Louis-Philippe Morency

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 295

Top Venues

CoRR

ICMI

ACL (1)

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Paul Pu Liang, Akshay Goindani, Talha Chafekar, Leena Mathur, Haofei Yu, Ruslan Salakhutdinov, Louis-Philippe Morency
HEMM: Holistic Evaluation of Multimodal Foundation Models. CoRR (2024)
Victoria Lin, Eli Ben-Michael, Louis-Philippe Morency
Optimizing Language Models for Human Preferences is a Causal Inference Problem. CoRR (2024)
Dong Won Lee, Hae Won Park, Yoon Kim, Cynthia Breazeal, Louis-Philippe Morency
Improving Dialogue Agents by Decomposing One Global Explicit Annotation with Local Implicit Multimodal Feedback. CoRR (2024)
Alex Wilf, Sihyun Shawn Lee, Paul Pu Liang, Louis-Philippe Morency
Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities. ACL (1) (2024)
Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions. ACM Comput. Surv. 56 (10) (2024)
Shentong Mo, Russ Salakhutdinov, Louis-Philippe Morency, Paul Pu Liang
IoT-LM: Large Multisensory Language Models for the Internet of Things. CoRR (2024)
Xuhui Zhou, Hao Zhu, Leena Mathur, Ruohong Zhang, Haofei Yu, Zhengyang Qi, Louis-Philippe Morency, Yonatan Bisk, Daniel Fried, Graham Neubig, Maarten Sap
SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents. ICLR (2024)
Paul Pu Liang, Chun Kai Ling, Yun Cheng, Alexander Obolenskiy, Yudong Liu, Rohan Pandey, Alex Wilf, Louis-Philippe Morency, Russ Salakhutdinov
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications. ICLR (2024)
Leena Mathur, Paul Pu Liang, Louis-Philippe Morency
Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions. CoRR (2024)
Xuhui Zhou, Hao Zhu, Leena Mathur, Ruohong Zhang, Haofei Yu, Zhengyang Qi, Louis-Philippe Morency, Yonatan Bisk, Daniel Fried, Graham Neubig, Maarten Sap
SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents. CoRR (2023)
Alex Wilf, Syeda Nahida Akter, Leena Mathur, Paul Pu Liang, Sheryl Mathew, Mengrou Shou, Eric Nyberg, Louis-Philippe Morency
Difference-Masking: Choosing What to Mask in Continued Pretraining. CoRR (2023)
Dong Won Lee, Chaitanya Ahuja, Paul Pu Liang, Sanika Natu, Louis-Philippe Morency
Lecture Presentations Multimodal Dataset: Towards Understanding Multimodality in Educational Videos. ICCV (2023)
Lingjing Kong, Martin Q. Ma, Guangyi Chen, Eric P. Xing, Yuejie Chi, Louis-Philippe Morency, Kun Zhang
Understanding Masked Autoencoders via Hierarchical Latent Variable Models. CoRR (2023)
Paul Pu Liang, Yiwei Lyu, Xiang Fan, Arav Agarwal, Yun Cheng, Louis-Philippe Morency, Ruslan Salakhutdinov
MultiZoo & MultiBench: A Standardized Toolkit for Multimodal Deep Learning. CoRR (2023)
Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
MultiViz: Towards User-Centric Visualizations and Interpretations of Multimodal Models. CHI Extended Abstracts (2023)
Himanshu Thakur, Atishay Jain, Praneetha Vaddamanu, Paul Pu Liang, Louis-Philippe Morency
Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions. ACL (2) (2023)
Victoria Lin, Louis-Philippe Morency
SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations. CoRR (2023)
Alex Wilf, Sihyun Shawn Lee, Paul Pu Liang, Louis-Philippe Morency
Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities. CoRR (2023)
Paul Pu Liang, Yiwei Lyu, Xiang Fan, Arav Agarwal, Yun Cheng, Louis-Philippe Morency, Ruslan Salakhutdinov
MultiZoo and MultiBench: A Standardized Toolkit for Multimodal Deep Learning. J. Mach. Learn. Res. 24 (2023)
Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen, Zihao Deng, Faisal Mahmood, Ruslan Salakhutdinov, Louis-Philippe Morency
Quantifying & Modeling Feature Interactions: An Information Decomposition Framework. CoRR (2023)
Paul Pu Liang, Yun Cheng, Ruslan Salakhutdinov, Louis-Philippe Morency
Multimodal Fusion Interactions: A Study of Human and Automatic Quantification. ICMI (2023)
Alexandria K. Vail, Jeffrey M. Girard, Lauren M. Bylsma, Jay Fournier, Holly A. Swartz, Jeffrey F. Cohn, Louis-Philippe Morency
Representation Learning for Interpersonal and Multimodal Behavior Dynamics: A Multiview Extension of Latent Change Score Models. ICMI (2023)
Xiang Fan, Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control. ACL (Findings) (2023)
Victoria Lin, Louis-Philippe Morency, Dimitrios Dimitriadis, Srinagesh Sharma
Counterfactual Augmentation for Multimodal Learning Under Presentation Bias. EMNLP (Findings) (2023)
Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
Text-Transport: Toward Learning Causal Effects of Natural Language. CoRR (2023)
Victoria Lin, Louis-Philippe Morency
SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations. ACL (Findings) (2023)
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023)
Alex Wilf, Martin Q. Ma, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering. FG (2023)
Paul Pu Liang, Yiwei Lyu, Xiang Fan, Jeffrey Tsaw, Yudong Liu, Shentong Mo, Dani Yogatama, Louis-Philippe Morency, Russ Salakhutdinov
High-Modality Multimodal Transformer: Quantifying Modality & Interaction Heterogeneity for High-Modality Representation Learning. Trans. Mach. Learn. Res. 2023 (2023)
Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
Text-Transport: Toward Learning Causal Effects of Natural Language. EMNLP (2023)
Torsten Wörtwein, Nicholas B. Allen, Lisa B. Sheeber, Randy P. Auerbach, Jeffrey F. Cohn, Louis-Philippe Morency
Neural Mixed Effects for Nonlinear Personalized Predictions. ICMI (2023)
Alex Wilf, Alex Tianyi Xu, Paul Pu Liang, Alexander Obolenskiy, Daniel Fried, Louis-Philippe Morency
Comparative Knowledge Distillation. CoRR (2023)
Paul Pu Liang, Louis-Philippe Morency
Tutorial on Multimodal Machine Learning: Principles, Challenges, and Open Questions. ICMI Companion (2023)
Lingjing Kong, Martin Q. Ma, Guangyi Chen, Eric P. Xing, Yuejie Chi, Louis-Philippe Morency, Kun Zhang
Understanding Masked Autoencoders via Hierarchical Latent Variable Models. CVPR (2023)
Haofei Yu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
MMOE: Mixture of Multimodal Interaction Experts. CoRR (2023)
Torsten Wörtwein, Nicholas Allen, Lisa B. Sheeber, Randy P. Auerbach, Jeffrey F. Cohn, Louis-Philippe Morency
Neural Mixed Effects for Nonlinear Personalized Predictions. CoRR (2023)
Himanshu Thakur, Atishay Jain, Praneetha Vaddamanu, Paul Pu Liang, Louis-Philippe Morency
Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions. CoRR (2023)
Leena Mathur, Maja J. Mataric, Louis-Philippe Morency
Expanding the Role of Affective Phenomena in Multimodal Interaction Research. CoRR (2023)
Alex Wilf, Syeda Nahida Akter, Leena Mathur, Paul Pu Liang, Sheryl Mathew, Mengrou Shou, Eric Nyberg, Louis-Philippe Morency
Difference-Masking: Choosing What to Mask in Continued Pretraining. EMNLP (Findings) (2023)
Rohan Pandey, Rulin Shao, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment. ACL (1) (2023)
Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
MultiViz: Towards Visualizing and Understanding Multimodal Models. ICLR (2023)
Maneesh Bilalpur, Saurabh Hinduja, Laura A. Cariola, Lisa Sheeber, Nicholas Allen, Louis-Philippe Morency, Jeffrey F. Cohn
SHAP-based Prediction of Mother's History of Depression to Understand the Influence on Child Behavior. ICMI (2023)
Leena Mathur, Maja J. Mataric, Louis-Philippe Morency
Expanding the Role of Affective Phenomena in Multimodal Interaction Research. ICMI (2023)
Paul Pu Liang, Zihao Deng, Martin Ma, James Zou, Louis-Philippe Morency, Ruslan Salakhutdinov
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy. CoRR (2023)
Paul Pu Liang, Yun Cheng, Ruslan Salakhutdinov, Louis-Philippe Morency
Multimodal Fusion Interactions: A Study of Human and Automatic Quantification. CoRR (2023)
Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen, Zihao Deng, Nicholas B. Allen, Randy Auerbach, Faisal Mahmood, Russ Salakhutdinov, Louis-Philippe Morency
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework. NeurIPS (2023)
Chaitanya Ahuja, Pratik Joshi, Ryo Ishii, Louis-Philippe Morency
Continual Learning for Personalized Co-Speech Gesture Generation. ICCV (2023)
Maneesh Bilalpur, Saurabh Hinduja, Laura A. Cariola, Lisa B. Sheeber, Nick Alien, László A. Jeni, Louis-Philippe Morency, Jeffrey F. Cohn
