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Roei Herzig

  1. Compositional Chain-of-Thought Prompting for Large Multimodal Models
    2023/11/27 by Chancharik Mitra, Brandon Huang, Mitra, Chancharik +5 · 76 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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) #Multimodal Machine Learning Applications #Topic Modeling
  2. LLARVA: Vision-Action Instruction Tuning Enhances Robot Learning
    2024/06/17 by Dantong Niu, Niu, Dantong, Yuvan Sharma +13 · 40 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robot Manipulation and Learning #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Automated Systems
  3. Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
    2023/05/31 by Sivan Doveh, Doveh, Sivan, Assaf Arbelle +21 · 16 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  4. Something-Else: Compositional Action Recognition with Spatial-Temporal\n Interaction Networks
    2019/12/20 by Joanna Materzyńska, Materzynska, Joanna, Tete Xiao +9 · 8 citations
    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
  5. Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning
    2024/06/21 by Brandon Huang, Chancharik Mitra, Huang, Brandon +9 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #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)
  6. Incorporating Structured Representations into Pretrained Vision & Language Models Using Scene Graphs
    2023/05/10 by Roei Herzig, Herzig, Roei, Alon Mendelson +11 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  7. In-Context Learning Enables Robot Action Prediction in LLMs
    2024/10/16 by Yida Yin, Yin, Yida, Zekai Wang +9 · 11 citations
    Computer Science · #Context-Aware Activity Recognition Systems
  8. ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
    2024/06/12 by Irene Huang, Huang, Irene, Wei Lin +24 · 9 citations
    Engineering · Computer Science · #Elevator Systems and Control #Software System Performance and Reliability #Advanced Software Engineering Methodologies
  9. Object-Region Video Transformers
    2021/10/13 by Roei Herzig, Elad Ben-Avraham, Herzig, Roei +13 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  10. TraveLER: A Modular Multi-LMM Agent Framework for Video Question-Answering
    2024/04/01 by Chuyi Shang, Amos You, Shang, Chuyi +7 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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) #Multimodal Machine Learning Applications #Topic Modeling
  11. Unsupervised Domain Generalization by Learning a Bridge Across Domains
    2021/12/04 by Sivan Harary, Harary, Sivan, Eli Schwartz +25 · 3 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications #Multimodal Machine Learning Applications
  12. Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence
    2025/02/14 by Leonid Karlinsky, Granite Vision Team, Assaf Arbelle +119 · 10 citations
    Business, Management and Accounting · #Competitive and Knowledge Intelligence
  13. Compositional Video Synthesis with Action Graphs
    2020/06/27 by Amir Bar, Roei Herzig, Bar, Amir +11 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Analysis and Summarization
  14. DETReg: Unsupervised Pretraining with Region Priors for Object Detection
    2021/06/08 by Amir Bar, Bar, Amir, Xin Wang +15 · 2 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 #Multimodal Machine Learning Applications
  15. PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data
    2022/12/08 by Roei Herzig, Herzig, Roei, Ofir Abramovich +13 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  16. Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction
    2018/02/15 by Roei Herzig, Herzig, Roei, Moshiko Raboh +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  17. ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding
    2026/03/28 by Jovana Kondic, Pengyuan Li, Dhiraj Joshi +24 · 1 voice
    Computer Science · #cs.CV #cs.AI #cs.CL
  18. Navigating the Labyrinth: Evaluating LLMs' Ability to Reason About Search Problems
    2024/06/18 by Nasim Borazjanizadeh, Roei Herzig, Borazjanizadeh, Nasim +7 · 2 citations
    Computer Science · #Open Education and E-Learning
  19. Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features
    2024/11/28 by Chancharik Mitra, Mitra, Chancharik, Brandon Huang +16 · 1 citation
    Arts and Humanities · Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Natural Language Processing Techniques #linguistics and terminology studies