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Albanie, Samuel

  1. No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance
    2024/04/04 by Vishaal Udandarao, Ameya Prabhu, Udandarao, Vishaal +13 · 15 voices · 11 citations
    Computer Science · #Advanced Text Analysis Techniques
  2. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1362 citations
    #cs.CL #cs.AI
  3. Squeeze-and-Excitation Networks
    2017/09/05 by Jie Hu, Hu, Jie, Li Shen +7 · 355 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Neural Networks and Applications
  4. Humanity's Last Exam
    2025/01/24 by Long Phan, Alice Gatti, Phan, Long +2240 · 9 voices · 106 citations
    #cs.LG #cs.AI #cs.CL
  5. BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
    2022/11/09 by Workshop, BigScience, :, Scao, Teven Le +391 · 109 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. Can GPT-4 Perform Neural Architecture Search?
    2023/04/21 by Mingkai Zheng, Xiu Su, Zheng, Mingkai +11 · 1 voice · 14 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
  7. ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
    2025/02/13 by Jonathan Roberts, Jonathan C. Roberts, Roberts, Jonathan +68 · 1 voice · 15 citations
    Computer Science · #Semantic Web and Ontologies #cs.CV
  8. GPT4GEO: How a Language Model Sees the World's Geography
    2023/05/30 by Jonathan C. Roberts, Jonathan Roberts, Roberts, Jonathan +8 · 1 voice · 8 citations
    Computer Science · Social Sciences · #Geographic Information Systems Studies #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  9. Stopping GAN Violence: Generative Unadversarial Networks
    2017/03/07 by Samuel Albanie, Albanie, Samuel, Sébastien Ehrhardt +3 · 2 voices
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis #cs.LG #stat.ML
  10. Use What You Have: Video Retrieval Using Representations From Collaborative Experts
    2019/07/31 by Yang Liu, Liu, Yang, Samuel Albanie +5 · 19 citations
    Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Human Pose and Action Recognition
  11. SuS-X: Training-Free Name-Only Transfer of Vision-Language Models
    2022/11/28 by Vishaal Udandarao, Udandarao, Vishaal, Ankush Gupta +3 · 18 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  12. ReCo: Retrieve and Co-segment for Zero-shot Transfer
    2022/06/14 by Gyungin Shin, Shin, Gyungin, Weidi Xie +3 · 15 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  13. A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility
    2025/04/09 by Andreas Hochlehnert, Hochlehnert, Andreas, Hardik Bhatnagar +9 · 5 voices · 28 citations
    Computer Science · #Natural Language Processing Techniques #cs.CL #cs.LG
  14. Foundational Challenges in Assuring Alignment and Safety of Large Language Models
    2024/04/15 by Anwar, Usman, Saparov, Abulhair, Rando, Javier +39 · 22 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Seeing Voices and Hearing Faces: Cross-modal biometric matching
    2018/04/01 by Nagrani, Arsha, Albanie, Samuel, Zisserman, Andrew · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. InstructVideo: Instructing Video Diffusion Models with Human Feedback
    2023/12/19 by Yuan, Hangjie, Zhang, Shiwei, Wang, Xiang +7 · 17 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  17. Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks
    2018/10/29 by Jie Hu, Li Shen, Hu, Jie +7 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications
  18. On scalable oversight with weak LLMs judging strong LLMs
    2024/07/05 by Zachary Kenton, Noah Y. Siegel, Kenton, Zachary +19 · 1 voice · 13 citations
    Computer Science · Decision Sciences · Social Sciences · #Multi-Agent Systems and Negotiation #Auction Theory and Applications #Access Control and Trust
  19. Learnable PINs: Cross-Modal Embeddings for Person Identity
    2018/05/02 by Nagrani, Arsha, Albanie, Samuel, Zisserman, Andrew · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. RLIPv2: Fast Scaling of Relational Language-Image Pre-training
    2023/08/18 by Yuan, Hangjie, Zhang, Shiwei, Wang, Xiang +7 · 10 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  21. Small steps and giant leaps: Minimal Newton solvers for Deep Learning
    2018/05/21 by João F. Henriques, Henriques, João F., Sebastien Ehrhardt +5 · 1 voice · 1 citation
    #cs.LG #cs.CV #math.NA #stat.ML
  22. BSL-1K: Scaling up co-articulated sign language recognition using mouthing cues
    2020/07/23 by Albanie, Samuel, Varol, Gül, Momeni, Liliane +4 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. RLIP: Relational Language-Image Pre-training for Human-Object Interaction Detection
    2022/09/05 by Yuan, Hangjie, Jiang, Jianwen, Albanie, Samuel +4 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Cross Modal Retrieval with Querybank Normalisation
    2021/12/23 by Simion-Vlad Bogolin, Bogolin, Simion-Vlad, Ioana Croitoru +7 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  25. Active Data Curation Effectively Distills Large-Scale Multimodal Models
    2024/11/27 by Vishaal Udandarao, Nikhil Parthasarathy, Udandarao, Vishaal +15 · 2 voices · 9 citations
    Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications #Advanced Computational Techniques and Applications
  26. TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval
    2021/04/16 by Ioana Croitoru, Simion-Vlad Bogolin, Croitoru, Ioana +11 · 5 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Cancer-related molecular mechanisms research
  27. An Approach to Technical AGI Safety and Security
    2025/04/02 by Shah, Rohin, Irpan, Alex, Turner, Alexander Matt +27 · 17 citations
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. How to Merge Your Multimodal Models Over Time?
