| RoES: Rotational Equivariant Selective-frequency Fusion for Multimodal Images added by Syntology |
2026-09 (from id) |
BryceLosky/RoES-Fusion/models/modules/restormer.py b20f2a5df739a59e |
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MPL-2.0 (copyleft) · pointer only |
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2026-08 (from id) |
JiaxiaoWang/EvReflection/models/attn_util.py b20f2a5df739a59e |
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| TexEditor: Structure-Preserving Text-Driven Texture Editing added by Syntology |
2026-03 (from id) |
KlingAIResearch/TexEditor/model/sauge_vitb.py b20f2a5df739a59e |
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Apache-2.0 (permissive) |
| Global Regulation and Excitation via Attention Tuning for Stereo Matching added by Syntology |
2025-09 (from id) |
JarvisLee0423/GREAT-Stereo/models/great_stereo/transformers.py e86e697a628c0575 |
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Apache-2.0 (permissive) |
| Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration |
7 Jul 2025 |
SCUT-DLVCLab/AutoHDR/models/attention.py b20f2a5df739a59e |
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| EAMamba: Efficient All-Around Vision State Space Model for Image Restoration |
27 Jun 2025 |
daidaijr/EAMamba/models/eamamba.py b20f2a5df739a59e |
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| arXiv:2506.21866 |
2025-06 (from id) |
CSYSI/DPU-Former/DPU-Former_25_IJCAI/lib/decoder.py b20f2a5df739a59e |
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| Tensor-Var: Variational Data Assimilation in Tensor Product Feature Space |
23 Jan 2025 |
yyimingucl/TensorVar/model/ERA5_model/transformer.py b20f2a5df739a59e |
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MIT (permissive) |
| FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration |
2 Dec 2024 |
House-Leo/FoundIR/specialist_model/basicsr/archs/Restormer_arch.py b20f2a5df739a59e |
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MIT (permissive) |
| PromptHSI: Universal Hyperspectral Image Restoration with Vision-Language Modulated Frequency Adaptation |
24 Nov 2024 |
chingheng0808/PromptHSI/utils/modules.py b20f2a5df739a59e |
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MIT (permissive) |
| Test-Time Dynamic Image Fusion |
5 Nov 2024 |
Yinan-Xia/TTD/net.py b20f2a5df739a59e |
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Apache-2.0 (permissive) |
| Frequency-Spatial Entanglement Learning for Camouflaged Object Detection |
3 Sep 2024 |
CSYSI/FSEL/FSEL_ECCV_2024/lib/FSEL_modules.py b20f2a5df739a59e |
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MIT (permissive) |
| Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and Diffusion Model |
24 Aug 2024 |
chen-rao/vd-diff/basicsr/archs/ChanDynamic_GMLP.py b20f2a5df739a59e |
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MIT (permissive) |
| Learning A Low-Level Vision Generalist via Visual Task Prompt |
16 Aug 2024 |
chxy95/genlv/conference_version/models_xrestormer_prompt_crossattn_wores.py b20f2a5df739a59e |
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Apache-2.0 (permissive) |
| Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks |
15 Aug 2024 |
fire-friend/vat/VaTrainer/network.py b20f2a5df739a59e |
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| HAIR: Hypernetworks-based All-in-One Image Restoration |
15 Aug 2024 |
toummHus/HAIR/net/HAIR.py b20f2a5df739a59e |
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| Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems |
23 Jul 2024 |
kdhRick2222/Exposure-slot/network_level2.py b20f2a5df739a59e |
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| RealViformer: Investigating Attention for Real-World Video Super-Resolution |
19 Jul 2024 |
yuehan717/realviformer/archs/realviformer_arch.py b20f2a5df739a59e |
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MIT (permissive) |
| OneRestore: A Universal Restoration Framework for Composite Degradation |
5 Jul 2024 |
identical code first harvested elsewhere 31052f33cc443e68 |
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| MFDNet: Multi-Frequency Deflare Network for Efficient Nighttime Flare Removal |
26 Jun 2024 |
Jiang-maomao/flare-removal/models/model.py b20f2a5df739a59e |
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| Improving robustness to corruptions with multiplicative weight perturbations |
24 Jun 2024 |
trungtrinh44/damp/randaugment/augment.py bd1c72a9d8556505 |
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| All-In-One Medical Image Restoration via Task-Adaptive Routing |
30 May 2024 |
yaziwel/all-in-one-medical-image-restoration-via-task-adaptive-routing/model/Model_AMIR.py b20f2a5df739a59e |
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Apache-2.0 (permissive) |
| Efficient Visual State Space Model for Image Deblurring |
23 May 2024 |
kkkls/evssm/basicsr/models/archs/EVSSM_arch.py 31052f33cc443e68 |
