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  1. PuzzleMix PuzzleMix Public

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

    Jupyter Notebook 159 18

  2. Efficient-Dataset-Condensation Efficient-Dataset-Condensation Public

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

    Python 112 13

  3. Co-Mixup Co-Mixup Public

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

    Jupyter Notebook 103 10

  4. EDAC EDAC Public

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

    Python 75 6

  5. Context-Memory Context-Memory Public

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

    Python 57 2

  6. DPPO DPPO Public

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

    Python 42 1

Repositories

Showing 10 of 23 repositories
  • snu-mllab.github.io Public
    HTML 0 0 0 0 Updated Apr 10, 2025
  • class-image-files Public
    0 0 0 0 Updated Mar 19, 2025
  • Achievement-Distillation Public

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

    Python 32 MIT 1 0 0 Updated Feb 25, 2025
  • Targeted-Cause-Discovery Public

    Official implementation for "Targeted Cause Discovery with Data-Driven Learning"

    Python 23 MIT 2 1 0 Updated Aug 30, 2024
  • LayerMerge Public

    Official PyTorch implementation of "LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging" (ICML'24)

    Python 29 MIT 1 0 0 Updated Aug 15, 2024
  • GreedyPolicyForMOCO Public

    Official PyTorch implementation of "Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization" (ICML'24)

    Python 4 MIT 0 0 0 Updated Aug 5, 2024
  • DPPO Public

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

    Python 42 MIT 1 0 0 Updated Jul 20, 2024
  • Efficient-CNN-Depth-Compression Public

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

    Python 13 MIT 0 0 0 Updated Jul 11, 2024
  • Context-Memory Public

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

    Python 57 MIT 2 1 0 Updated Apr 18, 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
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