    2024/12/09 by Sebastian Dziadzio, Dziadzio, Sebastian, Vishaal Udandarao +11 · 2 voices · 7 citations
    Computer Science · #Speech and dialogue systems #cs.CL #cs.CV #cs.LG
  29. Sign language segmentation with temporal convolutional networks
    2020/11/25 by Renz, Katrin, Stache, Nicolaj C., Albanie, Samuel +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. Unsupervised Salient Object Detection with Spectral Cluster Voting
    2022/03/23 by Shin, Gyungin, Albanie, Samuel, Xie, Weidi · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. Disentangled Speech Embeddings using Cross-modal Self-supervision
    2020/02/20 by Nagrani, Arsha, Chung, Joon Son, Albanie, Samuel +1 · 3 citations
    #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  32. SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation
    2024/05/14 by Roberts, Jonathan, Han, Kai, Houlsby, Neil +1 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. Read and Attend: Temporal Localisation in Sign Language Videos
    2021/03/30 by Varol, Gül, Momeni, Liliane, Albanie, Samuel +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. All you need are a few pixels: semantic segmentation with PixelPick
    2021/04/13 by Gyungin Shin, Weidi Xie, Shin, Gyungin +3 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms #Multimodal Machine Learning Applications
  35. The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)
    2020/08/03 by Samuel Albanie, Yang Liu, Albanie, Samuel +38 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Video Analysis and Summarization
  36. Aligning Subtitles in Sign Language Videos
    2021/05/06 by Bull, Hannah, Afouras, Triantafyllos, Varol, Gül +9 · 3 citations
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
  37. Charting New Territories: Exploring the Geographic and Geospatial Capabilities of Multimodal LLMs
    2023/11/24 by Jonathan C. Roberts, Timo Lüddecke, Roberts, Jonathan +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  38. A Practitioner's Guide to Continual Multimodal Pretraining
    2024/08/26 by Karsten Roth, Roth, Karsten, Vishaal Udandarao +17 · 5 citations
    Psychology · #Hearing Impairment and Communication
  39. Inverse Constitutional AI: Compressing Preferences into Principles
    2024/06/02 by Arduin Findeis, Findeis, Arduin, Timo Kaufmann +7 · 4 citations
    Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Legal and Constitutional Studies
  40. SATIN: A Multi-Task Metadataset for Classifying Satellite Imagery using Vision-Language Models
    2023/04/23 by Jonathan C. Roberts, Roberts, Jonathan, Kai Han +3 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Genomics and Phylogenetic Studies #Advanced Image and Video Retrieval Techniques
  41. ONEBench to Test Them All: Sample-Level Benchmarking Over Open-Ended Capabilities
    2024/12/09 by Adhiraj Ghosh, Sebastian Dziadzio, Ghosh, Adhiraj +9 · 1 voice · 3 citations
    #cs.LG #cs.CL #cs.CV
  42. A 23 MW data centre is all you need
    2022/03/31 by Samuel Albanie, Dylan Campbell, Albanie, Samuel +3 · 1 voice
    Computer Science · #Time Series Analysis and Forecasting #cs.LG
  43. On the Origin of Species of Self-Supervised Learning
    2021/03/31 by Samuel Albanie, Erika Lu, Albanie, Samuel +3 · 1 voice
    #cs.LG
  44. Emotion Recognition in Speech Using Cross-Modal Transfer in the Wild
    2018/08/16 by Samuel Albanie, Albanie, Samuel, Arsha Nagrani +5 · 1 citation
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Human Pose and Action Recognition #Speech and Audio Processing
  45. Efficient Lifelong Model Evaluation in an Era of Rapid Progress
    2024/02/29 by Prabhu, Ameya, Udandarao, Vishaal, Torr, Philip +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  46. Self-supervised Learning of Geometrically Stable Features Through Probabilistic Introspection
    2018/04/04 by Novotny, David, Albanie, Samuel, Larlus, Diane +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  47. Weakly-supervised Fingerspelling Recognition in British Sign Language\n Videos
    2022/01/01 by K R Prajwal, Hannah Bull, Prajwal, K R +9 · 2 citations
    Arts and Humanities · Computer Science · Engineering · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Subtitles and Audiovisual Media
  48. Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?