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MIT (permissive) |
| Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement |
6 May 2024 |
YhuoyuH/RetinexMamba/basicsr/models/archs/IFA_arch.py b20f2a5df739a59e |
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MIT (permissive) |
| CFMW: Cross-modality Fusion Mamba for Multispectral Object Detection under Adverse Weather Conditions |
25 Apr 2024 |
lhy-zjut/cfmw/vim/mamba_module.py b20f2a5df739a59e |
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AGPL-3.0 (copyleft) · pointer only |
| MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion |
12 Apr 2024 |
identical code first harvested elsewhere b20f2a5df739a59e |
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| Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution |
7 Apr 2024 |
guangyuankk/diffmsr/DiffMSR_Main/archs/CATL.py b20f2a5df739a59e |
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| Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image Restoration |
2 Apr 2024 |
akshaydudhane16/dynet/net/DyNet_large.py b20f2a5df739a59e |
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MIT (permissive) |
| Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining |
2 Apr 2024 |
cschenxiang/nerd-rain/model.py b20f2a5df739a59e |
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| Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion |
25 Mar 2024 |
xunpengyi/text-if/model/Text_IF_model.py b20f2a5df739a59e |
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MIT (permissive) |
| AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation |
21 Mar 2024 |
c-yn/adair/net/model.py b20f2a5df739a59e |
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MIT (permissive) |
| Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising |
15 Mar 2024 |
summitgao/hcanet/HCANet.py b20f2a5df739a59e |
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| Activating Wider Areas in Image Super-Resolution |
13 Mar 2024 |
arsenalcheng/mma/basicsr/archs/mlpmixer_util.py b20f2a5df739a59e |
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Apache-2.0 (permissive) |
| NiteDR: Nighttime Image De-Raining with Cross-View Sensor Cooperative Learning for Dynamic Driving Scenes |
28 Feb 2024 |
identical code first harvested elsewhere b20f2a5df739a59e |
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| Pan-Mamba: Effective pan-sharpening with State Space Model |
19 Feb 2024 |
alexhe101/pan-mamba/pan-sharpening/model/mamba_module.py b20f2a5df739a59e |
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| SCTransNet: Spatial-channel Cross Transformer Network for Infrared Small Target Detection |
28 Jan 2024 |
xdfai/sctransnet/model/SCTransNet.py b20f2a5df739a59e |
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| Efficient Image Deblurring Networks based on Diffusion Models |
11 Jan 2024 |
bnm6900030/swintormer/basicsr/archs/Swintormer_arch.py b20f2a5df739a59e |
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| Towards Real-World Blind Face Restoration with Generative Diffusion Prior |
25 Dec 2023 |
chenxx89/bfrffusion/models/transformerBlock.py b20f2a5df739a59e |
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MIT (permissive) |
| Prompt-In-Prompt Learning for Universal Image Restoration |
8 Dec 2023 |
longzilicart/pip_universal/src/net/PIP_utils.py b20f2a5df739a59e |
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MIT (permissive) |
| Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model |
20 Nov 2023 |
chunminghe/reti-diff/Reti-Diff/archs/S1_arch.py b20f2a5df739a59e |
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| Deep Equilibrium Diffusion Restoration with Parallel Sampling |
20 Nov 2023 |
caojiezhang/deqir/models/restormer_arch.py b20f2a5df739a59e |
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| Neural Degradation Representation Learning for All-In-One Image Restoration |
19 Oct 2023 |
mdyao/NDR-Restore/models/modules/NDR.py b20f2a5df739a59e |
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MIT (permissive) |
| A Comparative Study of Image Restoration Networks for General Backbone Network Design |
18 Oct 2023 |
andrew0613/x-restormer/xrestormer/archs/restormer_base_arch.py b20f2a5df739a59e |
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MIT (permissive) |
| Self-Supervised High Dynamic Range Imaging with Multi-Exposure Images in Dynamic Scenes |
3 Oct 2023 |
cszhilu1998/SelfHDR/models/sctnet.py b20f2a5df739a59e |
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| MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing |
27 Aug 2023 |
fvl2020/iccv-2023-mb-taylorformer/basicsr/models/archs/MB_TaylorFormer.py b20f2a5df739a59e |
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| Synergistic Multiscale Detail Refinement via Intrinsic Supervision for Underwater Image Enhancement |
23 Aug 2023 |
zhoujingchun03/smdr-is/model/encoder_list.py b20f2a5df739a59e |
