| Beyond Visual Cues: CoT-Enhanced Reasoning for Semi-supervised Medical Image Segmentation added by Syntology |
2026-06 (from id) |
cymasuna/CERS/model/CERS.py 0de14c5269ff3b39 |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| UPLOTS: A Unified Pretrained Language Model for Constrained Time-series Generation added by Syntology |
2026-06 (from id) |
cruiseresearchgroup/UPLOTS/uplots/Models/interpretable_diffusion/transformer.py 8706c03b4824a053 |
unverified |
MIT (permissive) |
| FILT3R: Latent State Adaptive Kalman Filter for Streaming 3D Reconstruction added by Syntology |
2026-03 (from id) |
jinotter3/FILT3R/src/dust3r/model.py f76564f04719491f |
unverified |
licence not identified · pointer only |
| Escaping the BLEU Trap: A Signal-Grounded Framework with Decoupled Semantic Guidance for EEG-to-Text Decoding added by Syntology |
2026-03 (from id) |
xmed-lab/SemKey/model/semkey_parallel.py de8c4bc7cfdac12a |
ran
|
MIT (permissive) |
| SegMate: Asymmetric Attention-Based Lightweight Architecture for Efficient Multi-Organ Segmentation added by Syntology |
2026-02 (from id) |
andreibunea99/SegMate/models/segmate_v2.py 48ddbcf703ceead6 |
ran
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no licence file found · pointer only |
| Degradation-Aware Metric Prompting for Hyperspectral Image Restoration added by Syntology |
2025-12 (from id) |
MiliLab/DAMP/DAMP.py 59170c1adadb5d28 |
unverified |
no licence file found · pointer only |
| IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra added by Syntology |
2025-08 (from id) |
HeewoongNoh/IR-Agent/models/translator.py d0b8058d6f5118f4 |
ran
fingerprinted |
no licence file found · pointer only |
| Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing |
17 Mar 2025 |
Jiayi-Fu/IPC-Dehaze/basicsr/archs/dehazeToken_arch.py 109eb1b677c849fe |
ran · metamorphic tier: deterministic
|
licence not identified · pointer only |
| Generative Modeling and Data Augmentation for Power System Production Simulation |
10 Dec 2024 |
Becklishious/NeurIPS2024/TS-Diffusion/Models/interpretable_diffusion/gaussian_diffusion.py c9fce8b55facaba1 |
unverified |
no licence file found · pointer only |
| MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion |
16 Sep 2024 |
LehongWu/MacDiff/model/transformer_macdiff.py f035f943e5114e94 |
ran
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no licence file found · pointer only |
| SigDiffusions: Score-Based Diffusion Models for Long Time Series via Log-Signature Embeddings |
14 Jun 2024 |
Y-debug-sys/Diffusion-TS/Models/interpretable_diffusion/gaussian_diffusion.py 463007d5004378ce |
unverified |
MIT (permissive) |
| Noise2Noise Denoising of CRISM Hyperspectral Data |
26 Mar 2024 |
rob-platt/n2n4m/n2n4m/model.py 03d46033323d1376 |
ran · metamorphic tier: invariant
|
MIT (permissive) |
| GridFormer: Point-Grid Transformer for Surface Reconstruction |
4 Jan 2024 |
list17/GridFormer/src/transformer.py 43654c002f23f271 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| 4M: Massively Multimodal Masked Modeling |
11 Dec 2023 |
apple/ml-4m/fourm/models/fm.py 61b6a9e0db1b82ed |
unverified |
Apache-2.0 (permissive) |
| arXiv:2311.04434 |
2023-11 (from id) |
spatialdatasciencegroup/HST/utils/bandLayers.py 33fa50c51ca64d75 |
unverified |
no licence file found · pointer only |
| RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors |
8 Apr 2023 |
RQ-Wu/RIDCP_dehazing/basicsr/archs/dehaze_vq_weight_arch.py 4691d3a2780aa4c8 |
unverified |
licence not identified · pointer only |
| LLaMA: Open and Efficient Foundation Language Models |
27 Feb 2023 |
akanyaani/miniLLAMA/model.py dba8af448d5b7b39 |
unverified |
MIT (permissive) |
| TinyMIM: An Empirical Study of Distilling MIM Pre-trained Models |
3 Jan 2023 |
oliverrensu/d-igpt/DiGPT_torch/models_digpt.py 3d96fefa337b0261 |
ran · metamorphic tier: deterministic
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no licence file found · pointer only |
| TPFNet: A Novel Text In-painting Transformer for Text Removal |
26 Oct 2022 |
candlelabai/tpfnet/model.py 50d892a2059c5bfb |
ran
|
no licence file found · pointer only |
| CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion |
19 Oct 2022 |
naver/croco/models/croco.py 1615adbdcbbbfe4f |
ran · metamorphic tier: deterministic
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licence not identified · pointer only |
| Model-Based Imitation Learning for Urban Driving |
14 Oct 2022 |
wayveai/mile/mile/models/mile.py 1dff612c72436cae |
ran
|
MIT (permissive) |
| ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation |
29 Jul 2022 |
ZJUGiveLab/ScaleFormer/networks/ScaleFormer.py 824ad75d27fd24b2 |
ran
fingerprinted |
no licence file found · pointer only |
| Joint Hand Motion and Interaction Hotspots Prediction from Egocentric Videos |
4 Apr 2022 |
stevenlsw/hoi-forecast/networks/transformer.py 819242d1ab4105fb |
unverified |
MIT (permissive) |
| SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data |
29 Mar 2021 |
jw9730/setvae/models/networks.py 87658bdfa597bd52 |
unverified |
MIT (permissive) |
| Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction |
22 Mar 2021 |
ygjwd12345/TransDepth/pytorch/TransUNet/networks/vit_seg_modeling.py e513e3bea9c39c7f |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Back to the Feature: Learning Robust Camera Localization from Pixels to Pose |
16 Mar 2021 |
jmorlana/dran/dran/lib/models/two_unet_gem.py 73ff98fe01a66ef6 |
ran · metamorphic tier: deterministic
|
GPL-3.0 (copyleft) · pointer only |
| ALFWorld: Aligning Text and Embodied Environments for Interactive Learning |
8 Oct 2020 |
alfworld/alfworld/alfworld/agents/modules/model.py eaa6cae4d498c74a |
ran
|
MIT (permissive) |
| Denoising Diffusion Probabilistic Models |
19 Jun 2020 |
bot66/mnistdiffusion/model.py 61de5d0bdb038f95 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Attention Is All You Need |
12 Jun 2017 |
sarthaxxxxx/Attention-is-all-you-need/Transformer.py cf05b0a7cc3277f5 |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| Attention Is All You Need |
12 Jun 2017 |
Wolfie8935/Implementation-of-Attention-is-all-you-need/transformer_from_scratch.py 3a299d53153e6db1 |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| Attention Is All You Need |
12 Jun 2017 |
jelifysh/Transformers/transformers.py 6e2e204397b1cd5c |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| Attention Is All You Need |
12 Jun 2017 |
plkmo/Transformer-Eng2French/src/models.py 02857fe9ec971033 |
ran
|
no licence file found · pointer only |
| Attention Is All You Need |
12 Jun 2017 |
kh-kim/simple-nmt/simple_nmt/models/transformer.py 6c75f5c21e11a07f |
ran
|
no licence file found · pointer only |
| Attention Is All You Need |
12 Jun 2017 |
ShivamRajSharma/Transformer-Architectures-From-Scratch/TRANSFORMERS.py 3f081a2e207c6965 |
ran
|
MIT (permissive) |
| Attention Is All You Need |
12 Jun 2017 |
shao-chi/ImageCaption/core/TRANSFORMER/model.py bbc65172b09ef451 |
unverified |
no licence file found · pointer only |
| Attention Is All You Need |
12 Jun 2017 |
seunghwan1228/Transfomer-MachineTranslation/models/transformer.py 12a11ea7b94f97ed |
unverified |
no licence file found · pointer only |
| U-Net: Convolutional Networks for Biomedical Image Segmentation |
18 May 2015 |
neptune-ai/open-solution-mapping-challenge/src/unet_models.py 0b9e1a19b47720fa |
ran · metamorphic tier: deterministic
fingerprinted |
MIT (permissive) |
| U-Net: Convolutional Networks for Biomedical Image Segmentation |
18 May 2015 |
mberkay0/pretrained-backbones-unet/backbones_unet/model/unet.py 8c1014f9dd838d35 |
ran
fingerprinted |
MIT (permissive) |
| U-Net: Convolutional Networks for Biomedical Image Segmentation |
18 May 2015 |
ternaus/TernausNetV2/models/ternausnet2.py e10cfa119a14138a |
ran · metamorphic tier: invariant
fingerprinted |
BSD-3-Clause (permissive) |
| U-Net: Convolutional Networks for Biomedical Image Segmentation |
18 May 2015 |
lRomul/argus-tgs-salt/src/nick_zoo/unet_flex.py daaa6b26ee8719db |
ran · metamorphic tier: invariant
|
MIT (permissive) |
| U-Net: Convolutional Networks for Biomedical Image Segmentation |
18 May 2015 |
park-cheol/Speech_Enhancement-DCUnet/model/DCUNet.py a0823bfedfb597c1 |
ran
|
no licence file found · pointer only |