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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

    239 16

  2. GRDA GRDA Public

    [ICLR 2022] Graph-Relational Domain Adaptation

    Python 42 9

  3. VDI VDI Public

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

    Python 36 5

  4. unified-continual-learning unified-continual-learning Public

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

    Python 34 5

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

    Code and data for the benchmark "Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models"

    Python 34

  6. bayesian-peft bayesian-peft Public

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

    Python 20 4

Repositories

Showing 10 of 14 repositories
  • bayesian-peft Public

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

    Wang-ML-Lab/bayesian-peft’s past year of commit activity
    Python 20 4 0 0 Updated Nov 9, 2024
  • MMLU-SR Public
    Wang-ML-Lab/MMLU-SR’s past year of commit activity
    Python 8 0 0 0 Updated Oct 9, 2024
  • llm-continual-learning-survey Public

    Continual Learning of Large Language Models: A Comprehensive Survey

    Wang-ML-Lab/llm-continual-learning-survey’s past year of commit activity
    239 16 0 0 Updated Sep 20, 2024
  • interpretable-foundation-models Public

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

    Wang-ML-Lab/interpretable-foundation-models’s past year of commit activity
    Python 7 0 0 0 Updated Sep 19, 2024
  • multimodal-needle-in-a-haystack Public

    Code and data for the benchmark "Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models"

    Wang-ML-Lab/multimodal-needle-in-a-haystack’s past year of commit activity
    Python 34 0 1 0 Updated Jun 28, 2024
  • GRDA Public

    [ICLR 2022] Graph-Relational Domain Adaptation

    Wang-ML-Lab/GRDA’s past year of commit activity
    Python 42 9 0 0 Updated Apr 12, 2024
  • multi-domain-active-learning Public

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

    Wang-ML-Lab/multi-domain-active-learning’s past year of commit activity
    Python 5 0 0 0 Updated Apr 6, 2024
  • variational-imbalanced-regression Public

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

    Wang-ML-Lab/variational-imbalanced-regression’s past year of commit activity
    Python 5 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

    Wang-ML-Lab/ECBM’s past year of commit activity
    Jupyter Notebook 0 MIT 2 0 0 Updated Apr 6, 2024
  • Formal-LLM Public Forked from agiresearch/Formal-LLM

    Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents

    Wang-ML-Lab/Formal-LLM’s past year of commit activity
    Python 0 10 0 0 Updated Feb 1, 2024

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