| BSC-Net: A Small-Branch-Sensitive Structural Continuity Network for Coronary Vessel Segmentation and Quantitative Angiographic Analysis added by Syntology |
2026-09 (from id) |
liwx-deeplearning/BSC-Net/bscnet/model.py e616ae0c5f8fdf66 |
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MIT (permissive) |
| Mind the Residual Gap: Probabilistic Downscaling under Real-World Bias added by Syntology |
2026-06 (from id) |
JingyunLiang/SwinIR/models/network_swinir.py 144d10b49baeb8a6 |
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| Temporal-Emerged Prompting for Segment Anything in Multiframe Infrared Small Target Detection added by Syntology |
2026-06 (from id) |
cdh8285/TEP-SAM/models/sam_withToken.py c198e7a794dcd181 |
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MIT (permissive) |
| Robustness Cannot be Reduced to Regularization: Studying Adversarial Training Beyond the Linear Case added by Syntology |
2026-06 (from id) |
RobustBench/robustbench/robustbench/model_zoo/architectures/MIMIR_swin_transformer.py 144d10b49baeb8a6 |
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| Dial HEALTHDIAL for Advice: A Multilingual and Multi-Parallel Spoken Dialogue Dataset for Knowledge-Grounded Information Seeking added by Syntology |
2026-05 (from id) |
LAION-AI/CLAP/src/laion_clap/clap_module/htsat.py f9fd6241d935f07b |
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| A Hybridizable Neural Time Integrator for Stable Autoregressive Forecasting added by Syntology |
2026-04 (from id) |
PIMILab/hnode/swin_transformer_v2.py 225372e166afb0a5 |
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| Generative 3D Gaussian Splatting for Arbitrary-ResolutionAtmospheric Downscaling and Forecasting added by Syntology |
2026-04 (from id) |
binbin2xs/weather-GS/GSSAViT_fixscale_era5_era5.py 505b9ff691502811 |
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| On Neural Scaling Laws for Weather Emulation through Continual Training added by Syntology |
2026-03 (from id) |
ShashankSubramanian/neural-scaling-weather/models/swin_helpers.py 6d43518ec80e538a |
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| On Neural Scaling Laws for Weather Emulation through Continual Training added by Syntology |
2026-03 (from id) |
ShashankSubramanian/neural-scaling-weather/models/swin_helpers_te.py bad026d8c49d7c0d |
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| FedBCGD: Communication-Efficient Accelerated Block Coordinate Gradient Descent for Federated Learning added by Syntology |
5 Mar 2026 |
junkangLiu0/FedBCGD/model.py 1244e2f07fb63623 |
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| Parallel Swin Transformer-Enhanced 3D MRI-to-CT Synthesis for MRI-Only Radiotherapy Planning added by Syntology |
2026-02 (from id) |
mobaidoctor/med2transformer/utils.py f66dff440c702923 |
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| Extreme Weather Nowcasting via Local Precipitation Pattern Prediction added by Syntology |
2026-02 (from id) |
tony890048/exPreCast/model.py e63d183e6f4e08a6 |
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| HSSDCT: Factorized Spatial-Spectral Correlation for Hyperspectral Image Fusion added by Syntology |
2026-02 (from id) |
jemmyleee/HSSDCT/models/hssdct.py 1bf2ae92dffeef47 |
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| PhaSR: Generalized Image Shadow Removal with Physically Aligned Priors added by Syntology |
2026-01 (from id) |
ming053l/PhaSR/model.py d20e559930dd90c0 |
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MIT (permissive) |
| ReflexSplit: Single Image Reflection Separation via Layer Fusion-Separation added by Syntology |
2026-01 (from id) |
wuw2135/ReflexSplit/models/arch/reflexsplit.py 262615fae4cc98e4 |
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MIT (permissive) |
| Diffusion Model-Based Data Augmentation for Enhanced Neuron Segmentation added by Syntology |
2026-01 (from id) |
HeadLiuYun/NeuroDiff/segmentation_scripts/model/model_Swin_UNETR.py 8cd5fa7e1d693a92 |
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| SHARE: A Fully Unsupervised Framework for Single Hyperspectral Image Restoration added by Syntology |
2026-01 (from id) |
xuwayyy/SHARE/models/share.py f6b2d702fc756d64 |
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| Exploiting DINOv3-Based Self-Supervised Features for Robust Few-Shot Medical Image Segmentation added by Syntology |
2026-01 (from id) |
apple1986/DINO-AugSeg/model/Dinov3_WTAUG_UNet.py 92f91e80ba59d3ac |
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| PanoSAMic: Panoramic Image Segmentation from SAM Feature Encoding and Dual View Fusion added by Syntology |
