A Collection of Papers and Codes in ICCV2023 related to Low-Level Vision
[In Construction] If you find some missing papers or typos, feel free to pull issues or requests.
- Awesome-ICCV2021-Low-Level-Vision
- Awesome-CVPR2023/2022-Low-Level-Vision
- Awesome-NeurIPS2022/2021-Low-Level-Vision
- Awesome-ECCV2022-Low-Level-Vision
- Awesome-AAAI2022-Low-Level-Vision
- Awesome-CVPR2021/2020-Low-Level-Vision
- Awesome-ECCV2020-Low-Level-Vision
DiffIR: Efficient Diffusion Model for Image Restoration
- Paper: https://arxiv.org/abs/2303.09472
- Code: https://github.com/Zj-BinXia/DiffIR
- Tags: Diffusion
PIRNet: Privacy-Preserving Image Restoration Network via Wavelet Lifting
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Deng_PIRNet_Privacy-Preserving_Image_Restoration_Network_via_Wavelet_Lifting_ICCV_2023_paper.html
- Code: https://github.com/gclonghorn/PIRNet
Focal Network for Image Restoration
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Cui_Focal_Network_for_Image_Restoration_ICCV_2023_paper.html
- Code: https://github.com/c-yn/FocalNet
Learning Image-Adaptive Codebooks for Class-Agnostic Image Restoration
Under-Display Camera Image Restoration with Scattering Effect
- Paper: https://arxiv.org/abs/2308.04163
- Code: https://github.com/NamecantbeNULL/SRUDC
- Tags: Under-Display Camera
FSI: Frequency and Spatial Interactive Learning for Image Restoration in Under-Display Cameras
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Liu_FSI_Frequency_and_Spatial_Interactive_Learning_for_Image_Restoration_in_ICCV_2023_paper.html
- Tags: Under-Display Camera
Multi-weather Image Restoration via Domain Translation
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Patil_Multi-weather_Image_Restoration_via_Domain_Translation_ICCV_2023_paper.html
- Code: https://github.com/pwp1208/Domain_Translation_Multi-weather_Restoration
- Tags: Multi-weather
Adverse Weather Removal with Codebook Priors
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Ye_Adverse_Weather_Removal_with_Codebook_Priors_ICCV_2023_paper.html
- Tags: Adverse Weather Removal
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond
- Paper: https://arxiv.org/abs/2307.08996
- Tags: Authentic Face Restoration, Diffusion
Improving Lens Flare Removal with General Purpose Pipeline and Multiple Light Sources Recovery
- Paper: https://arxiv.org/abs/2308.16460
- Code: https://github.com/YuyanZhou1/Improving-Lens-Flare-Removal
- Tags: Flare Removal
High-Resolution Document Shadow Removal via A Large-Scale Real-World Dataset and A Frequency-Aware Shadow Erasing Net
- Paper: https://arxiv.org/abs/2308.14221
- Code: https://github.com/CXH-Research/DocShadow-SD7K
- Tags: Document Shadow Removal
Boundary-Aware Divide and Conquer: A Diffusion-Based Solution for Unsupervised Shadow Removal
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Guo_Boundary-Aware_Divide_and_Conquer_A_Diffusion-Based_Solution_for_Unsupervised_Shadow_ICCV_2023_paper.html
- Tags: Shadow Removal
Leveraging Inpainting for Single-Image Shadow Removal
- Paper: https://arxiv.org/abs/2302.05361
- Tags: Shadow Removal
Fine-grained Visible Watermark Removal
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Niu_Fine-grained_Visible_Watermark_Removal_ICCV_2023_paper.html
- Tags: Watermark Removal
Physics-Driven Turbulence Image Restoration with Stochastic Refinement
- Paper: https://arxiv.org/abs/2307.10603
- Code: https://github.com/VITA-Group/PiRN
- Tags: Turbulence Image
Building Bridge Across the Time: Disruption and Restoration of Murals In the Wild
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Shao_Building_Bridge_Across_the_Time_Disruption_and_Restoration_of_Murals_ICCV_2023_paper.html
- Code: https://github.com/Shaocr/Building-Bridge-Across-the-Time-Disruption-and-Restoration-of-Murals-In-the-Wild
- Tags: Murals Restoration
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration
- Paper: https://arxiv.org/abs/2303.06682
- Code: https://github.com/miaoyuchun/DDS2M
- Tags: Diffusion, Hyperspectral
Fingerprinting Deep Image Restoration Models
Self-supervised Monocular Underwater Depth Recovery, Image Restoration, and a Real-sea Video Dataset
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Varghese_Self-supervised_Monocular_Underwater_Depth_Recovery_Image_Restoration_and_a_Real-sea_ICCV_2023_paper.html
- Code: https://github.com/nishavarghese15/DRUVA
Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image Reconstruction
Snow Removal in Video: A New Dataset and A Novel Method
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Chen_Snow_Removal_in_Video_A_New_Dataset_and_A_Novel_ICCV_2023_paper.html
- Code: https://github.com/haoyuc/VideoDesnowing
- Tags: Desnowing
Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation
Fast Full-frame Video Stabilization with Iterative Optimization
- Paper: https://arxiv.org/abs/2307.12774
- Code: https://github.com/zwyking/Fast-Stab
- Tags: Video Stabilization
Minimum Latency Deep Online Video Stabilization
- Paper: https://arxiv.org/abs/2212.02073
- Code: https://github.com/liuzhen03/NNDVS
- Tags: Video Stabilization
Task Agnostic Restoration of Natural Video Dynamics
On the Effectiveness of Spectral Discriminators for Perceptual Quality Improvement
SRFormer: Permuted Self-Attention for Single Image Super-Resolution
DLGSANet: Lightweight Dynamic Local and Global Self-Attention Network for Image Super-Resolution
Dual Aggregation Transformer for Image Super-Resolution
MSRA-SR: Image Super-resolution Transformer with Multi-scale Shared Representation Acquisition
Content-Aware Local GAN for Photo-Realistic Super-Resolution
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Park_Content-Aware_Local_GAN_for_Photo-Realistic_Super-Resolution_ICCV_2023_paper.html
- Code: https://github.com/jkpark0825/CAL
- Tags: GAN
Boosting Single Image Super-Resolution via Partial Channel Shifting
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Zhang_Boosting_Single_Image_Super-Resolution_via_Partial_Channel_Shifting_ICCV_2023_paper.html
- Code: https://github.com/OwXiaoM/_PCS
Feature Modulation Transformer: Cross-Refinement of Global Representation via High-Frequency Prior for Image Super-Resolution
Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution
- Paper: https://arxiv.org/abs/2302.13800
- Code: https://github.com/sunny2109/SAFMN
- Tags: Efficient
Lightweight Image Super-Resolution with Superpixel Token Interaction
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Zhang_Lightweight_Image_Super-Resolution_with_Superpixel_Token_Interaction_ICCV_2023_paper.html
- Code: https://github.com/ArcticHare105/SPIN
- Tags: Lightweight
Reconstructed Convolution Module Based Look-Up Tables for Efficient Image Super-Resolution
- Paper: https://arxiv.org/abs/2307.08544
- Code: https://github.com/liuguandu/RC-LUT
- Tags: Efficient
Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution
- Paper: https://arxiv.org/abs/2211.13654
- Code: https://github.com/Jiamian-Wang/Iterative-Soft-Shrinkage-SR
- Tags: Efficient
MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces
- Paper: https://arxiv.org/abs/2309.08113
- Code: https://github.com/yinzhicun/MetaF2N
- Tags: Blind
Learning Correction Filter via Degradation-Adaptive Regression for Blind Single Image Super-Resolution
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Zhou_Learning_Correction_Filter_via_Degradation-Adaptive_Regression_for_Blind_Single_Image_ICCV_2023_paper.html
- Code: https://github.com/edbca/DARSR
- Tags: Blind
LMR: A Large-Scale Multi-Reference Dataset for Reference-Based Super-Resolution
- Paper: https://arxiv.org/abs/2303.04970
- Tags: Reference-Based
Real-CE: A Benchmark for Chinese-English Scene Text Image Super-resolution
- Paper: https://arxiv.org/abs/2308.03262
- Code: https://github.com/mjq11302010044/Real-CE
- Tags: Text SR
Learning Non-Local Spatial-Angular Correlation for Light Field Image Super-Resolution
- Paper: https://arxiv.org/abs/2302.08058
- Code: https://github.com/ZhengyuLiang24/EPIT
- Tags: Light Field
Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution
- Paper: https://arxiv.org/abs/2303.08942
- Code: https://github.com/Zhaozixiang1228/GDSR-SSDNet
- Tags: Depth Map
HSR-Diff: Hyperspectral Image Super-Resolution via Conditional Diffusion Models
