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Poster
Fri 11:00 Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities
Alexander Nikitin · Jannik Kossen · Yarin Gal · Pekka Marttinen
Workshop
DIETing: Self-Supervised Learning with Instance Discrimination Learns Identifiable Features
Attila Juhos · Alice Bizeul · Patrik Reizinger · Randall Balestriero · David Klindt · Mark Ibrahim · Julia Vogt · Wieland Brendel
Poster
Wed 16:30 From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos
Matthew Wallingford · Anand Bhattad · Aditya Kusupati · Vivek Ramanujan · Matt Deitke · Aniruddha Kembhavi · Roozbeh Mottaghi · Wei-Chiu Ma · Ali Farhadi
Workshop
Testing causal hypotheses through Hierarchical Reinforcement Learning
Anthony GX-Chen · Dongyan Lin · Mandana Samiei
Workshop
Zero-shot Whole-Body Humanoid Control via Behavioral Foundation Models
Andrea Tirinzoni · Ahmed Touati · Jesse Farebrother · Mateusz Guzek · Anssi Kanervisto · Yingchen Xu · Alessandro Lazaric · Matteo Pirotta
Poster
Wed 16:30 Evaluating Copyright Takedown Methods for Language Models
Boyi Wei · Weijia Shi · Yangsibo Huang · Noah Smith · Chiyuan Zhang · Luke Zettlemoyer · Kai Li · Peter Henderson
Workshop
Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits
Zhuokai Zhao · Takumi Matsuzawa · William Irvine · Michael Maire · Gordon Kindlmann
Poster
Thu 16:30 On the Surprising Effectiveness of Attention Transfer for Vision Transformers
Alex Li · Yuandong Tian · Beidi Chen · Deepak Pathak · Xinlei Chen
Workshop
DIETing: Self-Supervised Learning with Instance Discrimination Learns Identifiable Features
Attila Juhos · Alice Bizeul · Patrik Reizinger · David Klindt · Randall Balestriero · Mark Ibrahim · Julia Vogt · Wieland Brendel
Poster
Wed 11:00 Learning Action and Reasoning-Centric Image Editing from Videos and Simulation
Benno Krojer · Dheeraj Vattikonda · Luis Lara · Varun Jampani · Eva Portelance · Chris Pal · Siva Reddy
Workshop
ABEL: Sample Efficient Online Reinforcement Learning for Neural Theorem Proving
Fabian Gloeckle · Jannis Limperg · Gabriel Synnaeve · Amaury Hayat
Poster
Wed 16:30 Toward Efficient Inference for Mixture of Experts
Haiyang Huang · Newsha Ardalani · Anna Sun · Liu Ke · Shruti Bhosale · Hsien-Hsin Lee · Carole-Jean Wu · Benjamin Lee