2026-01 (from id) |
dfki-av/PanoSAMic/panosamic/model/image_encoder.py 903ad10c1ef35eda |
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| Boosting Overlapping Organoid Instance Segmentation Using Pseudo-Label Unmixing and Synthesis-Assisted Learning added by Syntology |
2026-01 (from id) |
yatengLG/ISAT_with_segment_anything/ISAT/segment_any/segment_anything/modeling/image_encoder.py 105fa08885dc36cc |
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| Nodule-DETR: A Novel DETR Architecture with Frequency-Channel Attention for Ultrasound Thyroid Nodule Detection added by Syntology |
2026-01 (from id) |
wjj1wjj/Nodule-DETR/Nodule-DETR/models/swin_transformer.py 144d10b49baeb8a6 |
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| From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field Microscopy added by Syntology |
2025-10 (from id) |
hefengcs/XLFM-Former/model/UFormer.py c4b5a8b25f271a68 |
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| MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation added by Syntology |
2025-09 (from id) |
CUHK-AIM-Group/MedVSR/archs/modules/mamba_vision.py 88bf73966cf30ec8 |
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| UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation added by Syntology |
2025-09 (from id) |
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| arXiv:2507.20731 |
2025-07 (from id) |
Andong-Li-speech/RNDVoC/Models/rnd_utils/local_utils.py c1b62dda71cecd8d |
unverified |
MIT (permissive) |
| arXiv:2507.00585 |
2025-07 (from id) |
vpsg-research/Sim-MPNet/lib/dsgim.py afbca52ce55bef4b |
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| Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning |
27 Jun 2025 |
geshang777/FOCUS/focus/modeling/backbone/dinov2.py f9fd6241d935f07b |
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| Towards In-the-wild 3D Plane Reconstruction from a Single Image |
3 Jun 2025 |
jcliu0428/ZeroPlane/ZeroPlane/modeling/backbone/swin.py f9fd6241d935f07b |
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| PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations |
30 May 2025 |
tum-pbs/pde-transformer/pdetransformer/core/mixed_channels/pde_transformer.py 9072d177002cdeae |
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| GoLF-NRT: Integrating Global Context and Local Geometry for Few-Shot View Synthesis |
26 May 2025 |
KLMAV-CUC/GoLF-NRT/golf/model.py f44b243d26879d72 |
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| Perception Encoder: The best visual embeddings are not at the output of the network |
17 Apr 2025 |
facebookresearch/perception_models/apps/detection/DETA_pe/models/swin.py f9fd6241d935f07b |
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| Perception Encoder: The best visual embeddings are not at the output of the network |
17 Apr 2025 |
facebookresearch/perception_models/apps/detection/DETA_pe/models/utils_d2.py 750facb8c52e8864 |
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| EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance |
17 Apr 2025 |
LeapLabTHU/EchoWorld/finetune/models/lvm_med.py 105fa08885dc36cc |
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| Multi-Flow: Multi-View-Enriched Normalizing Flows for Industrial Anomaly Detection |
4 Apr 2025 |
m-kruse98/multi-flow/models/SwinTransformer.py 144d10b49baeb8a6 |
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| Progressive Focused Transformer for Single Image Super-Resolution |
26 Mar 2025 |
labshuhanggu/pft-sr/basicsr/archs/pft_arch.py 60363d0620f5778d |
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| Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation |
21 Mar 2025 |
MQinghe/SynFoC/code/sam_lora_image_encoder.py e2d65788764b539c |
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| KVQ: Boosting Video Quality Assessment via Saliency-guided Local Perception |
13 Mar 2025 |
qyp2000/KVQ/vqa/models/kvq.py a168a4b2deed08db |
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| One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion |
27 Feb 2025 |
AWCXV/GIFNet/GIFNet_model.py 751569c78a842e44 |
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| FeatSharp: Your Vision Model Features, Sharper |
22 Feb 2025 |
nvlabs/radio/radio/eradio_model.py 0652c4e6e4af6e9b |
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| SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement |
10 Feb 2025 |
linyq2117/samrefiner/SAMRefiner_plus/segment-anything/segment_anything/modeling/image_encoder.py 105fa08885dc36cc |