    2024/11/07 by Jonathan C. Roberts, Kai Han, Roberts, Jonathan +3 · 3 citations
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #semigroups and automata theory
  49. Substitute Teacher Networks: Learning with Almost No Supervision
    2018/03/31 by Samuel Albanie, James Thewlis, Albanie, Samuel +4 · 1 voice
    Social Sciences · #Collaborative Teaching and Inclusion #Reflective Practices in Education #Teacher Education and Leadership Studies #cs.LG
  50. Seeing wake words: Audio-visual Keyword Spotting
    2020/09/02 by Liliane Momeni, Momeni, Liliane, Triantafyllos Afouras +7 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Music and Audio Processing #Speech and Audio Processing #electronic engineering #information engineering
  51. GAMEBoT: Transparent Assessment of LLM Reasoning in Games
    2024/12/18 by Wenye Lin, Jonathan C. Roberts, Lin, Wenye +8 · 3 citations
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Software Engineering Research #Open Source Software Innovations
  52. Quantum Self-Supervised Learning
    2021/03/26 by Ben Jaderberg, Lewis W. Anderson, Jaderberg, Ben +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
  53. Audio Retrieval with Natural Language Queries
    2021/05/05 by Oncescu, Andreea-Maria, Koepke, A. Sophia, Henriques, João F. +2 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Sound (cs.SD) #electronic engineering #information engineering
  54. Automatic dense annotation of large-vocabulary sign language videos
    2022/08/04 by Liliane Momeni, Hannah Bull, Momeni, Liliane +9 · 2 citations
    Computer Science · Psychology · #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Human Pose and Action Recognition
  55. Sign Language Video Retrieval with Free-Form Textual Queries
    2022/01/07 by Duarte, Amanda, Albanie, Samuel, Giró-i-Nieto, Xavier +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  56. BBC-Oxford British Sign Language Dataset
    2021/11/05 by Samuel Albanie, Gül Varol, Albanie, Samuel +21 · 1 citation
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Human Pose and Action Recognition
  57. A Tale of Two Languages: Large-Vocabulary Continuous Sign Language Recognition from Spoken Language Supervision
    2024/05/16 by Raude, Charles, Prajwal, K R, Momeni, Liliane +4 · 3 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  58. Sign Segmentation with Changepoint-Modulated Pseudo-Labelling
    2021/04/28 by Renz, Katrin, Stache, Nicolaj C., Fox, Neil +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  59. DeepMIM: Deep Supervision for Masked Image Modeling
    2023/03/15 by Ren, Sucheng, Wei, Fangyun, Albanie, Samuel +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  60. Watch, read and lookup: learning to spot signs from multiple supervisors
    2020/10/08 by Momeni, Liliane, Varol, Gül, Albanie, Samuel +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  61. Simple Baselines for Interactive Video Retrieval with Questions and Answers
    2023/08/21 by Liang, Kaiqu, Albanie, Samuel · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  62. Visual Data-Type Understanding does not emerge from Scaling Vision-Language Models
    2023/10/12 by Udandarao, Vishaal, Burg, Max F., Albanie, Samuel +1 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  63. A Good CREPE needs more than just Sugar: Investigating Biases in Compositional Vision-Language Benchmarks
    2025/06/09 by Vishaal Udandarao, Mehdi Cherti, Udandarao, Vishaal +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  64. HelloFresh: LLM Evaluations on Streams of Real-World Human Editorial Actions across X Community Notes and Wikipedia edits
    2024/06/05 by Tim Franzmeyer, Aleksandar Shtedritski, Franzmeyer, Tim +9 · 1 citation
    Social Sciences · Computer Science · #Wikis in Education and Collaboration #Topic Modeling #Advanced Text Analysis Techniques
  65. A Rosetta Stone for AI Benchmarks
    2025/11/28 by Anson Ho, Ho, Anson, Jean-Stanislas Denain +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI)