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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 157 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 101 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 46 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 22 repositories
  • LayerMerge Public

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

    snu-mllab/LayerMerge’s past year of commit activity
    Python 15 MIT 1 0 0 Updated Jul 7, 2024
  • snu-mllab.github.io Public
    snu-mllab/snu-mllab.github.io’s past year of commit activity
    HTML 0 0 0 0 Updated Jun 26, 2024
  • slurm_launcher Public

    A Python library for launching Slurm tasks

    snu-mllab/slurm_launcher’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Jun 4, 2024
  • GreedyPolicyForMOCO Public

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

    snu-mllab/GreedyPolicyForMOCO’s past year of commit activity
    2 MIT 0 0 0 Updated Jun 2, 2024
  • Achievement-Distillation Public

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

    snu-mllab/Achievement-Distillation’s past year of commit activity
    Python 24 MIT 0 0 0 Updated Apr 20, 2024
  • Context-Memory Public

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

    snu-mllab/Context-Memory’s past year of commit activity
    Python 46 MIT 1 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)

    snu-mllab/Neural-Relation-Graph’s past year of commit activity
    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)

    snu-mllab/DPPO’s past year of commit activity
    Python 33 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)

    snu-mllab/Efficient-Dataset-Condensation’s past year of commit activity
    Python 101 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)

    snu-mllab/Efficient-CNN-Depth-Compression’s past year of commit activity
    Python 12 MIT 0 0 0 Updated Oct 5, 2023
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