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@Wang-ML-Lab

ML@Rutgers

Machine Learning Lab @ Rutgers University

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  1. llm-continual-learning-survey llm-continual-learning-survey Public

    Continual Learning of Large Language Models: A Comprehensive Survey

    369 16

  2. GRDA GRDA Public

    [ICLR 2022] Graph-Relational Domain Adaptation

    Python 43 10

  3. unified-continual-learning unified-continual-learning Public

    [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm

    Python 40 7

  4. multimodal-needle-in-a-haystack multimodal-needle-in-a-haystack Public

    [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models

    Python 39 2

  5. VDI VDI Public

    [ICLR 2023 (Spotlight)] Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain Adaptation

    Python 38 6

  6. bayesian-peft bayesian-peft Public

    [NeurIPS 2024] BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models

    Python 24 4

Repositories

Showing 10 of 14 repositories
  • interpretable-foundation-models Public

    [ICML 2024] Probabilistic Conceptual Explainers (PACE): Trustworthy Conceptual Explanations for Vision Foundation Models

    Python 13 1 0 0 Updated Mar 11, 2025
  • multimodal-needle-in-a-haystack Public

    [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models

    Python 39 2 1 0 Updated Mar 8, 2025
  • llm-continual-learning-survey Public

    Continual Learning of Large Language Models: A Comprehensive Survey

    369 16 0 0 Updated Mar 3, 2025
  • MMLU-SR Public
    Python 8 0 0 0 Updated Feb 4, 2025
  • bayesian-peft Public

    [NeurIPS 2024] BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models

    Python 24 4 0 0 Updated Jan 29, 2025
  • unified-continual-learning Public

    [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm

    Python 40 7 0 0 Updated Jan 26, 2025
  • GRDA Public

    [ICLR 2022] Graph-Relational Domain Adaptation

    Python 43 10 0 0 Updated Apr 12, 2024
  • multi-domain-active-learning Public

    [AAAI 2024] Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees

    Python 4 0 0 0 Updated Apr 6, 2024
  • variational-imbalanced-regression Public

    [NeurIPS 2023] Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing

    Python 8 1 1 0 Updated Apr 6, 2024
  • ECBM Public Forked from xmed-lab/ECBM

    ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations

    Jupyter Notebook 0 MIT 2 0 0 Updated Apr 6, 2024

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