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2026-08 (from id) |
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2026-07 (from id) |
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2026-07 (from id) |
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| PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting added by Syntology |
2026-06 (from id) |
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2026-06 (from id) |
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2026-06 (from id) |
Peng-Fei-Sun/CPES/model.py 7d6032a2637502ba |
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2026-06 (from id) |
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2026-06 (from id) |
sunisfighting/SIGNA/model.py e2856339ea994286 |
ran · metamorphic tier: invariant
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2026-06 (from id) |
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2026-05 (from id) |
TongjiFinLab/PeakFocus/models/proposed_model.py a5412fb1b0408c3a |
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MIT (permissive) |
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2026-05 (from id) |
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| L-Drive: Beyond a Single Mapping-Latent Context Drives Time Series Forecasting added by Syntology |
2026-05 (from id) |
ShijunChen01/L-Drive/models/L_Drive.py 9d5b6aad275c98d0 |
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2026-05 (from id) |
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ran · metamorphic tier: deterministic
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2026-05 (from id) |
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2026-05 (from id) |
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2026-05 (from id) |
bojunZhang-heng/RETO/modules_RT/model/RETO.py b6c7d18293dfd706 |
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MIT (permissive) |
| Normalizing Flows with Iterative Denoising added by Syntology |
2026-04 (from id) |
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2026-04 (from id) |
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| Do Papers Tell the Whole Story? A Benchmark and Framework for Uncovering Hidden Implementation Gaps in Bioinformatics added by Syntology |
2026-03 (from id) |
Ricardo1998-Xu/BioCon/model.py bff3fb7e46fce7df |
ran · metamorphic tier: deterministic
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MIT (permissive) |
| Flow Matching Policy Optimization with Mirror Descent and Entropy Constraints added by Syntology |
18 Mar 2026 |
wadx2019/qvpo/agent/qvpo.py 10276c719fb6f855 |
ran
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MIT (permissive) |
| AirDDE: Multifactor Neural Delay Differential Equations for Air Quality Forecasting added by Syntology |
2026-03 (from id) |
w2obin/airdde-aaai/model.py e58df41c06272e06 |
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| RESCHED: Rethinking Flexible Job Shop Scheduling from a Transformer-based Architecture with Simplified States added by Syntology |
2026-03 (from id) |
XiangjieXiao/ReSched/PPO/SchedulingModel.py ed62592b48438066 |
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MIT (permissive) |
| Reward-Conditioned Reinforcement Learning added by Syntology |
2026-03 (from id) |
naumix/BiggerRegularizedCategorical/jaxrl/agent/brc_learner.py 6e0a024aaf80cb02 |
ran
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MIT (permissive) |
| Forecasting as Rendering: A 2D Gaussian Splatting Framework for Time Series Forecasting added by Syntology |
2026-03 (from id) |
yixinwang1/TimeGS/models/TimeGS.py 812396a762c43e3d |
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| T1: One-to-One Channel-Head Binding for Multivariate Time-Series Imputation added by Syntology |
2026-02 (from id) |
Oppenheimerdinger/T1/models/T1.py a2db8dfdfe40f459 |
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MIT (permissive) |
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2026-02 (from id) |
Physics-Scaling/GeoPT/models/Transolver.py 63f6720214ebbf11 |
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2026-02 (from id) |
HUBioDataLab/GLaDiGAtor/Main-Project/Run-Model/run_model.py 358c297b148b3dd3 |
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MIT (permissive) |
| Revisiting the Seasonal Trend Decomposition for Enhanced Time Series Forecasting added by Syntology |
2026-02 (from id) |
Sanjeev97/Time-Series-Decomposition/models/DRDLinear.py 413332810ee0f870 |
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| HPMixer: Hierarchical Patching for Multivariate Time Series Forecasting added by Syntology |
2026-02 (from id) |
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| CoGenCast: A Coupled Autoregressive-Flow Generative Framework for Time Series Forecasting added by Syntology |
2026-02 (from id) |
liuyaguo/_CoGenCast/models/CoGenCast.py 4a87b93e57e0131e |
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| From Observations to States: Latent Time Series Forecasting added by Syntology |
