Paul Pu Liang
Carnegie Mellon University
H-index: 32
North America-United States
Top articles of Paul Pu Liang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications | arXiv preprint arXiv:2306.04539 | Paul Pu Liang Chun Kai Ling Yun Cheng Alex Obolenskiy Yudong Liu | 2023/6/7 |
Foundations of Multisensory Artificial Intelligence | arXiv preprint arXiv:2404.18976 | Paul Pu Liang | 2024/4/29 |
Semantically Corrected Amharic Automatic Speech Recognition | arXiv preprint arXiv:2404.13362 | Samuael Adnew Paul Pu Liang | 2024/4/20 |
Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions | arXiv preprint arXiv:2404.11023 | Leena Mathur Paul Pu Liang Louis-Philippe Morency | 2024/4/17 |
Comparative Knowledge Distillation | arXiv preprint arXiv:2311.02253 | Alex Wilf Alex Tianyi Xu Paul Pu Liang Alexander Obolenskiy Daniel Fried | 2023/11/3 |
Modeling dense multimodal interactions between biological pathways and histology for survival prediction | arXiv preprint arXiv:2304.06819 | Guillaume Jaume Anurag Vaidya Richard Chen Drew Williamson Paul Liang | 2023/4/13 |
HIINT: Historical, Intra-and Inter-personal Dynamics Modeling with Cross-person Memory Transformer | Yubin Kim Dong Won Lee Paul Pu Liang Sharifa Alghowinem Cynthia Breazeal | 2023/10/9 | |
Cross-modal attention congruence regularization for vision-language relation alignment | arXiv preprint arXiv:2212.10549 | Rohan Pandey Rulin Shao Paul Pu Liang Ruslan Salakhutdinov Louis-Philippe Morency | 2022/12/20 |
Localized Symbolic Knowledge Distillation for Visual Commonsense Models | Advances in Neural Information Processing Systems | Jae Sung Park Jack Hessel Khyathi Chandu Paul Pu Liang Ximing Lu | 2024/2/13 |
Mixture of Multimodal Interaction Experts | Haofei Yu Paul Pu Liang Ruslan Salakhutdinov Louis-Philippe Morency | 2023/12/18 | |
Multimodal Lecture Presentations Dataset: Understanding Multimodality in Educational Slides | arXiv preprint arXiv:2208.08080 | Dong Won Lee Chaitanya Ahuja Paul Pu Liang Sanika Natu Louis-Philippe Morency | 2022/8/17 |
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control | arXiv preprint arXiv:2211.05750 | Xiang Fan Yiwei Lyu Paul Pu Liang Ruslan Salakhutdinov Louis-Philippe Morency | 2022/11/10 |
Face-to-face contrastive learning for social intelligence question-answering | Alex Wilf Martin Q Ma Paul Pu Liang Amir Zadeh Louis-Philippe Morency | 2023/1/5 | |
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy | Advances in Neural Information Processing Systems | Paul Pu Liang Zihao Deng Martin Q Ma James Y Zou Louis-Philippe Morency | 2024/2/13 |
Foundations and recent trends in multimodal machine learning: Principles, challenges, and open questions | Paul Pu Liang Amir Zadeh Louis-Philippe Morency | 2022/9/7 | |
Findadaptnet: Find and insert adapters by learned layer importance | Junwei Huang Karthik Ganesan Soumi Maiti Young Min Kim Xuankai Chang | 2023/6/4 | |
Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP | Vedant Palit Rohan Pandey Aryaman Arora Paul Pu Liang | 2023/10 | |
Multiviz: Towards visualizing and understanding multimodal models | arXiv preprint arXiv:2207.00056 | Paul Pu Liang Yiwei Lyu Gunjan Chhablani Nihal Jain Zihao Deng | 2022/6/30 |
Quantifying & modeling feature interactions: An information decomposition framework | arXiv e-prints | Paul Pu Liang Yun Cheng Xiang Fan Chun Kai Ling Suzanne Nie | 2023/2 |
Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities | arXiv preprint arXiv:2311.10227 | Alex Wilf Sihyun Shawn Lee Paul Pu Liang Louis-Philippe Morency | 2023/11/16 |
Co-Authors
