ML@Rutgers
- 43 followers
- United States of America
- http://wanghao.in/
- hoguewang@gmail.com
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llm-continual-learning-survey
llm-continual-learning-survey PublicContinual Learning of Large Language Models: A Comprehensive Survey
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unified-continual-learning
unified-continual-learning Public[NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
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multimodal-needle-in-a-haystack
multimodal-needle-in-a-haystack PublicCode and data for the benchmark "Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models"
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bayesian-peft
bayesian-peft Public[NeurIPS 2024] BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
Repositories
- bayesian-peft Public
[NeurIPS 2024] BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
- llm-continual-learning-survey Public
Continual Learning of Large Language Models: A Comprehensive Survey
- interpretable-foundation-models Public
[ICML 2024] Probabilistic Conceptual Explainers (PACE): Trustworthy Conceptual Explanations for Vision Foundation Models
- 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"
- multi-domain-active-learning Public
[AAAI 2024] Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees
- variational-imbalanced-regression Public
[NeurIPS 2023] Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing
- ECBM Public Forked from xmed-lab/ECBM
ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
- Formal-LLM Public Forked from agiresearch/Formal-LLM
Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents