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    74 repositories

    • NoisyRationales

      Public
      [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"
      Python
      •1•26•0•0•Updated Dec 24, 2024Dec 24, 2024

    • BayesianLM

      Public
      [NeurIPS 2024 Oral] "Bayesian-Guided Label Mapping for Visual Reprogramming"
      Python
      •
      MIT License
      •1•4•0•0•Updated Dec 20, 2024Dec 20, 2024

    • SMM

      Public
      [ICML 2024 Spotlight] "Sample-specific Masks for Visual Reprogramming-based Prompting"
      Python
      •
      MIT License
      •1•8•0•0•Updated Dec 20, 2024Dec 20, 2024

    • CausalCOAT

      Public
      [NeurIPS 2024] "Discovery of the Hidden World with Large Language Models"
      Jupyter Notebook
      •2•15•0•0•Updated Dec 2, 2024Dec 2, 2024

    • PPDG-MI

      Public
      [NeurIPS 2024] "Pseudo-Private Data Guided Model Inversion Attacks"
      model-inversion-attacksprivacy-attacks
      Jupyter Notebook
      •0•0•0•0•Updated Nov 16, 2024Nov 16, 2024

    • CoPA

      Public
      [NeurIPS 2024] "Mind the Gap between Prototypes and Images in Cross-domain Finetuning"
      Jupyter Notebook
      •
      MIT License
      •2•9•0•0•Updated Nov 15, 2024Nov 15, 2024

    • .github

      Public
      0•0•0•0•Updated Nov 14, 2024Nov 14, 2024

    • SCT

      Public
      [NeurIPS 2024] "Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection"
      Python
      •2•7•0•0•Updated Oct 28, 2024Oct 28, 2024

    • CoVer

      Public
      [NeurIPS 2024] "What If the Input is Expanded in OOD Detection?"
      Python
      •1•6•0•0•Updated Oct 28, 2024Oct 28, 2024

    • NegLabel

      Public
      [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
      Python
      •
      Apache License 2.0
      •3•14•0•0•Updated Oct 23, 2024Oct 23, 2024

    • NeuralAtom

      Public
      [ICLR 2024] "Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel"
      graph-learninglong-range-dependence
      Python
      •
      MIT License
      •1•3•0•0•Updated Oct 7, 2024Oct 7, 2024

    • MOKD

      Public
      [ICML 2024] "MOKD: Cross-domain Finetuning via Maximizing Optimized Kernel Dependence"
      Python
      •
      MIT License
      •1•4•0•0•Updated Oct 7, 2024Oct 7, 2024

    • tmlr-group.github.io

      Public
      JavaScript
      •0•0•0•0•Updated Sep 13, 2024Sep 13, 2024

    • WCA

      Public
      [ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"
      clipsimilarity-scoredomain-generalizationzero-shot-classificationtest-time-adaptationlarge-language-modelsvision-language-modelvisual-text-alignmentimage-text-alignment
      Python
      •
      MIT License
      •2•43•0•0•Updated Sep 3, 2024Sep 3, 2024

    • Twin-sight-paddle

      Public
      [ICLR 2024] Paddle verison code of "Robust Training of Federated Models with Extremely Label Deficiency"
      Python
      •
      MIT License
      •1•0•0•0•Updated Sep 3, 2024Sep 3, 2024

    • FedFed-paddle

      Public
      [NeurIPS 2023] Paddle verison code of "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"
      Python
      •
      MIT License
      •1•0•0•0•Updated Sep 3, 2024Sep 3, 2024

    • Co-Boosting-PaddlePaddle

      Public
      [ICLR 2024] "Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting" Paddlepaddle version
      Python
      •1•0•0•0•Updated Aug 19, 2024Aug 19, 2024

    • GMT

      Public
      [ICML 2024] How Interpretable Are Interpretable Graph Neural Networks?
      Python
      •
      MIT License
      •1•0•0•0•Updated Jun 27, 2024Jun 27, 2024

    • FeAT

      Public
      [NeurIPS 2023] "Understanding and Improving Feature Learning for Out-of-Distribution Generalization"
      Python
      •1•2•0•1•Updated Jun 19, 2024Jun 19, 2024

    • EOE

      Public
      [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"
      Python
      •1•12•0•0•Updated Jun 14, 2024Jun 14, 2024

    • PART

      Public
      [ICML 2024] "Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training"
      Python
      •
      MIT License
      •1•14•0•0•Updated Jun 4, 2024Jun 4, 2024

    • GSLM

      Public
      [TMLR 2024] "Exploit CAM by itself: Complementary Learning System for Weakly Supervised Semantic Segmentation"
      Python
      •
      MIT License
      •1•0•0•0•Updated Jun 3, 2024Jun 3, 2024

    • NUSA

      Public
      [IJCV 2024] "Does Confusion Really Hurts Novel Class Discovery?"
      Python
      •1•0•0•0•Updated May 31, 2024May 31, 2024

    • one-shot-subgraph

      Public
      [ICLR 2024] "Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs"
      knowledge-graphpersonalized-pagerank
      Python
      •
      MIT License
      •2•8•0•0•Updated Mar 21, 2024Mar 21, 2024

    • NoiseDiffusion

      Public
      [ICLR 2024 Spotlight] "NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation"
      Python
      •1•1•0•0•Updated Mar 13, 2024Mar 13, 2024

    • Co-Boosting

      Public
      [ICLR 2024] "Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting"
      Python
      •4•0•0•0•Updated Feb 22, 2024Feb 22, 2024

    • Twin-sight

      Public
      [ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"
      Python
      •
      MIT License
      •1•1•0•0•Updated Feb 21, 2024Feb 21, 2024

    • DeepInception

      Public
      [arXiv:2311.03191] "DeepInception: Hypnotize Large Language Model to Be Jailbreaker"
      jailbreakdeepsafetyinceptiongpttrustworthygpt3gpt4large-language-modelsllm
      Python
      •
      MIT License
      •14•129•0•0•Updated Feb 20, 2024Feb 20, 2024

    • INSET

      Public
      [ICLR 2024] "Enhancing Neural Subset Selection: Integrating Background Information Into Set Representations"
      Python
      •2•0•0•0•Updated Feb 19, 2024Feb 19, 2024

    • MMD-MP

      Public
      [ICLR 2024] "Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy"
      Python
      •
      MIT License
      •2•1•0•0•Updated Feb 5, 2024Feb 5, 2024