2026-02 (from id) |
Muyiiiii/LatentTSF/models/TimeFilter.py b0a828b38762202a |
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| Deep Temporal Graph Clustering: A Comprehensive Benchmark and Datasets added by Syntology |
2026-01 (from id) |
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2026-01 (from id) |
Huang0035/Skefi/model/TCAGC_ESP.py e7cf371ff7c23405 |
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| XLinear: A Lightweight and Accurate MLP-Based Model for Long-Term Time Series Forecasting with Exogenous Inputs added by Syntology |
2026-01 (from id) |
thuml/Time-Series-Library/models/TimeXer.py a8b369fc0c4944e4 |
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MIT (permissive) |
| Horizon Activation Mapping for Neural Networks in Time Series Forecasting added by Syntology |
2026-01 (from id) |
hansk0812/Forecasting-Models/models/LHF.py a72534772c44fbf9 |
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2025-12 (from id) |
efficient-learning-lab/TimePerceiver/models/TimePerceiver.py d7dbf064377bbd54 |
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MIT (permissive) |
| Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data added by Syntology |
2025-10 (from id) |
nmduonggg/PEPSY/src/benchmark/edf_classification_lm/model/pepsy.py 0571629de00b209f |
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| Learning Without Augmenting: Unsupervised Time Series Representation Learning via Frame Projections added by Syntology |
2025-10 (from id) |
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2025-10 (from id) |
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2025-10 (from id) |
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MIT (permissive) |
| Towards Unsupervised Open-Set Graph Domain Adaptation via Dual Reprogramming added by Syntology |
2025-10 (from id) |
cszhangzhen/GraphRTA/model.py 7aa0cd23454c6f2f |
ran · metamorphic tier: deterministic
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2025-09 (from id) |
jk-sounds/ScatterAD/model/ScatterAD.py 5e7ede5dc8220212 |
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MIT (permissive) |
| RHYTHM: Reasoning with Hierarchical Temporal Tokenization for Human Mobility added by Syntology |
2025-09 (from id) |
he-h/rhythm/models/rhythm.py e736873c7aab8477 |
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MIT (permissive) |
| Generalizable Object Re-Identification via Visual In-Context Prompting added by Syntology |
2025-08 (from id) |
Hzzone/VICP/models.py 12b30e703ff4fe28 |
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| Aligning Moments in Time using Video Queries added by Syntology |
2025-08 (from id) |
vl2g/MATR/model/matr.py 62e850bb45e52bc9 |
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MIT (permissive) |
| Gradual Transition from Bellman Optimality Operator to Bellman Operator in Online Reinforcement Learning |
6 Jun 2025 |
motokiomura/annealed-q-learning/jaxrl/agents/sac/critic.py ee22ca8c40f709c2 |
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MIT (permissive) |
| Improving Time Series Forecasting via Instance-aware Post-hoc Revision |
29 May 2025 |
icantnamemyself/PIR/models/PIR.py 9cf37f55ba404324 |
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MIT (permissive) |
| CMoS: Rethinking Time Series Prediction Through the Lens of Chunk-wise Spatial Correlations |
25 May 2025 |
cstcloudops/cmos/model/CMoS/Model.py 9054aabd0a27418d |
ran · metamorphic tier: deterministic
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| TransDF: Time-Series Forecasting Needs Transformed Label Alignment |
23 May 2025 |
Master-PLC/Time-o1/models/TimeMixer.py b89436d7ccbde46f |
unverified |
MIT (permissive) |
| CRAFT: Time Series Forecasting with Cross-Future Behavior Awareness |
20 May 2025 |
CRAFTinTSF/CRAFT/craft.py 31eb063084e5307e |
ran · metamorphic tier: deterministic
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| Temporal Query Network for Efficient Multivariate Time Series Forecasting |
19 May 2025 |
ACAT-SCUT/TQNet/models/TQNet.py 73331338cadac65c |
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Apache-2.0 (permissive) |
| SAD Neural Networks: Divergent Gradient Flows and Asymptotic Optimality via o-minimal Structures |
14 May 2025 |
deeplearningmethods/sad/models/mnist_ann.py 89ddb72f25490282 |
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MIT (permissive) |
| Gateformer: Advancing Multivariate Time Series Forecasting through Temporal and Variate-Wise Attention with Gated Representations |
1 May 2025 |
nyuolab/gateformer/models/Gateformer.py 950ad539aa4497c7 |
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| Charm: The Missing Piece in ViT fine-tuning for Image Aesthetic Assessment |
3 Apr 2025 |
FBehrad/Charm/model.py 1ca3850807fed344 |
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Apache-2.0 (permissive) |
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24 Mar 2025 |
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Apache-2.0 (permissive) |
| Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling |
23 Mar 2025 |
hedongxiao-tju/E2Neg/networks.py 110dbf667ac57556 |
ran · metamorphic tier: deterministic
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MIT (permissive) |
| Training Robust Graph Neural Networks by Modeling Noise Dependencies |
27 Feb 2025 |
WtaoZhao/GraphGLOW/src/core/model_handler.py acf8a11b99d878de |
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| Hyperspherical Normalization for Scalable Deep Reinforcement Learning |
21 Feb 2025 |
naumix/BiggerRegularizedOptimistic/jaxrl/bro/actor.py f73fa4e26e899f5b |
ran
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MIT (permissive) |
| Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting |
20 Feb 2025 |
SuDIS-ZJU/SCAM/src/models/nets/scam_multi.py 85db6bec0efff1cc |
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| CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking |
9 Feb 2025 |
cezhang01/correct/model.py 1f9d11a95769f332 |
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| Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative |
13 Feb 2025 |
iDEA-iSAIL-Lab-UIUC/TaTS/models/FiLM.py 31c83e9eea158cf0 |
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MIT (permissive) |
| Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting |
11 Feb 2025 |
ljc-fvnr/structural-aligned-mixture-of-var/models/AutoregressiveAlignment.py af4d19e1b7122a73 |
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MIT (permissive) |
| General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data |
5 Feb 2025 |
MMTS4All/GTM/models/GTM.py 8c3f69bf3422858a |
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MIT (permissive) |
| Sub-Sequential Physics-Informed Learning with State Space Model |
1 Feb 2025 |
minihuihui/pinnmamba/models/PINNMamba.py 3f7dd75401d52c69 |
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MIT (permissive) |
| Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting |
28 Jan 2025 |
aikunyi/amplifier/models/Amplifier.py 2f650befa9348315 |
ran
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Apache-2.0 (permissive) |
| FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting |
23 Jan 2025 |
jackyue1994/FreEformer/model/FrePatchTST3_fre_all.py 985ac3aa5ccdb250 |
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| Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis |
7 Nov 2024 |
WuQiangXDU/Peri-midFormer/model/PerimidFormer.py 1177d2be24962e5c |
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| FilterNet: Harnessing Frequency Filters for Time Series Forecasting |
3 Nov 2024 |
aikunyi/FreTS/models/FreTS.py d320822331f5ef05 |
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Apache-2.0 (permissive) |
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19 Oct 2024 |
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Apache-2.0 (permissive) |
| Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting |
8 Oct 2024 |
melmaphother/timedart/models/TimeDART.py 92f6c7a56a9adc06 |
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| Knowledge Graph Embedding by Normalizing Flows |
30 Sep 2024 |
changyi7231/NFE/model.py e849a393acc35f01 |
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| Vision-Language Models are Strong Noisy Label Detectors |
29 Sep 2024 |
hotanlee/deft/model/CLIP.py 3c0179f2c08e061b |
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MIT (permissive) |
| CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns |
27 Sep 2024 |
ACAT-SCUT/CycleNet/models/CycleNet.py 8d74ec9503041e58 |
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Apache-2.0 (permissive) |
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20 Sep 2024 |
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| Generalizable Facial Expression Recognition |
20 Aug 2024 |
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| Dataset Distillation for Offline Reinforcement Learning |
29 Jul 2024 |
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Apache-2.0 (permissive) |
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7 Jul 2024 |
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| Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting |
29 Jun 2024 |
aikunyi/filternet/models/PaiFilter.py 220045e66fc5bddc |
ran · metamorphic tier: deterministic
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Apache-2.0 (permissive) |
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20 Jun 2024 |
taohan10200/weather-5k/models/Corrformer.py b8cc3b42dec2929e |
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MIT (permissive) |
| MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction |
17 Jun 2024 |
qiaosun22/MiniConGTS/modules/models/roberta.py faa61c74ae050460 |
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Apache-2.0 (permissive) |
| Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis |
12 Jun 2024 |
adityalab/mm-tsflib/models/TimeMixer.py 004f481be928afb9 |
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MIT (permissive) |
| Provably Better Explanations with Optimized Aggregation of Feature Attributions |
7 Jun 2024 |
thomdeck/aggopt/src/agg_explainers.py 0bd64df758577d9d |
ran
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MIT (permissive) |
| MASA: Motion-aware Masked Autoencoder with Semantic Alignment for Sign Language Recognition |
31 May 2024 |
sakura2233565548/masa/moco/GCN_Transformer_mask.py 22ed422281aca870 |
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| Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers |
26 May 2024 |
chaudatascience/diverse_channel_vit/models/dichavit.py 272b7996ff94b551 |
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MIT (permissive) |
| Bigger, Regularized, Optimistic: scaling for compute and sample-efficient continuous control |
25 May 2024 |
proceduralia/high_replay_ratio_continuous_control/jaxrl/agents/sac/sac_learner.py 8e4b15accbb74070 |
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MIT (permissive) |
| Bigger, Regularized, Optimistic: scaling for compute and sample-efficient continuous control |
25 May 2024 |
naumix/BiggerRegularizedOptimistic/jaxrl/bro/bro_learner.py 60af6b78baad020d |
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MIT (permissive) |
| Adaptive Stabilization Based on Machine Learning for Column Generation |
18 May 2024 |
yunzhuangshen/ml-based-adaptive-stabilization/ml/models/models.py a8d8e161d1981caa |
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| The Curse of Diversity in Ensemble-Based Exploration |
7 May 2024 |
zhixuan-lin/ensemble-rl-continuous/jaxrl/agents/cel/cel_learner.py a681d1d465ca2192 |
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MIT (permissive) |
| SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion |
22 Apr 2024 |
secilia-cxy/softs/models/SOFTS.py 9db3c235d674d71c |
ran
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MIT (permissive) |
| Bridging the Gap Between End-to-End and Two-Step Text Spotting |
6 Apr 2024 |
husterpzh/pssr/model.py e3d0360e5fe8ab89 |
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Apache-2.0 (permissive) |
| Online GNN Evaluation Under Test-time Graph Distribution Shifts |
15 Mar 2024 |
amanda-zheng/lebed/LEBED-tempo-arxiv/model.py 3cafbc0876b6edf3 |
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MIT (permissive) |
| UniTS: A Unified Multi-Task Time Series Model |
29 Feb 2024 |
thuml/Time-Series-Library/models/TimeMixer.py b1d72a6f113503e9 |
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MIT (permissive) |
| UniTS: A Unified Multi-Task Time Series Model |
29 Feb 2024 |
mims-harvard/UniTS/models/UniTS.py 1a32039eae4bf633 |
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MIT (permissive) |
| HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields |
26 Feb 2024 |
amathislab/HOISDF/main/model.py 749e3728103f0cd4 |
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| Generative Semi-supervised Graph Anomaly Detection |
19 Feb 2024 |
mala-lab/ggad/model.py fdec68da5b0533c4 |
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| Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting |
4 Feb 2024 |
decisionintelligence/pathformer/models/PathFormer.py 2b101a2bdc6b2fd6 |
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| Taylor Videos for Action Recognition |
5 Feb 2024 |
leiwangr/video-ar/backbone/net/st_gcn.py ee1cc73a20e6085c |
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| Learning Structure-Aware Representations of Dependent Types |
3 Feb 2024 |
konstantinoskokos/quill/src/quill/nn/model.py 62245188ef69c424 |
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| Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection |
24 Jan 2024 |
benedictstar/Joint-VAD/Weakly/model.py a2098a3627ab354c |
unverified |
MIT (permissive) |
| U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting |
4 Jan 2024 |
XiangMa-Shaun/U-Mixer/models/UMixer.py 489f557d2f7d6b62 |
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| Motif-aware Riemannian Graph Neural Network with Generative-Contrastive Learning |
2 Jan 2024 |
riemanngraph/motifrgc/models.py c426aa4122c719cd |
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MIT (permissive) |
| Continual Learning via Sequential Function-Space Variational Inference |
28 Dec 2023 |
timrudner/S-FSVI/sfsvi/fsvi_utils/objectives_cl.py e148b71fa281c7ec |
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MIT (permissive) |
| Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning |
27 Oct 2023 |
leaplabthu/famo2o/jax_iql/family_learner.py bde48e098e1d0bb3 |
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MIT (permissive) |
| Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space |
14 Oct 2023 |
amazon-science/tabsyn/tabsyn/model.py 5608f882c4d890ea |
ran
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Apache-2.0 (permissive) |