Multimodal Feature Selection for Detecting Mothers' Depression in Dyadic Interactions with their Adolescent Offspring. FG (2023)
Paul Pu Liang, Zihao Deng, Martin Q. Ma, James Y. Zou, Louis-Philippe Morency, Ruslan Salakhutdinov
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy. NeurIPS (2023)
Paul Pu Liang, Chun Kai Ling, Yun Cheng, Alex Obolenskiy, Yudong Liu, Rohan Pandey, Alex Wilf, Louis-Philippe Morency, Ruslan Salakhutdinov
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications. CoRR (2023)
Victoria Lin, Louis-Philippe Morency, Dimitrios Dimitriadis, Srinagesh Sharma
Counterfactual Augmentation for Multimodal Learning Under Presentation Bias. CoRR (2023)
Shentong Mo, Paul Pu Liang, Russ Salakhutdinov, Louis-Philippe Morency
MultiIoT: Towards Large-scale Multisensory Learning for the Internet of Things. CoRR (2023)
Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency
Learning Weakly-Supervised Contrastive Representations. CoRR (2022)
Samuel Yu, Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
PACS: A Dataset for Physical Audiovisual CommonSense Reasoning. CoRR (2022)
Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
MultiViz: An Analysis Benchmark for Visualizing and Understanding Multimodal Models. CoRR (2022)
Louis-Philippe Morency
What is Multimodal? ICMI (2022)
Aneesha Sampath, Victoria Lin, Louis-Philippe Morency
SeedBERT: Recovering Annotator Rating Distributions from an Aggregated Label. CoRR (2022)
Yiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency
DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations. AIES (2022)
Samuel Yu, Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
PACS: A Dataset for Physical Audiovisual CommonSense Reasoning. ECCV (37) (2022)
Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Ruslan Salakhutdinov, Louis-Philippe Morency, Yu-Chiang Frank Wang
Paraphrasing Is All You Need for Novel Object Captioning. CoRR (2022)
Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency
Learning Weakly-supervised Contrastive Representations. ICLR (2022)
Torsten Wörtwein, Lisa Sheeber, Nicholas Allen, Jeffrey F. Cohn, Louis-Philippe Morency
Beyond Additive Fusion: Learning Non-Additive Multimodal Interactions. EMNLP (Findings) (2022)
Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Russ R. Salakhutdinov, Louis-Philippe Morency, Frank Wang
Paraphrasing Is All You Need for Novel Object Captioning. NeurIPS (2022)
Paul Pu Liang, Yiwei Lyu, Xiang Fan, Shentong Mo, Dani Yogatama, Louis-Philippe Morency, Ruslan Salakhutdinov
HighMMT: Towards Modality and Task Generalization for High-Modality Representation Learning. CoRR (2022)
Yuxin Xiao, Paul Pu Liang, Umang Bhatt, Willie Neiswanger, Ruslan Salakhutdinov, Louis-Philippe Morency
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis. CoRR (2022)
Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
Foundations and Recent Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions. CoRR (2022)
Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
Conditional Contrastive Learning with Kernel. CoRR (2022)
Yuxin Xiao, Paul Pu Liang, Umang Bhatt, Willie Neiswanger, Ruslan Salakhutdinov, Louis-Philippe Morency
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis. EMNLP (Findings) (2022)
Laura A. Cariola, Saurabh Hinduja, Maneesh Bilalpur, Lisa B. Sheeber, Nicholas Allen, Louis-Philippe Morency, Jeffrey F. Cohn
Language Use in Mother-Adolescent Dyadic Interaction: Preliminary Results. ACII (2022)
Yiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency
DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations. CoRR (2022)
Chaitanya Ahuja, Dong Won Lee, Louis-Philippe Morency
Low-Resource Adaptation for Personalized Co-Speech Gesture Generation. CVPR (2022)
Alex Wilf, Qianli M. Ma, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering. CoRR (2022)
Dong Won Lee, Chaitanya Ahuja, Paul Pu Liang, Sanika Natu, Louis-Philippe Morency
Multimodal Lecture Presentations Dataset: Understanding Multimodality in Educational Slides. CoRR (2022)
Volkan Cirik, Louis-Philippe Morency, Taylor Berg-Kirkpatrick
HOLM: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes. ACL (1) (2022)
Xiang Fan, Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control. CoRR (2022)
Rohan Pandey, Rulin Shao, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment. CoRR (2022)
Alexandria K. Vail, Jeffrey M. Girard, Lauren M. Bylsma, Jeffrey F. Cohn, Jay Fournier, Holly Swartz, Louis-Philippe Morency
Toward Causal Understanding of Therapist-Client Relationships: A Study of Language Modality and Social Entrainment. ICMI (2022)
Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
Conditional Contrastive Learning with Kernel. ICLR (2022)
Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard H. Hovy, Barnabás Póczos, Ruslan Salakhutdinov, Louis-Philippe Morency
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer. CoRR (2021)
Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
Understanding the Tradeoffs in Client-Side Privacy for Speech Recognition. CoRR (2021)
Yao-Hung Hubert Tsai, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
Conditional Contrastive Learning: Removing Undesirable Information in Self-Supervised Representations. CoRR (2021)
Paul Pu Liang, Chiyu Wu, Louis-Philippe Morency, Ruslan Salakhutdinov
Towards Understanding and Mitigating Social Biases in Language Models. CoRR (2021)
Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. ICMI (2021)
Alexandria K. Vail, Jeffrey M. Girard, Lauren M. Bylsma, Jeffrey F. Cohn, Jay Fournier, Holly Swartz, Louis-Philippe Morency
Goals, Tasks, and Bonds: Toward the Computational Assessment of Therapist Versus Client Perception of Working Alliance. FG (2021)
Paul Pu Liang, Chiyu Wu, Louis-Philippe Morency, Ruslan Salakhutdinov
Towards Understanding and Mitigating Social Biases in Language Models. ICML (2021)
Md. Kamrul Hasan, Sangwu Lee, Wasifur Rahman, Amir Zadeh, Rada Mihalcea, Louis-Philippe Morency, Ehsan Hoque
Humor Knowledge Enriched Transformer for Understanding Multimodal Humor. AAAI (2021)
Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. ACL/IJCNLP (1) (2021)
Peter Wu, Paul Pu Liang, Jiatong Shi, Ruslan Salakhutdinov, Shinji Watanabe, Louis-Philippe Morency
Understanding the Tradeoffs in Client-side Privacy for Downstream Speech Tasks. APSIPA ASC (2021)
Paul Pu Liang, Peter Wu, Ziyin Liu, Louis-Philippe Morency, Ruslan Salakhutdinov
Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment. ACM Multimedia (2021)
Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
Self-supervised Representation Learning with Relative Predictive Coding. ICLR (2021)
Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. CoRR (2021)
Paul Pu Liang, Yiwei Lyu, Xiang Fan, Zetian Wu, Yun Cheng, Jason Wu, Leslie Chen, Peter Wu, Michelle A. Lee, Yuke Zhu, Ruslan Salakhutdinov, Louis-Philippe Morency
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning. NeurIPS Datasets and Benchmarks (2021)
Amir Zadeh, Santiago Benoit, Louis-Philippe Morency
Relay Variational Inference: A Method for Accelerated Encoderless VI. CoRR (2021)
Torsten Wörtwein, Lisa B. Sheeber, Nicholas Allen, Jeffrey F. Cohn, Louis-Philippe Morency
Human-Guided Modality Informativeness for Affective States. ICMI (2021)
Ryo Ishii, Xutong Ren, Michal Muszynski, Louis-Philippe Morency
Multimodal and Multitask Approach to Listener's Backchannel Prediction: Can Prediction of Turn-changing and Turn-management Willingness Improve Backchannel Modeling? IVA (2021)
Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency
Integrating Auxiliary Information in Self-supervised Learning. CoRR (2021)
Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria
Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. ICMI (2021)
Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria
Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. CoRR (2021)
Yao-Hung Hubert Tsai, Shaojie Bai, Louis-Philippe Morency, Ruslan Salakhutdinov
A Note on Connecting Barlow Twins with Negative-Sample-Free Contrastive Learning. CoRR (2021)
Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard H. Hovy, Barnabás Póczos, Ruslan Salakhutdinov, Louis-Philippe Morency
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer. NAACL-HLT (2021)

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Louis-Philippe Morency