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| iFormer: Integrating ConvNet and Transformer for Mobile Application |
26 Jan 2025 |
ChuanyangZheng/iFormer/detection/iformer.py 7a3f740ecc375589 |
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| Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation |
16 Jan 2025 |
kaist-cvml/part-catseg/baselines/modeling/transformer/obj_part_cat_seg_model.py 993ae96666b00cb5 |
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| PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation |
12 Jan 2025 |
PRIS-CV/PGP-SAM/segment_anything/modeling/image_encoder.py 105fa08885dc36cc |
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| InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models |
18 Dec 2024 |
congvvc/instructseg/instructseg/model/mask_encoder/swin_trans.py 144d10b49baeb8a6 |
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| Backdoor Attacks against No-Reference Image Quality Assessment Models via a Scalable Trigger |
10 Dec 2024 |
yuyi-sd/baiqa/DBCNN.py 144d10b49baeb8a6 |
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| Bridging the Divide: Reconsidering Softmax and Linear Attention |
9 Dec 2024 |
leaplabthu/inline/models/inline_swin.py 144d10b49baeb8a6 |
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| Deep Variational Bayesian Modeling of Haze Degradation Process |
4 Dec 2024 |
imeunu/variational-dehazing-networks/GCANet/networks/DehazeFormer.py 751569c78a842e44 |
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| Pixel-level and Semantic-level Adjustable Super-resolution: A Dual-LoRA Approach |
4 Dec 2024 |
csslc/pisa-sr/ram/models/swin_transformer.py 144d10b49baeb8a6 |
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| ChatRex: Taming Multimodal LLM for Joint Perception and Understanding |
27 Nov 2024 |
idea-research/chatrex/chatrex/upn/models/backbone/swin.py f9fd6241d935f07b |
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| HyperSeg: Towards Universal Visual Segmentation with Large Language Model |
26 Nov 2024 |
congvvc/HyperSeg/hyperseg/model/multimodal_encoder/swin_trans.py 144d10b49baeb8a6 |
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| PromptHSI: Universal Hyperspectral Image Restoration with Vision-Language Modulated Frequency Adaptation |
24 Nov 2024 |
chingheng0808/PromptHSI/utils/DRCT.py f9fd6241d935f07b |
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| MambaIRv2: Attentive State Space Restoration |
22 Nov 2024 |
csguoh/mambair/analysis/model_zoo/hat.py 60363d0620f5778d |
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| Quantization without Tears |
21 Nov 2024 |
wujx2001/QwT/QwT-cls-latency-test/models/quant_swin_transformer.py 80c66c535be6f491 |
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| Adversarial Diffusion Compression for Real-World Image Super-Resolution |
20 Nov 2024 |
guaishou74851/adcsr/ram/models/swin_transformer.py 144d10b49baeb8a6 |
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| VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation |
18 Nov 2024 |
JT-Sun/Filtering-WoRA/models/swin_transformer.py 144d10b49baeb8a6 |
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| Expanding Sparse Tuning for Low Memory Usage |
4 Nov 2024 |
ssfgunner/SNELL/model/swin_timm.py 993ae96666b00cb5 |
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| DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain |
19 Oct 2024 |
w2kun/DCDepth/networks/newcrf_layers.py 144d10b49baeb8a6 |
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| Why Go Full? Elevating Federated Learning Through Partial Network Updates |
15 Oct 2024 |
FLAIR-Community/Fling/fling/model/swin_transformer.py f9fd6241d935f07b |
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| PCF-Lift: Panoptic Lifting by Probabilistic Contrastive Fusion |
14 Oct 2024 |
facebookresearch/Detic/detic/modeling/backbone/swintransformer.py f9fd6241d935f07b |
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| Text4Seg: Reimagining Image Segmentation as Text Generation |
13 Oct 2024 |
mc-lan/Text4Seg/ms-swift/text4seg/segment_anything/modeling/image_encoder.py 105fa08885dc36cc |
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| Multimodal LLM Enhanced Cross-lingual Cross-modal Retrieval |
30 Sep 2024 |
lijiabei-7/leccr/LECCR/models/swin_transformer.py 144d10b49baeb8a6 |
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| LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models |
29 Sep 2024 |
tdlhl/LoRKD/model/SwinUNETR.py 80ada9d6ef99fa0d |
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| Revisit Anything: Visual Place Recognition via Image Segment Retrieval |
26 Sep 2024 |
