iceli1007/FakeCLR **Auto-regressive Image Synthesis with Integrated Quantization** - Paper: https://arxiv.org/abs/2207.10776 - Code: https://github.com/fnzhan/IQ-VAE **PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation** - Paper: https://arxiv.org/abs/2204.00833 - Code: https://github.com/BlingHe/PixelFolder **DeltaGAN: Towards Diverse Few-shot Image Generation with Sample-Specific Delta** - Paper: https://arxiv.org/abs/2207.10271 - Code: https://github.com/bcmi/DeltaGAN-Few-Shot-Image-Generation **Generator Knows What Discriminator Should Learn in Unconditional GANs** - Paper: https://arxiv.org/abs/2207.13320 - Code: https://github.com/naver-ai/GGDR **Hierarchical Semantic Regularization of Latent Spaces in StyleGANs** - Paper: https://arxiv.org/abs/2208.03764 - Code: https://drive.google.com/file/d/1gzHTYTgGBUlDWyN_Z3ORofisQrHChg_n/view **FurryGAN: High Quality Foreground-aware Image Synthesis** - Paper: https://arxiv.org/abs/2208.10422 - Project: https://jeongminb.github.io/FurryGAN/ **Improving GANs for Long-Tailed Data through Group Spectral Regularization** - Paper: https://arxiv.org/abs/2208.09932 - Code: https://drive.google.com/file/d/1aG48i04Q8mOmD968PAgwEvPsw1zcS4Gk/view **Exploring Gradient-based Multi-directional Controls in GANs** - Paper: https://arxiv.org/abs/2209.00698 - Code: https://github.com/zikuncshelly/GradCtrl **Improved Masked Image Generation with Token-Critic** - Paper: https://arxiv.org/abs/2209.04439 **Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation** - Paper: https://arxiv.org/abs/2209.05968 - Project: https://eadcat.github.io/WSSN **Any-Resolution Training for High-Resolution Image Synthesis** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3693_ECCV_2022_paper.php - Code: https://github.com/chail/anyres-gan **BIPS: Bi-modal Indoor Panorama Synthesis via Residual Depth-Aided Adversarial Learning** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4327_ECCV_2022_paper.php - Code: https://github.com/chang9711/BIPS **Few-Shot Image Generation with Mixup-Based Distance Learning** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2709_ECCV_2022_paper.php - Code: https://github.com/reyllama/mixdl **StyleGAN-Human: A Data-Centric Odyssey of Human Generation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3366_ECCV_2022_paper.php - Code: https://github.com/stylegan-human/StyleGAN-Human **StyleFace: Towards Identity-Disentangled Face Generation on Megapixels** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4255_ECCV_2022_paper.php **Contrastive Learning for Diverse Disentangled Foreground Generation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4323_ECCV_2022_paper.php **BLT: Bidirectional Layout Transformer for Controllable Layout Generation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7035_ECCV_2022_paper.php - Code: https://github.com/google-research/google-research/tree/master/layout-blt **Entropy-Driven Sampling and Training Scheme for Conditional Diffusion Generation** - Paper: https://arxiv.org/abs/2206.11474 - Code: https://github.com/ZGCTroy/ED-DPM **Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5081_ECCV_2022_paper.php **DuelGAN: A Duel between Two Discriminators Stabilizes the GAN Training** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7143_ECCV_2022_paper.php - Code: https://github.com/UCSC-REAL/DuelGAN ## Video Generation **Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer** - Paper: https://arxiv.org/abs/2204.03638 - Code: https://github.com/SongweiGe/TATS **Controllable Video Generation through Global and Local Motion Dynamics** - Paper: https://arxiv.org/abs/2204.06558 - Code: https://github.com/Araachie/glass **Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis** - Paper: https://arxiv.org/abs/2207.05049 - Code: https://github.com/fast-vid2vid/fast-vid2vid **Synthesizing Light Field Video from Monocular Video** - Paper: https://arxiv.org/abs/2207.10357 - Code: https://github.com/ShrisudhanG/Synthesizing-Light-Field-Video-from-Monocular-Video **StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story Continuation** - Paper: https://arxiv.org/abs/2209.06192 - Code: https://github.com/adymaharana/storydalle **Motion Transformer for Unsupervised Image Animation** - Paper: - Code: https://github.com/JialeTao/MoTrans **Sound-Guided Semantic Video Generation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5584_ECCV_2022_paper.php - Code: https://github.com/anonymous5584/sound-guided-semantic-video-generation **Layered Controllable Video Generation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4847_ECCV_2022_paper.php **Diverse Generation from a Single Video Made Possible** - Paper: https://arxiv.org/abs/2109.08591 - Code: https://github.com/nivha/single_video_generation **Semantic-Aware Implicit Neural Audio-Driven Video Portrait Generation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/631_ECCV_2022_paper.php - Code: https://github.com/alvinliu0/SSP-NeRF **EAGAN: Efficient Two-Stage Evolutionary Architecture Search for GANs** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3419_ECCV_2022_paper.php - Code: https://github.com/marsggbo/EAGAN **BlobGAN: Spatially Disentangled Scene Representations** - Paper: https://arxiv.org/abs/2205.02837 - Code: https://github.com/dave-epstein/blobgan # Others **Learning Local Implicit Fourier Representation for Image Warping** - Paper: https://ipl.dgist.ac.kr/LTEW.pdf - Code: https://github.com/jaewon-lee-b/ltew - Tags: Image Warping **Dress Code: High-Resolution Multi-Category Virtual Try-On** - Paper: https://arxiv.org/abs/2204.08532 - Code: https://github.com/aimagelab/dress-code - Tags: Virtual Try-On **High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions** - Paper: https://arxiv.org/abs/2206.14180 - Code: https://github.com/sangyun884/HR-VITON - Tags: Virtual Try-On **Single Stage Virtual Try-on via Deformable Attention Flows** - Paper: https://arxiv.org/abs/2207.09161 - Tags: Virtual Try-On **Outpainting by Queries** - Paper: https://arxiv.org/abs/2207.05312 - Code: https://github.com/Kaiseem/QueryOTR - Tags: Outpainting **Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal** - Paper: https://arxiv.org/abs/2207.08178 - Code: https://github.com/thinwayliu/Watermark-Vaccine - Tags: Watermark Protection **Efficient Meta-Tuning for Content-aware Neural Video Delivery** - Paper: https://arxiv.org/abs/2207.09691 - Code: https://github.com/Neural-video-delivery/EMT-Pytorch-ECCV2022 - Tags: Video Delivery **Human-centric Image Cropping with Partition-aware and Content-preserving Features** - Paper: https://arxiv.org/abs/2207.10269 - Code: https://github.com/bcmi/Human-Centric-Image-Cropping **CelebV-HQ: A Large-Scale Video Facial Attributes Dataset** - Paper: https://arxiv.org/abs/2207.12393 - Code: https://github.com/CelebV-HQ/CelebV-HQ - Tags: Dataset **Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis** - Paper: https://arxiv.org/abs/2207.11770 - Code: https://github.com/sstzal/DFRF - Tags: Talking Head Synthesis **Responsive Listening Head Generation: A Benchmark Dataset and Baseline** - Paper: https://arxiv.org/abs/2112.13548 - Code: https://github.com/dc3ea9f/vico_challenge_baseline **Contrastive Monotonic Pixel-Level Modulation** - Paper: https://arxiv.org/abs/2207.11517 - Code: https://github.com/lukun199/MonoPix **AutoTransition: Learning to Recommend Video Transition Effects** - Paper: https://arxiv.org/abs/2207.13479 - Code: https://github.com/acherstyx/AutoTransition **Bringing Rolling Shutter Images Alive with Dual Reversed Distortion** - Paper: https://arxiv.org/abs/2203.06451 - Code: https://github.com/zzh-tech/Dual-Reversed-RS **Learning Object Placement via Dual-path Graph Completion** - Paper: https://arxiv.org/abs/2207.11464 - Code: https://github.com/bcmi/GracoNet-Object-Placement **DeepMCBM: A Deep Moving-camera Background Model** - Paper: https://arxiv.org/abs/2209.07923 - Code: https://github.com/BGU-CS-VIL/DeepMCBM **Mind the Gap in Distilling StyleGANs** - Paper: https://arxiv.org/abs/2208.08840 - Code: https://github.com/xuguodong03/StyleKD **StyleSwap: Style-Based Generator Empowers Robust Face Swapping** - Paper: https://arxiv.org/abs/2209.13514 - Code: https://github.com/Seanseattle/StyleSwap - Tags: Face Swapping **Geometric Representation Learning for Document Image Rectification** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1698_ECCV_2022_paper.php - Code: https://github.com/fh2019ustc/DocGeoNet - Tags: Document Image Rectification **Studying Bias in GANs through the Lens of Race** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2581_ECCV_2022_paper.php - Tags: Racial Bias **On the Robustness of Quality Measures for GANs** - Paper: https://arxiv.org/abs/2201.13019 - Code: https://github.com/MotasemAlfarra/R-FID-Robustness-of-Quality-Measures-for-GANs **TREND: Truncated Generalized Normal Density Estimation of Inception Embeddings for GAN Evaluation** - Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3604_ECCV_2022_paper.php - Tags: GAN Evaluation **Hallucinating Pose-Compatible Scenes** - Paper: https://arxiv.org/abs/2112.06909 - Code: https://github.com/timothybrooks/hallucinating-scenes