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| Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image Reconstruction |
21 Aug 2023 |
myuli/padut/real/test_code/architecture/padut.py b20f2a5df739a59e |
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| Taylorformer: Probabilistic Modelling for Random Processes including Time Series |
30 May 2023 |
identical code first harvested elsewhere b20f2a5df739a59e |
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| GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions |
29 May 2023 |
taowangzj/gridformer/basicsr/archs/GridFormer_arch.py b20f2a5df739a59e |
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| Hierarchical Integration Diffusion Model for Realistic Image Deblurring |
22 May 2023 |
zhengchen1999/HI-Diff/hi_diff/archs/Transformer_arch.py b20f2a5df739a59e |
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Apache-2.0 (permissive) |
| Equivariant Multi-Modality Image Fusion |
19 May 2023 |
identical code first harvested elsewhere b20f2a5df739a59e |
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| LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising |
2 Apr 2023 |
identical code first harvested elsewhere b20f2a5df739a59e |
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| Xformer: Hybrid X-Shaped Transformer for Image Denoising |
11 Mar 2023 |
gladzhang/Xformer/basicsr/models/archs/Xformer_arch.py b20f2a5df739a59e |
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| Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method |
22 Dec 2022 |
identical code first harvested elsewhere b20f2a5df739a59e |
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| CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion |
26 Nov 2022 |
identical code first harvested elsewhere b20f2a5df739a59e |
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| Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring |
22 Nov 2022 |
identical code first harvested elsewhere b20f2a5df739a59e |
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| Restormer: Efficient Transformer for High-Resolution Image Restoration |
18 Nov 2021 |
identical code first harvested elsewhere b20f2a5df739a59e |
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| Gradient Centralization: A New Optimization Technique for Deep Neural Networks |
3 Apr 2020 |
HamadYA/GhostFaceNets/augment.py bd1c72a9d8556505 |
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MIT (permissive) |
| Learning Enriched Features for Real Image Restoration and Enhancement |
15 Mar 2020 |
identical code first harvested elsewhere b20f2a5df739a59e |
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| Self-training with Noisy Student improves ImageNet classification |
11 Nov 2019 |
leondgarse/Keras_efficientnet_v2_test/keras_efficientnet_v2/augment.py bd1c72a9d8556505 |
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Apache-2.0 (permissive) |
| Harmonic Networks: Deep Translation and Rotation Equivariance |
14 Dec 2016 |
deworrall92/harmonicConvolutions/BSD500/BSD_model.py 31167f7af878ba77 |
unverified |
MIT (permissive) |
| arXiv:openreview_eDlsO4kFaX |
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KiiSooo/CODiff/model/net.py b4487a4c12288318 |
unverified |
MIT (permissive) |
| arXiv:aaai_28342 |
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VUT-HFUT/EulerMormer/models/magnet.py b20f2a5df739a59e |
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MIT (permissive) |
| arXiv:aaai_28193 |
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CXH-Research/DeVigNet/models/blocks.py ad4674d96bb6fcef |
unverified |
MIT (permissive) |
| arXiv:aaai_27923 |
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Jiahuiqu/M2DTN/model.py b20f2a5df739a59e |
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MIT (permissive) |
| arXiv:aaai_25369 |
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nana01219/GeoDSR/models/GASA.py b20f2a5df739a59e |
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MIT (permissive) |
| arXiv:Zamir_Restormer_Efficient_Transformer_for_High-Resolution_Image_Restoration_CVPR_2022_paper |
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swz30/Restormer/basicsr/models/archs/restormer_arch.py b20f2a5df739a59e |
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MIT (permissive) |
| arXiv:Xie_Diffusion-based_Event_Generation_for_High-Quality_Image_Deblurring_CVPR_2025_paper |
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XinanXie/EGDeblurring/deblur_model.py b20f2a5df739a59e |
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Apache-2.0 (permissive) |
| arXiv:Kong_Efficient_Frequency_Domain-Based_Transformers_for_High-Quality_Image_Deblurring_CVPR_2023_paper |
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kkkls/FFTformer/basicsr/models/archs/fftformer_arch.py b20f2a5df739a59e |
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MIT (permissive) |