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Wu_HSR-Diff_Hyperspectral_Image_Super-Resolution_via_Conditional_Diffusion_Models_ICCV_2023_paper.html
- Tags: Hyperspectral, Diffusion
ESSAformer: Efficient Transformer for Hyperspectral Image Super-resolution
- Paper: https://arxiv.org/abs/2307.14010
- Code: https://github.com/Rexzhan/ESSAformer
- Tags: Hyperspectral
Rethinking Multi-Contrast MRI Super-Resolution: Rectangle-Window Cross-Attention Transformer and Arbitrary-Scale Upsampling
Decomposition-Based Variational Network for Multi-Contrast MRI Super-Resolution and Reconstruction
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Lei_Decomposition-Based_Variational_Network_for_Multi-Contrast_MRI_Super-Resolution_and_Reconstruction_ICCV_2023_paper.html
- Code: https://github.com/lpcccc-cv/MC-VarNet
- Tags: MRI
CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super Resolution
- Paper: https://arxiv.org/abs/2303.16242
- Code: https://github.com/NarcissusEx/CuNeRF
- Tags: Medical, NeRF
Towards Real-World Burst Image Super-Resolution: Benchmark and Method
- Paper: https://arxiv.org/abs/2309.04803
- Code: https://github.com/yjsunnn/FBANet
- Tag: Real-World
Self-Supervised Burst Super-Resolution
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Bhat_Self-Supervised_Burst_Super-Resolution_ICCV_2023_paper.html
- Tags: Self-Supervised
Learning Data-Driven Vector-Quantized Degradation Model for Animation Video Super-Resolution
Multi-Frequency Representation Enhancement with Privilege Information for Video Super-Resolution
MoTIF: Learning Motion Trajectories with Local Implicit Neural Functions for Continuous Space-Time Video Super-Resolution
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images
Random Sub-Samples Generation for Self-Supervised Real Image Denoising
- Paper: https://arxiv.org/abs/2307.16825
- Code: https://github.com/p1y2z3/SDAP
- Tags: Self-Supervised
Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising
- Paper: https://arxiv.org/abs/2308.04682
- Tags: Unsupervised
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches
- Paper: https://arxiv.org/abs/2308.06776
- Tags: Unsupervised
Self-supervised Image Denoising with Downsampled Invariance Loss and Conditional Blind-Spot Network
- Paper: https://arxiv.org/abs/2304.09507
- Code: https://github.com/jyicu/CBSN
- Tags: Self-supervised
Multi-view Self-supervised Disentanglement for General Image Denoising
- Paper: https://arxiv.org/abs/2309.05049
- Tags: Self-supervised
Iterative Denoiser and Noise Estimator for Self-Supervised Image Denoising
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Zou_Iterative_Denoiser_and_Noise_Estimator_for_Self-Supervised_Image_Denoising_ICCV_2023_paper.html
- Tags: Self-Supervised
Noise2Info: Noisy Image to Information of Noise for Self-Supervised Image Denoising
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Wang_Noise2Info_Noisy_Image_to_Information_of_Noise_for_Self-Supervised_Image_ICCV_2023_paper.html
- Tags: Self-Supervised
The Devil is in the Upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior
- Paper: https://arxiv.org/abs/2304.11409
- Code: https://github.com/YilinLiu97/FasterDIP-devil-in-upsampling
Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement
Towards General Low-Light Raw Noise Synthesis and Modeling
- Paper: https://arxiv.org/abs/2307.16508
- Code: https://github.com/fengzhang427/LRD
- Tags: Noise Modeling
Hybrid Spectral Denoising Transformer with Guided Attention
- Paper: https://arxiv.org/abs/2303.09040
- Code: https://github.com/Zeqiang-Lai/HSDT
- Tags: hyperspectral image denoising
Multiscale Structure Guided Diffusion for Image Deblurring
Multi-Scale Residual Low-Pass Filter Network for Image Deblurring
Single Image Defocus Deblurring via Implicit Neural Inverse Kernels
Single Image Deblurring with Row-dependent Blur Magnitude
Non-Coaxial Event-Guided Motion Deblurring with Spatial Alignment
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Cho_Non-Coaxial_Event-Guided_Motion_Deblurring_with_Spatial_Alignment_ICCV_2023_paper.html
- Tags: Event-Based
Generalizing Event-Based Motion Deblurring in Real-World Scenarios
- Paper: https://arxiv.org/abs/2308.05932
- Code: https://github.com/XiangZ-0/GEM
- Tags: Event-Based
Exploring Temporal Frequency Spectrum in Deep Video Deblurring
From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal
Learning Rain Location Prior for Nighttime Deraining
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Zhang_Learning_Rain_Location_Prior_for_Nighttime_Deraining_ICCV_2023_paper.html
- Code: https://github.com/zkawfanx/RLP
Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks
- Paper: https://arxiv.org/abs/2308.14153
- Code: https://github.com/Ephemeral182/UDR-S2Former_deraining
Unsupervised Video Deraining with An Event Camera
MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing
Efficient Unified Demosaicing for Bayer and Non-Bayer Patterned Image Sensors
Alignment-free HDR Deghosting with Semantics Consistent Transformer
MEFLUT: Unsupervised 1D Lookup Tables for Multi-exposure Image Fusion
RawHDR: High Dynamic Range Image Reconstruction from a Single Raw Image
Learning Continuous Exposure Value Representations for Single-Image HDR Reconstruction
LAN-HDR: Luminance-based Alignment Network for High Dynamic Range Video Reconstruction
Joint Demosaicing and Deghosting of Time-Varying Exposures for Single-Shot HDR Imaging
- Paper: https://vclab.kaist.ac.kr/iccv2023/iccv2023-single-shot-hdr-imaging.pdf
- Code: https://github.com/KAIST-VCLAB/singshot-hdr-demosaicing
GlowGAN: Unsupervised Learning of HDR Images from LDR Images in the Wild
Beyond the Pixel: a Photometrically Calibrated HDR Dataset for Luminance and Color Prediction
Video Object Segmentation-aware Video Frame Interpolation
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Yoo_Video_Object_Segmentation-aware_Video_Frame_Interpolation_ICCV_2023_paper.html
- Code: https://github.com/junsang7777/VOS-VFI
Rethinking Video Frame Interpolation from Shutter Mode Induced Degradation
Iterative Prompt Learning for Unsupervised Backlit Image Enhancement
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement
Implicit Neural Representation for Cooperative Low-light Image Enhancement
Low-Light Image Enhancement with Illumination-Aware Gamma Correction and Complete Image Modelling Network
Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model
Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement
Low-Light Image Enhancement with Multi-Stage Residue Quantization and Brightness-Aware Attention
Dancing in the Dark: A Benchmark towards General Low-light Video Enhancement
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Fu_Dancing_in_the_Dark_A_Benchmark_towards_General_Low-light_Video_ICCV_2023_paper.html
- Code: https://github.com/ciki000/DID
NIR-assisted Video Enhancement via Unpaired 24-hour Data
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Niu_NIR-assisted_Video_Enhancement_via_Unpaired_24-hour_Data_ICCV_2023_paper.html
- Code: https://github.com/MyNiuuu/NVEU
Coherent Event Guided Low-Light Video Enhancement
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Liang_Coherent_Event_Guided_Low-Light_Video_Enhancement_ICCV_2023_paper.html
- Code: https://github.com/sherrycattt/EvLowLight
Deep Image Harmonization with Learnable Augmentation
- Paper: https://arxiv.org/abs/2308.00376
- Code: https://github.com/bcmi/SycoNet-Adaptive-Image-Harmonization
Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation
- Paper: https://arxiv.org/abs/2308.00356
- Code: https://github.com/bcmi/Image-Harmonization-Dataset-ccHarmony
TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition
Diverse Inpainting and Editing with GAN Inversion
Rethinking Fast Fourier Convolution in Image Inpainting
Continuously Masked Transformer for Image Inpainting
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Ko_Continuously_Masked_Transformer_for_Image_Inpainting_ICCV_2023_paper.html
- Code: https://github.com/keunsoo-ko/CMT
MI-GAN: A Simple Baseline for Image Inpainting on Mobile Devices
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Sargsyan_MI-GAN_A_Simple_Baseline_for_Image_Inpainting_on_Mobile_Devices_ICCV_2023_paper.html
- Code: https://github.com/Picsart-AI-Research/MI-GAN
PATMAT: Person Aware Tuning of Mask-Aware Transformer for Face Inpainting
