Research
Publications
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- Date
- Title
- Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
- Authors
- Daniel Rebain, Soroosh Yazdani, Kwang Moo Yi, Andrea Tagliasacchi
- Venue
- CVPR 2024
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- Date
- Title
- Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities
- Authors
- AJ Piergiovanni, Isaac Noble, Dahun Kim, Michael S. Ryoo, Victor Gomes, Anelia Angelova
- Venue
- CVPR 2024
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- Date
- Title
- Don't trust your eyes: on the (un)reliability of feature visualizations
- Authors
- Robert Geirhos, Roland S. Zimmermann*, Blair Bilodeau*, Wieland Brendel*, Been Kim
- Venue
- ICML 2024
-
- Date
- Title
- A Robot Walks into a Bar: Can Language Models Serve as Creativity Support Tools for Comedy? An Evaluation of LLMs' Humour Alignment with Comedians
- Authors
- Piotr Mirowski, Juliette Love, Kory Mathewson, Shakir Mohamed
- Venue
- FAccT 2024
-
- Date
- Title
- An Introduction to Universal Artificial Intelligence
- Authors
- Marcus Hutter, David Quarel, Elliot Catt
- Venue
- Chapman and Hall/CRC
-
- Date
- Title
- Super-Exponential Regret for UCT, AlphaGo and Variants
- Authors
- Laurent Orseau, Remi Munos
- Venue
- arXiv
-
- Date
- Title
- Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
- Authors
- Ben Eisner*, Jon Scholz, Todor Davchev, Yi Yang, Mel Vecerik
- Venue
- ICLR 2024
-
- Date
- Title
- Learning 3D Particle-based Simulators from RGB-D Videos
- Authors
- Will Whitney, Tatiana López, Tobias Pfaff, Yulia Rubanova, Thomas Kipf, Kimberly Stachenfeld, Kelsey Allen
- Venue
- ICLR 2024
-
- Date
- Title
- Kalman Filter for Online Classification of Non-Stationary Data
- Authors
- Alexandre Galashov, Michalis Titsias, Jörg Bornschein, Amal Rannen-Triki, Razvan Pascanu, Yee Whye Teh
- Venue
- ICLR 2024
-
- Date
- Title
- From Sparse to Soft Mixture of Experts
- Authors
- Joan Puigcerver, Neil Houlsby, Basil Mustafa
- Venue
- ICLR 2024
-
- Date
- Title
- Teach LLMs to Phish: Stealing Private Information from Language Models
- Authors
- Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal
- Venue
- ICLR 2024
-
- Date
- Title
- π2vec: Policy Representations with SuccessorFeatures
- Authors
- Gianluca Scarpellini*, Ksenia Konyushkova, Claudio Fantacci, Tom Paine, Yutian Chen, Misha Denil
- Venue
- ICLR 2024
-
- Date
- Title
- Adaptive Hashing: Faster Hash Functions Perhaps with Fewer Collisions
- Authors
- Gábor Melis
- Venue
- European Lisp Symposium 2024
-
- Date
- Title
- Language Modeling Is Compression
- Authors
- Grégoire Delétang, Anian Ruoss, Paul-Ambroise Duquenne*, Elliot Catt, Tim Genewein, cmattern , Matthew Aitchison, Laurent Orseau, Marcus Hutter, Joel Veness
- Venue
- ICLR 2024
-
- Date
- Title
- CORRELATED NOISE PROVABLY BEATS INDEPENDENT NOISE FOR DIFFERENTIALLY PRIVATE LEARNING
- Authors
- Christopher A. Choquette-Choo, Krishnamurthy Dvijotham, Krishna Pillutla, Arun Ganesh, Thomas Steinke, Abhradeep Thakurta
- Venue
- ICLR 2024
-
- Date
- Title
- Privacy Amplification by Sampling for the Matrix Mechanism.
- Authors
- Christopher A. Choquette-Choo, Arun Ganesh, Thomas Steinke, Abhradeep Thakurta
- Venue
- ICLR 2024
-
- Date
- Title
- Position: Leverage Foundational Models for Black-Box Optimization
- Authors
- Xingyou Song, Yingtao Tian, Robert Tjarko Lange, Chansoo Lee, Yujin Tang, Yutian Chen
- Venue
- ICML 2024
-
- Date
- Title
- ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis
- Authors
- Kensen Shi, Joey Hong*, Yinlin Deng*, Pengcheng Yin, Manzil Zaheer, Charles Sutton
- Venue
- ICLR 2024
-
- Date
- Title
- Improving Dictionary Learning with Gated Sparse Autoencoders
- Authors
- Senthooran Rajamanoharan, Arthur Conmy, Lewis Smith, Tom Lieberum, Vikrant Varma, János Kramár, Rohin Shah, Neel Nanda
- Venue
- arXiv
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- Date
- Title
- Holistic Safety and Responsibility Evaluations of Advanced AI Models
- Authors
- Laura Weidinger, Toby Shevlane, Jenny Brennan, Christina Butterfield, Susie Young, Will Hawkins, Lisa Anne Hendricks, Ramona Comanescu, Oscar Chang, Lev Proleev, Mikel Rodriguez, Jennifer Beroshi, Dawn Bloxwich, Allan Dafoe, William Isaac
- Venue
- arXiv