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Soricut, Radu

  1. Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
    2024/03/08 by Gemini Robotics Team, Petko Georgiev, Gemini Team +2277 · 4 voices · 834 citations
    Computer Science · #Semantic Web and Ontologies
  2. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1398 citations
    #cs.CL #cs.AI
  3. RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
    2023/07/28 by Anthony Brohan, Noah Brown, Brohan, Anthony +105 · 722 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO) #Topic Modeling
  4. ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
    2019/09/26 by Zhenzhong Lan, Lan, Zhenzhong, Mingda Chen +9 · 2 voices · 470 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  5. PaliGemma: A versatile 3B VLM for transfer
    2024/07/10 by Lucas Beyer, Beyer, Lucas, Andreas Steiner +72 · 1 voice · 221 citations
    Engineering · #cs.CV #cs.AI #cs.CL #cs.LG
  6. PaLI-3 Vision Language Models: Smaller, Faster, Stronger
    2023/10/13 by Xi Chen, Xiao Wang, Chen, Xi +37 · 1 voice · 25 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.CV
  7. Gemini Robotics: Bringing AI into the Physical World
    2025/03/25 by Gemini Robotics Team, Saminda Abeyruwan, Joshua Ainslie +242 · 3 voices · 167 citations
    Computer Science · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Robotics (cs.RO) #Space Science and Extraterrestrial Life #cs.RO
  8. Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize\n Long-Tail Visual Concepts
    2021/02/17 by Soravit Changpinyo, Piyush Sharma, Changpinyo, Soravit +5 · 149 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  9. PaLI: A Jointly-Scaled Multilingual Language-Image Model
    2022/09/14 by Xi Chen, Chen, Xi, Xiao Wang +55 · 124 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  10. Gemini: A Family of Highly Capable Multimodal Models
    2023/12/19 by Gemini Robotics Team, Rohan Anil, Gemini Team +2692 · 9 voices · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
  11. Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting
    2022/12/13 by Su Wang, Wang, Su, Chitwan Saharia +25 · 49 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  12. Connecting Vision and Language with Localized Narratives
    2019/12/06 by Pont-Tuset, Jordi, Uijlings, Jasper, Changpinyo, Soravit +2 · 28 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. PaLI-X: On Scaling up a Multilingual Vision and Language Model
    2023/05/29 by Xi Chen, Chen, Xi, Josip Djolonga +83 · 39 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
  14. Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset
    2022/05/25 by Thapliyal, Ashish V., Pont-Tuset, Jordi, Chen, Xi +1 · 19 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning
    2023/12/19 by Mehran Kazemi, Hamidreza Alvari, Kazemi, Mehran +9 · 23 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  16. Multimodal Pretraining for Dense Video Captioning
    2020/11/10 by Huang, Gabriel, Pang, Bo, Zhu, Zhenhai +2 · 11 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. All You May Need for VQA are Image Captions
    2022/05/04 by Soravit Changpinyo, Changpinyo, Soravit, Doron Kukliansky +9 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  18. ImageInWords: Unlocking Hyper-Detailed Image Descriptions
    2024/05/05 by Roopal Garg, Andrea Burns, Garg, Roopal +17 · 1 voice · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #cs.CL #cs.CV
  19. H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences
    2021/07/25 by Zhenhai Zhu, Radu Soricut, Zhu, Zhenhai +1 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Unified Autoregressive Visual Generation and Understanding with Continuous Tokens
    2025/03/17 by Fan, Lijie, Tang, Luming, Qin, Siyang +11 · 22 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts
    2023/12/01 by Jialin Wu, Wu, Jialin, Hu Xia +7 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems
  22. Connecting Vision and Language with Video Localized Narratives
    2023/02/22 by Paul Voigtlaender, Voigtlaender, Paul, Soravit Changpinyo +7 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  23. End-to-end Dense Video Captioning as Sequence Generation
    2022/04/18 by Wanrong Zhu, Bo Pang, Zhu, Wanrong +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  24. PreSTU: Pre-Training for Scene-Text Understanding
    2022/09/12 by Jihyung Kil, Soravit Changpinyo, Kil, Jihyung +11 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  25. CausalLM is not optimal for in-context learning
    2023/08/14 by Ding, Nan, Levinboim, Tomer, Wu, Jialin +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. Cold-Start Reinforcement Learning with Softmax Policy Gradient
    2017/09/27 by Nan Ding, Ding, Nan, Radu Soricut +1 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
  27. Quality Estimation for Image Captions Based on Large-scale Human\n Evaluations
    2019/09/08 by Tomer Levinboim, Ashish Thapliyal, Levinboim, Tomer +5 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization
  28. Understanding Guided Image Captioning Performance across Domains
    2020/12/04 by Edwin G. Ng, Ng, Edwin G., Bo Pang +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  29. 2.5D Visual Relationship Detection
    2021/04/26 by Yu-Chuan Su, Su, Yu-Chuan, Soravit Changpinyo +19 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging
  30. Non-Intrusive Adaptation: Input-Centric Parameter-efficient Fine-Tuning for Versatile Multimodal Modeling
    2023/10/18 by Wang, Yaqing, Wu, Jialin, Dabral, Tanmaya +8 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  31. PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks
    2022/03/10 by Ding, Nan, Chen, Xi, Levinboim, Tomer +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
    2025/10/02 by Gemini Robotics Team, Abbas Abdolmaleki, Abdolmaleki, Abbas +267 · 14 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Modular Robots and Swarm Intelligence #Robot Manipulation and Learning
  33. SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation
    2018/04/11 by Zhang, Ye, Ding, Nan, Soricut, Radu · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. Informative Image Captioning with External Sources of Information
    2019/06/20 by Zhao, Sanqiang, Sharma, Piyush, Levinboim, Tomer +1 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Wavelet-Based Image Tokenizer for Vision Transformers
    2024/05/28 by Zhenhai Zhu, Zhu, Zhenhai, Radu Soricut +1 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Image Retrieval and Classification Techniques
  36. Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization
    2022/11/22 by Wang, Zifan, Ding, Nan, Levinboim, Tomer +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning
    2021/05/28 by Nan Ding, Xi Chen, Ding, Nan +7 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research #Machine Learning and Data Classification