ProPainter: Improving Propagation and Transformer for Video Inpainting
Semantic-Aware Dynamic Parameter for Video Inpainting Transformer
CIRI: Curricular Inactivation for Residue-aware One-shot Video Inpainting
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Zheng_CIRI_Curricular_Inactivation_for_Residue-aware_One-shot_Video_Inpainting_ICCV_2023_paper.html
- Code: https://github.com/Arise-zwy/CIRI
Parallax-Tolerant Unsupervised Deep Image Stitching
RFD-ECNet: Extreme Underwater Image Compression with Reference to Feature Dictionary
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Li_RFD-ECNet_Extreme_Underwater_Image_Compression_with_Reference_to_Feature_Dictionary_ICCV_2023_paper.html
- Code: https://github.com/lilala0/RFD-ECNet
COMPASS: High-Efficiency Deep Image Compression with Arbitrary-scale Spatial Scalability
Computationally-Efficient Neural Image Compression with Shallow Decoders
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Yang_Computationally-Efficient_Neural_Image_Compression_with_Shallow_Decoders_ICCV_2023_paper.html
- Code: https://github.com/mandt-lab/shallow-ntc
Dec-Adapter: Exploring Efficient Decoder-Side Adapter for Bridging Screen Content and Natural Image Compression
Semantically Structured Image Compression via Irregular Group-Based Decoupling
TransTIC: Transferring Transformer-based Image Compression from Human Perception to Machine Perception
AdaNIC: Towards Practical Neural Image Compression via Dynamic Transform Routing
COOL-CHIC: Coordinate-based Low Complexity Hierarchical Image Codec
- Paper: https://openaccess.thecvf.com/content/ICCV2023/html/Ladune_COOL-CHIC_Coordinate-based_Low_Complexity_Hierarchical_Image_Codec_ICCV_2023_paper.html
- Code: https://github.com/Orange-OpenSource/Cool-Chic
Scene Matters: Model-based Deep Video Compression
Thinking Image Color Aesthetics Assessment: Models, Datasets and Benchmarks
- Paper: ICCV Open Access Version
- Code: https://github.com/woshidandan/Image-Color-Aesthetics-Assessment/tree/main
Test Time Adaptation for Blind Image Quality Assessment
Troubleshooting Ethnic Quality Bias with Curriculum Domain Adaptation for Face Image Quality Assessment
- Paper: ICCV Open Access Version
- Code: https://github.com/oufuzhao/EQBM
SQAD: Automatic Smartphone Camera Quality Assessment and Benchmarking
- Paper: ICCV Open Access Version
- Code: https://github.com/aiff22/SQAD
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives
AesPA-Net: Aesthetic Pattern-Aware Style Transfer Networks
Two Birds, One Stone: A Unified Framework for Joint Learning of Image and Video Style Transfers
All-to-key Attention for Arbitrary Style Transfer
- Paper:
- Code: https://github.com/LearningHx/StyA2K
StyleDiffusion: Controllable Disentangled Style Transfer via Diffusion Models
StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model
Adaptive Nonlinear Latent Transformation for Conditional Face Editing
Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing
- Paper: https://arxiv.org/abs/2304.02051
- Code: https://github.com/aimagelab/multimodal-garment-designer
MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and Editing
Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation
- Paper: https://arxiv.org/abs/2307.08448
- Code: https://github.com/AndysonYs/Selective-Diffusion-Distillation
HairCLIPv2: Unifying Hair Editing via Proxy Feature Blending
- Paper:
- Code: https://github.com/wty-ustc/HairCLIPv2
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces
Diverse Inpainting and Editing with GAN Inversion
Effective Real Image Editing with Accelerated Iterative Diffusion Inversion
MagicFusion: Boosting Text-to-Image Generation Performance by Fusing Diffusion Models
ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation
Better Aligning Text-to-Image Models with Human Preference
Unleashing Text-to-Image Diffusion Models for Visual Perception
Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models
- Paper: https://arxiv.org/abs/2306.05357
- Code: https://github.com/nanlliu/Unsupervised-Compositional-Concepts-Discovery
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion
Ablating Concepts in Text-to-Image Diffusion Models
Learning to Generate Semantic Layouts for Higher Text-Image Correspondence in Text-to-Image Synthesis
HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation
Story Visualization by Online Text Augmentation with Context Memory
DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment
Dense Text-to-Image Generation with Attention Modulation
ITI-GEN: Inclusive Text-to-Image Generation
- Paper: https://arxiv.org/abs/2309.05569
- Project: https://czhang0528.github.io/iti-gen
Reinforced Disentanglement for Face Swapping without Skip Connection
BlendFace: Re-designing Identity Encoders for Face-Swapping
General Image-to-Image Translation with One-Shot Image Guidance
- Paper: https://arxiv.org/abs/2307.14352
- Code: https://github.com/CrystalNeuro/visual-concept-translator
GaFET: Learning Geometry-aware Facial Expression Translation from In-The-Wild Images
Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation
A Latent Space of Stochastic Diffusion Models for Zero-Shot Image Editing and Guidance
Conditional 360-degree Image Synthesis for Immersive Indoor Scene Decoration
Masked Diffusion Transformer is a Strong Image Synthesizer
Q-Diffusion: Quantizing Diffusion Models
The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot Image Generation
- Paper:
- Code: https://github.com/lingxiao-li/HAE
LFS-GAN: Lifelong Few-Shot Image Generation
FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model
Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations
Smoothness Similarity Regularization for Few-Shot GAN Adaptation
UnitedHuman: Harnessing Multi-Source Data for High-Resolution Human Generation
Bidirectionally Deformable Motion Modulation For Video-based Human Pose Transfer
MODA: Mapping-Once Audio-driven Portrait Animation with Dual Attentions
Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators
- Paper: https://arxiv.org/abs/2303.13439
- Code: https://github.com/Picsart-AI-Research/Text2Video-Zero
FateZero: Fusing Attentions for Zero-shot Text-based Video Editing
RIGID: Recurrent GAN Inversion and Editing of Real Face Videos
StableVideo: Text-driven Consistency-aware Diffusion Video Editing
StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation
The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion
- Paper: https://arxiv.org/abs/2309.04509
- Project: https://ku-vai.github.io/TPoS/
Others [back]
DDColor: Towards Photo-Realistic and Semantic-Aware Image Colorization via Dual Decoders
- Paper: https://arxiv.org/abs/2212.11613
- Code: https://github.com/piddnad/DDColor
- Tags: Colorization
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion
- Paper: https://arxiv.org/abs/2303.06840
- Code: https://github.com/Zhaozixiang1228/MMIF-DDFM
- Tags: Image Fusion
Name Your Colour For the Task: Artificially Discover Colour Naming via Colour Quantisation Transformer
Unfolding Framework with Prior of Convolution-Transformer Mixture and Uncertainty Estimation for Video Snapshot Compressive Imaging
- Paper: https://arxiv.org/abs/2306.11316
- Code: https://github.com/zsm1211/CTM-SCI
- Tags: Snapshot Compressive Imaging
Deep Optics for Video Snapshot Compressive Imaging
- Paper:
- Code: https://github.com/pwangcs/DeepOpticsSCI
- Tags: Snapshot Compressive Imaging
SimFIR: A Simple Framework for Fisheye Image Rectification with Self-supervised Representation Learning
- Paper: https://arxiv.org/abs/2308.09040
- Code: https://github.com/fh2019ustc/SimFIR
- Tags: Fisheye Image Rectification
Single Image Reflection Separation via Component Synergy
- Paper: https://arxiv.org/abs/2308.10027
- Code: https://github.com/mingcv/DSRNet
- Tag: Image Reflection Separation
Learned Image Reasoning Prior Penetrates Deep Unfolding Network for Panchromatic and Multi-Spectral Image Fusion
- Paper: https://arxiv.org/abs/2308.16083
- Tags: pan-sharpening
Implicit Identity Representation Conditioned Memory Compensation Network for Talking Head video Generation
Efficient Emotional Adaptation for Audio-Driven Talking-Head Generation
Few shot font generation via transferring similarity guided global style and quantization local style