Albanie, Samuel

45 publications

CVPR 2025 Active Data Curation Effectively Distills Large-Scale Multimodal Models Vishaal Udandarao, Nikhil Parthasarathy, Muhammad Ferjad Naeem, Talfan Evans, Samuel Albanie, Federico Tombari, Yongqin Xian, Alessio Tonioni, Olivier J. Henaff

WACV 2025 DeepMIM: Deep Supervision for Masked Image Modeling Sucheng Ren, Fangyun Wei, Samuel Albanie, Zheng Zhang, Han Hu

ICCV 2025 GRAB: A Challenging GRaph Analysis Benchmark for Large Multimodal Models Jonathan Roberts, Kai Han, Samuel Albanie

ICLRW 2025 How to Merge Multimodal Models over Time? Sebastian Dziadzio, Vishaal Udandarao, Karsten Roth, Ameya Prabhu, Zeynep Akata, Samuel Albanie, Matthias Bethge

CVPR 2025 How to Merge Your Multimodal Models over Time? Sebastian Dziadzio, Vishaal Udandarao, Karsten Roth, Ameya Prabhu, Zeynep Akata, Samuel Albanie, Matthias Bethge

ICLR 2025 Inverse Constitutional AI: Compressing Preferences into Principles Arduin Findeis, Timo Kaufmann, Eyke Hüllermeier, Samuel Albanie, Robert D. Mullins

ICLR 2025 Needle Threading: Can LLMs Follow Threads Through Near-Million-Scale Haystacks? Jonathan Roberts, Kai Han, Samuel Albanie

NeurIPSW 2024 A Practitioner's Guide to Continual Multimodal Pretraining Karsten Roth, Vishaal Udandarao, Sebastian Dziadzio, Ameya Prabhu, Mehdi Cherti, Oriol Vinyals, Olivier J Henaff, Samuel Albanie, Matthias Bethge, Zeynep Akata

NeurIPS 2024 A Practitioner's Guide to Real-World Continual Multimodal Pretraining Vishaal Udandarao, Karsten Roth, Sebastian Dziadzio, Ameya Prabhu, Mehdi Cherti, Oriol Vinyals, Olivier Hénaff, Samuel Albanie, Zeynep Akata, Matthias Bethge

CVPRW 2024 Charting New Territories: Exploring the Geographic and Geospatial Capabilities of Multimodal LLMs Jonathan Roberts, Timo Lüddecke, Rehan Sheikh, Kai Han, Samuel Albanie

NeurIPS 2024 Efficient Lifelong Model Evaluation in an Era of Rapid Progress Ameya Prabhu, Vishaal Udandarao, Philip H.S. Torr, Matthias Bethge, Adel Bibi, Samuel Albanie

TMLR 2024 Foundational Challenges in Assuring Alignment and Safety of Large Language Models 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 J Bigelow, Alexander Pan, Lauro Langosco, Tomasz Korbak, Heidi Chenyu Zhang, Ruiqi Zhong, Sean O hEigeartaigh, Gabriel Recchia, Giulio Corsi, Alan Chan, Markus Anderljung, Lilian Edwards, Aleksandar Petrov, Christian Schroeder de Witt, Sumeet Ramesh Motwani, Yoshua Bengio, Danqi Chen, Philip Torr, Samuel Albanie, Tegan Maharaj, Jakob Nicolaus Foerster, Florian Tramèr, He He, Atoosa Kasirzadeh, Yejin Choi, David Krueger

CVPR 2024 InstructVideo: Instructing Video Diffusion Models with Human Feedback Hangjie Yuan, Shiwei Zhang, Xiang Wang, Yujie Wei, Tao Feng, Yining Pan, Yingya Zhang, Ziwei Liu, Samuel Albanie, Dong Ni

JMLR 2024 Iterate Averaging in the Quest for Best Test Error Diego Granziol, Nicholas P. Baskerville, Xingchen Wan, Samuel Albanie, Stephen Roberts

NeurIPS 2024 No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance Vishaal Udandarao, Ameya Prabhu, Adhiraj Ghosh, Yash Sharma, Philip H.S. Torr, Adel Bibi, Samuel Albanie, Matthias Bethge

NeurIPS 2024 On Scalable Oversight with Weak LLMs Judging Strong LLMs Zachary Kenton, Noah Y. Siegel, János Kramár, Jonah Brown-Cohen, Samuel Albanie, Jannis Bulian, Rishabh Agarwal, David Lindner, Yunhao Tang, Noah D. Goodman, Rohin Shah

ICLRW 2024 Pre-Training Concept Frequency Is Predictive of CLIP Zero-Shot Performance Vishaal Udandarao, Ameya Prabhu, Philip Torr, Adel Bibi, Samuel Albanie, Matthias Bethge

NeurIPS 2024 SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation Jonathan Roberts, Kai Han, Neil Houlsby, Samuel Albanie

ICLR 2024 Visual Data-Type Understanding Does Not Emerge from Scaling Vision-Language Models Vishaal Udandarao, Max F Burg, Samuel Albanie, Matthias Bethge