anyloc/revisit-anything/sam/segment_anything/modeling/image_encoder.py 105fa08885dc36cc |
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| Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models |
16 Sep 2024 |
yuchuantian/u-dit/utils/udit_models_original.py 5b36e74896cd9928 |
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| Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? |
12 Sep 2024 |
kerem-cekmeceli/foundation-models-for-medical-imagery/MedicalSegmentation/med_seg_foundation/models/benchmarks/SwinUnet/swin_transformer_unet_skip_expand_decoder_sys.py 144d10b49baeb8a6 |
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| Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning |
16 Aug 2024 |
wwzhuang01/math-puma/models/deepseek_math/sam.py 5693c99bfc32e135 |
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| SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More |
8 Aug 2024 |
tianrun-chen/sam-adapter-pytorch/models/mmseg/models/sam/image_encoder.py 105fa08885dc36cc |
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| An Efficient and Effective Transformer Decoder-Based Framework for Multi-Task Visual Grounding |
2 Aug 2024 |
chenwei746/eevg/models/visual_model/SwinT.py 144d10b49baeb8a6 |
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| An Efficient and Effective Transformer Decoder-Based Framework for Multi-Task Visual Grounding |
2 Aug 2024 |
chenwei746/eevg/models/visual_model/ViTDet.py 750facb8c52e8864 |
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| Medical SAM 2: Segment medical images as video via Segment Anything Model 2 |
1 Aug 2024 |
medicinetoken/medical-sam2/sam2_train/modeling/backbones/utils.py 9b4931a54ea2c814 |
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| Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets |
28 Jul 2024 |
ztx-100/efficient_vit_with_dw/models/swin_transformer.py 144d10b49baeb8a6 |
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| Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features |
3 Jul 2024 |
sthalles/MaSSL/models/swin_transformer.py 144d10b49baeb8a6 |
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| AbdomenAtlas: A Large-Scale, Detailed-Annotated, & Multi-Center Dataset for Efficient Transfer Learning and Open Algorithmic Benchmarking |
23 Jul 2024 |
mrgiovanni/abdomenatlas/model/SwinUNETR.py 80ada9d6ef99fa0d |
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| Improving Representation of High-frequency Components for Medical Visual Foundation Models |
19 Jul 2024 |
Arturia-Pendragon-Iris/Frepa/model.py 9185d0312408e7bd |
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| Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation |
19 Jul 2024 |
zhengyuan-xie/ECCV24_NeST/models/swin.py 144d10b49baeb8a6 |
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| MambaVision: A Hybrid Mamba-Transformer Vision Backbone |
10 Jul 2024 |
jiaowoguanren0615/MambaVision/models/build_cls_models.py 88bf73966cf30ec8 |
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| Reprogramming Distillation for Medical Foundation Models |
9 Jul 2024 |
MediaBrain-SJTU/RD/network/lvm.py 105fa08885dc36cc |
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| DiGRAF: Diffeomorphic Graph-Adaptive Activation Function |
2 Jul 2024 |
ipsitmantri/DiTASK/models/swin_transformer_ditask.py 144d10b49baeb8a6 |
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| Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs |
24 Jun 2024 |
cambrian-mllm/cambrian/cambrian/model/multimodal_encoder/sam/encoder.py 5693c99bfc32e135 |
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| Details Make a Difference: Object State-Sensitive Neurorobotic Task Planning |
14 Jun 2024 |
xiao-wen-sun/ossa/grit/grit/modeling/backbone/utils.py 750facb8c52e8864 |
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| LAVIB: A Large-scale Video Interpolation Benchmark |
14 Jun 2024 |
alexandrosstergiou/lavib/VFI_codebases/EMA-VFI/model/feature_extractor.py 9641bf1050805151 |
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| RobustSAM: Segment Anything Robustly on Degraded Images |
13 Jun 2024 |
robustsam/RobustSAM/robust_segment_anything/modeling/image_encoder.py 105fa08885dc36cc |
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| MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification |
9 Jun 2024 |
spin-umass/meansparse/ImageNet_Linfinity/Swin_L/MeanSparse_swin_transformer.py 0a394d15da3f8f82 |
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| GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer |
3 Jun 2024 |
JiaDingCN/GeminiFusion/models/swin_transformer.py 144d10b49baeb8a6 |
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| Correlation Matching Transformation Transformers for UHD Image Restoration |
2 Jun 2024 |
supersupercong/uhdformer/basicsr/archs/network_swinir.py 144d10b49baeb8a6 |
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| FlowIE: Efficient Image Enhancement via Rectified Flow |
1 Jun 2024 |
EternalEvan/FlowIE/model/swinir.py 144d10b49baeb8a6 |
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| Open-Set Domain Adaptation for Semantic Segmentation |
30 May 2024 |
KHU-AGI/BUS/MobileSam/mobile_sam/modeling/image_encoder.py 105fa08885dc36cc |
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| Instruction-Guided Visual Masking |
30 May 2024 |
2toinf/ivm/model/IVM.py 89c1f2e801f0e941 |
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| Instruction-Guided Visual Masking |
30 May 2024 |
2toinf/IVM/model/sam_components/image_encoder.py 105fa08885dc36cc |
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| DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark |
30 May 2024 |
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| Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography |
28 May 2024 |
ljwztc/clip-driven-universal-model/model/SwinUNETR.py 80ada9d6ef99fa0d |
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| ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution |
23 May 2024 |
gcouairon/archesweather/backbones/archesweather.py 09d5a8b64f9cd9c0 |
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| Focus Anywhere for Fine-grained Multi-page Document Understanding |
23 May 2024 |
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| SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-parameterized Batch Normalization |
19 May 2024 |
xinghaochen/slab/classification/models/slab_swin.py 144d10b49baeb8a6 |
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| IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model |
16 May 2024 |
yongsongh/irsrmamba/analysis/model_zoo/swinIR.py 144d10b49baeb8a6 |
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Apache-2.0 (permissive) |
| IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model |
16 May 2024 |
yongsongh/irsrmamba/analysis/model_zoo/hat.py 60363d0620f5778d |
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Apache-2.0 (permissive) |
| M$^4$oE: A Foundation Model for Medical Multimodal Image Segmentation with Mixture of Experts |
15 May 2024 |
jefferyjiang-yf/m4oe/networks/swin_transformer_moe_decoder_encoder.py 144d10b49baeb8a6 |
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| TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning |
6 May 2024 |
chongqingnosubway/selfreg-unet/src/train_acdc/network/swin_transformer_unet_skip_expand_decoder_sys.py 144d10b49baeb8a6 |
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MIT (permissive) |
| ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers |
2024-04 (from id) |
yzGuu830/efficient-speech-codec/esc/modules/transformer/attention.py f6b2d702fc756d64 |
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MIT (permissive) |
| MAS-SAM: Segment Any Marine Animal with Aggregated Features |
24 Apr 2024 |
Drchip61/MAS-SAM/MAS-SAM/sam_lora_image_encoder.py 44295279053c2920 |
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| Progressive Token Length Scaling in Transformer Encoders for Efficient Universal Segmentation |
23 Apr 2024 |
abhishekaich27/proscale-pytorch/mask2former/modeling/backbone/swin.py f9fd6241d935f07b |
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| MathNet: A Data-Centric Approach for Printed Mathematical Expression Recognition |
21 Apr 2024 |
felix-schmitt/MathNet/model_parts/focal_transformer.py f9fd6241d935f07b |
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CC-BY-4.0 · pointer only |
| Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer |
21 Apr 2024 |
kepengxu/PGTFormer/modules/swin.py c33b3de22ecbd051 |
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| Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer |
21 Apr 2024 |
kepengxu/PGTFormer/modules/rstt_layers.py dbf81aece2a63747 |
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| Multi-view Aggregation Network for Dichotomous Image Segmentation |
11 Apr 2024 |
qianyu-dlut/mvanet/model/SwinTransformer.py 144d10b49baeb8a6 |
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MIT (permissive) |
| Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation |
9 Apr 2024 |
aleemsidra/SaLIP/segment_anything/modeling/image_encoder.py 105fa08885dc36cc |
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MIT (permissive) |