Skip to content
@Wang-ML-Lab

ML@Rutgers

Machine Learning Lab @ Rutgers University

Popular repositories Loading

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

    Continual Learning of Large Language Models: A Comprehensive Survey

    290 17

  2. GRDA GRDA Public

    [ICLR 2022] Graph-Relational Domain Adaptation

    Python 43 9

  3. VDI VDI Public

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

    Python 37 5

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

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

    Python 37 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 36 1

  6. bayesian-peft bayesian-peft Public

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

    Python 23 4

Repositories

Showing 10 of 14 repositories
  • bayesian-peft Public

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

    Python 23 4 0 0 Updated Dec 18, 2024
  • llm-continual-learning-survey Public

    Continual Learning of Large Language Models: A Comprehensive Survey

    290 17 0 0 Updated Dec 8, 2024
  • MMLU-SR Public
    Python 8 0 0 0 Updated Oct 9, 2024
  • interpretable-foundation-models Public

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

    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"

    Python 36 1 1 0 Updated Jun 28, 2024
  • GRDA Public

    [ICLR 2022] Graph-Relational Domain Adaptation

    Python 43 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

    Python 5 0 0 0 Updated Apr 6, 2024
  • variational-imbalanced-regression Public

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

    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

    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

    Python 0 10 0 0 Updated Feb 1, 2024