NeurIPSW 2023 GPT4GEO: How a Language Model Sees the World’s Geography Jonathan Roberts, Timo Lüddecke, Sowmen Das, Kai Han, Samuel Albanie

ICCV 2023 Moment Detection in Long Tutorial Videos Ioana Croitoru, Simion-Vlad Bogolin, Samuel Albanie, Yang Liu, Zhaowen Wang, Seunghyun Yoon, Franck Dernoncourt, Hailin Jin, Trung Bui

CVPRW 2023 NamedMask: Distilling Segmenters from Complementary Foundation Models Gyungin Shin, Weidi Xie, Samuel Albanie

ICCV 2023 RLIPv2: Fast Scaling of Relational Language-Image Pre-Training Hangjie Yuan, Shiwei Zhang, Xiang Wang, Samuel Albanie, Yining Pan, Tao Feng, Jianwen Jiang, Dong Ni, Yingya Zhang, Deli Zhao

ICCV 2023 Simple Baselines for Interactive Video Retrieval with Questions and Answers Kaiqu Liang, Samuel Albanie

ICCV 2023 SuS-X: Training-Free Name-Only Transfer of Vision-Language Models Vishaal Udandarao, Ankush Gupta, Samuel Albanie

CVPRW 2023 Zero-Shot Unsupervised Transfer Instance Segmentation Gyungin Shin, Samuel Albanie, Weidi Xie

NeurIPSW 2023 arXiVeri: Automatic Table Verification with GPT Gyungin Shin, Weidi Xie, Samuel Albanie

ECCV 2022 Automatic Dense Annotation of Large-Vocabulary Sign Language Videos Liliane Momeni, Hannah Bull, K R Prajwal, Samuel Albanie, Gül Varol, Andrew Zisserman

CVPR 2022 Cross Modal Retrieval with Querybank Normalisation Simion-Vlad Bogolin, Ioana Croitoru, Hailin Jin, Yang Liu, Samuel Albanie

NeurIPS 2022 RLIP: Relational Language-Image Pre-Training for Human-Object Interaction Detection Hangjie Yuan, Jianwen Jiang, Samuel Albanie, Tao Feng, Ziyuan Huang, Dong Ni, Mingqian Tang

NeurIPS 2022 ReCo: Retrieve and Co-Segment for Zero-Shot Transfer Gyungin Shin, Weidi Xie, Samuel Albanie

CVPR 2022 Sign Language Video Retrieval with Free-Form Textual Queries Amanda Duarte, Samuel Albanie, Xavier Giró-i-Nieto, Gül Varol

CVPRW 2022 Unsupervised Salient Object Detection with Spectral Cluster Voting Gyungin Shin, Samuel Albanie, Weidi Xie

CVPR 2021 Adaptive Cross-Modal Prototypes for Cross-Domain Visual-Language Retrieval Yang Liu, Qingchao Chen, Samuel Albanie

ICCV 2021 Aligning Subtitles in Sign Language Videos Hannah Bull, Triantafyllos Afouras, Gül Varol, Samuel Albanie, Liliane Momeni, Andrew Zisserman

ICCVW 2021 All You Need Are a Few Pixels: Semantic Segmentation with PixelPick Gyungin Shin, Weidi Xie, Samuel Albanie

AAAI 2021 Mind-the-Gap! Unsupervised Domain Adaptation for Text-Video Retrieval Qingchao Chen, Yang Liu, Samuel Albanie

CVPR 2021 Read and Attend: Temporal Localisation in Sign Language Videos Gul Varol, Liliane Momeni, Samuel Albanie, Triantafyllos Afouras, Andrew Zisserman

CVPRW 2021 Sign Segmentation with Changepoint-Modulated Pseudo-Labelling Katrin Renz, Nicolaj C. Stache, Neil Fox, Gül Varol, Samuel Albanie

ICCV 2021 TeachText: CrossModal Generalized Distillation for Text-Video Retrieval Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu, Hailin Jin, Andrew Zisserman, Samuel Albanie, Yang Liu

ECCV 2020 BSL-1K: Scaling up Co-Articulated Sign Language Recognition Using Mouthing Cues Samuel Albanie, Gül Varol, Liliane Momeni, Triantafyllos Afouras, Joon Son Chung, Neil Fox, Andrew Zisserman

ECCVW 2020 SLRTP 2020: The Sign Language Recognition, Translation & Production Workshop Necati Cihan Camgöz, Gül Varol, Samuel Albanie, Neil Fox, Richard Bowden, Andrew Zisserman, Kearsy Cormier

NeurIPS 2018 Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Andrea Vedaldi

ECCV 2018 Learnable PINs: Cross-Modal Embeddings for Person Identity Arsha Nagrani, Samuel Albanie, Andrew Zisserman

ECCV 2018 Semi-Convolutional Operators for Instance Segmentation David Novotny, Samuel Albanie, Diane Larlus, Andrea Vedaldi