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Samuel Albanie

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Foundational Challenges in Assuring Alignment and Safety of Large Language Models

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Apr 15, 2024
Usman Anwar, Abulhair Saparov, Javier Rando, Daniel Paleka, Miles Turpin, Peter Hase, Ekdeep Singh Lubana, Erik Jenner, Stephen Casper, Oliver Sourbut, Benjamin L. Edelman, Zhaowei Zhang, Mario Günther, Anton Korinek, Jose Hernandez-Orallo, Lewis Hammond, Eric Bigelow, Alexander Pan, Lauro Langosco, Tomasz Korbak, Heidi Zhang, Ruiqi Zhong, Seán Ó hÉigeartaigh, Gabriel Recchia, Giulio Corsi, Alan Chan, Markus Anderljung, Lilian Edwards, Yoshua Bengio, Danqi Chen, Samuel Albanie, Tegan Maharaj, Jakob Foerster, Florian Tramer, He He, Atoosa Kasirzadeh, Yejin Choi, David Krueger

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No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance

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Apr 08, 2024
Vishaal Udandarao, Ameya Prabhu, Adhiraj Ghosh, Yash Sharma, Philip H. S. Torr, Adel Bibi, Samuel Albanie, Matthias Bethge

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Lifelong Benchmarks: Efficient Model Evaluation in an Era of Rapid Progress

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Feb 29, 2024
Ameya Prabhu, Vishaal Udandarao, Philip Torr, Matthias Bethge, Adel Bibi, Samuel Albanie

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A SOUND APPROACH: Using Large Language Models to generate audio descriptions for egocentric text-audio retrieval

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Feb 29, 2024
Andreea-Maria Oncescu, João F. Henriques, Andrew Zisserman, Samuel Albanie, A. Sophia Koepke

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InstructVideo: Instructing Video Diffusion Models with Human Feedback

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Dec 19, 2023
Hangjie Yuan, Shiwei Zhang, Xiang Wang, Yujie Wei, Tao Feng, Yining Pan, Yingya Zhang, Ziwei Liu, Samuel Albanie, Dong Ni

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Charting New Territories: Exploring the Geographic and Geospatial Capabilities of Multimodal LLMs

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Nov 30, 2023
Jonathan Roberts, Timo Lüddecke, Rehan Sheikh, Kai Han, Samuel Albanie

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Visual Data-Type Understanding does not emerge from Scaling Vision-Language Models

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Oct 16, 2023
Vishaal Udandarao, Max F. Burg, Samuel Albanie, Matthias Bethge

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Simple Baselines for Interactive Video Retrieval with Questions and Answers

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Aug 21, 2023
Kaiqu Liang, Samuel Albanie

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RLIPv2: Fast Scaling of Relational Language-Image Pre-training

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Aug 18, 2023
Hangjie Yuan, Shiwei Zhang, Xiang Wang, Samuel Albanie, Yining Pan, Tao Feng, Jianwen Jiang, Dong Ni, Yingya Zhang, Deli Zhao

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arXiVeri: Automatic table verification with GPT

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Jun 13, 2023
Gyungin Shin, Weidi Xie, Samuel Albanie

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