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Popular repositories

  1. PuzzleMix PuzzleMix Public

    Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)

    Jupyter Notebook 156 17

  2. Co-Mixup Co-Mixup Public

    Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)

    Jupyter Notebook 105 10

  3. Efficient-Dataset-Condensation Efficient-Dataset-Condensation Public

    Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)

    Python 99 13

  4. EDAC EDAC Public

    Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)

    Python 67 4

  5. Context-Memory Context-Memory Public

    Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)

    Python 44 1

  6. parsimonious-blackbox-attack parsimonious-blackbox-attack Public

    Official TensorFlow implementation of "Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization" (ICML 2019)

    Python 37 14

Repositories

Showing 10 of 20 repositories
  • Achievement-Distillation Public

    Official PyTorch implementation of "Discovering Hierarchical Achievements in Reinforcement Learning via Contrastive Learning" (NeurIPS 2023)

    Python 23 MIT 0 0 0 Updated Apr 20, 2024
  • Context-Memory Public

    Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)

    Python 44 MIT 1 1 0 Updated Apr 18, 2024
  • snu-mllab.github.io Public
    HTML 0 0 0 0 Updated Mar 4, 2024
  • slurm_launcher Public

    A Python library for launching Slurm tasks

    Python 1 MIT 0 0 0 Updated Feb 6, 2024
  • Neural-Relation-Graph Public

    Official PyTorch implementation of "Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data" (NeurIPS'23)

    Python 15 MIT 3 0 0 Updated Dec 4, 2023
  • DPPO Public

    Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)

    Python 32 MIT 1 0 0 Updated Oct 27, 2023
  • Efficient-Dataset-Condensation Public

    Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)

    Python 99 MIT 13 0 0 Updated Oct 18, 2023
  • Efficient-CNN-Depth-Compression Public

    Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)

    Python 12 MIT 0 0 0 Updated Oct 5, 2023
  • preemptive-robustification Public

    Official PyTorch implementation of "Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks" (AAAI 2022)

    Python 3 MIT 2 0 0 Updated Oct 3, 2023
  • DiscreteBlockBayesAttack Public

    Official PyTorch implementation of "Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization" (ICML'22)

    Python 22 MIT 2 0 0 Updated Sep 26, 2023
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