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Oral
Tue 1:45 Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
Collin Burns · Pavel Izmailov · Jan Kirchner · Bowen Baker · Leo Gao · Leopold Aschenbrenner · Yining Chen · Adrien Ecoffet · Manas Joglekar · Jan Leike · Ilya Sutskever · Jeffrey K Wu
Poster
Tue 4:30 WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?
Alexandre Drouin · Maxime Gasse · Massimo Caccia · Issam Laradji · Manuel Del Verme · Tom Marty · David Vazquez · Nicolas Chapados · Alexandre Lacoste
Poster
Wed 2:30 Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks
Rahul Ramesh · Ekdeep Singh Lubana · Mikail Khona · Robert Dick · Hidenori Tanaka
Poster
Wed 4:30 MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities
Weihao Yu · Zhengyuan Yang · Linjie Li · Jianfeng Wang · Kevin Lin · Zicheng Liu · Xinchao Wang · Lijuan Wang
Poster
Tue 4:30 Sparsest Models Elude Pruning: An Exposé of Pruning’s Current Capabilities
Stephen Zhang · Vardan Papyan
Poster
Tue 2:30 Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
Collin Burns · Pavel Izmailov · Jan Kirchner · Bowen Baker · Leo Gao · Leopold Aschenbrenner · Yining Chen · Adrien Ecoffet · Manas Joglekar · Jan Leike · Ilya Sutskever · Jeffrey K Wu
Poster
Wed 4:30 Characterizing ResNet's Universal Approximation Capability
Chenghao Liu · Enming Liang · Minghua Chen
Workshop
Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?
Rylan Schaeffer · Hailey Schoelkopf · Brando Miranda · Gabriel Mukobi · Varun Madan · Adam Ibrahim · Herbie Bradley · Stella Biderman · Sanmi Koyejo
Workshop
Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?
Rylan Schaeffer · Hailey Schoelkopf · Brando Miranda · Gabriel Mukobi · Varun Madan · Adam Ibrahim · Herbie Bradley · Stella Biderman · Sanmi Koyejo
Workshop
Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?
Rylan Schaeffer · Hailey Schoelkopf · Brando Miranda · Gabriel Mukobi · Varun Madan · Adam Ibrahim · Herbie Bradley · Stella Biderman · Sanmi Koyejo
Workshop
Sat 3:00 Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?
Workshop
Sat 1:00 Assessing the Zero-Shot Capabilities of LLMs for Action Evaluation in RL
Eduardo Pignatelli · Johan Ferret · Davide Paglieri · Samuel Coward · Tim Rocktäschel · Edward Grefenstette · Laura Toni