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Leonid Karlinsky

  1. CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning
    2022/11/23 by Smith, James Seale, Leonid Karlinsky, Karlinsky, Leonid +14 · 62 citations
    Computer Science · #Artificial Intelligence (cs.AI) #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
  2. Listen, Think, and Understand
    2023/05/18 by Yuan Gong, Hongyin Luo, Gong, Yuan +7 · 35 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  3. Contrastive Audio-Visual Masked Autoencoder
    2022/10/02 by Yuan Gong, Gong, Yuan, Andrew Rouditchenko +11 · 18 citations
    Computer Science · #Music and Audio Processing #Speech and Audio Processing #Video Analysis and Summarization
  4. Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning
    2023/03/06 by Zhen Wang, Wang, Zhen, Rameswar Panda +9 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  5. LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections
    2023/05/29 by M. Jehanzeb Mirza, Leonid Karlinsky, Mirza, M. Jehanzeb +11 · 8 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 #Multimodal Machine Learning Applications
  6. Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
    2023/05/31 by Sivan Doveh, Doveh, Sivan, Assaf Arbelle +21 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  7. Co-regularized Alignment for Unsupervised Domain Adaptation
    2018/11/13 by Abhishek Kumar, Kumar, Abhishek, Prasanna Sattigeri +10 · 7 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  8. AR-Net: Adaptive Frame Resolution for Efficient Action Recognition
    2020/07/31 by Yue Meng, Chung-Ching Lin, Meng, Yue +13 · 3 citations
    Computer Science · Medicine · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition
  9. 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
  10. ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
    2024/06/12 by Irene Huang, Wei Lin, Huang, Irene +24 · 7 citations
    Engineering · Computer Science · #Elevator Systems and Control #Software System Performance and Reliability #Advanced Software Engineering Methodologies
  11. Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence
    2025/02/14 by Leonid Karlinsky, Granite Vision Team, Assaf Arbelle +119 · 8 citations
    Business, Management and Accounting · #Competitive and Knowledge Intelligence
  12. CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory
    2024/02/21 by Zexue He, Leonid Karlinsky, He, Zexue +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  13. Adaptive Memory Replay for Continual Learning
    2024/04/18 by Lazar Valkov, Smith, James Seale, Valkov, Lazar +10 · 4 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)
  14. Scaling Granite Code Models to 128K Context
    2024/07/18 by Matt Stallone, Stallone, Matt, Vaibhav Saxena +41 · 4 citations
    Engineering · Materials Science · #Advanced Surface Polishing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #High-Velocity Impact and Material Behavior #Metallurgy and Material Forming #Software Engineering (cs.SE)
  15. LiveXiv -- A Multi-Modal Live Benchmark Based on Arxiv Papers Content
    2024/10/14 by Nimrod Shabtay, Felipe Maia Polo, Shabtay, Nimrod +19 · 4 citations
    Computer Science · Social Sciences · Decision Sciences · #Video Analysis and Summarization #Multimedia Communication and Technology #Scientific Computing and Data Management
  16. MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge
    2023/03/15 by Wei Lin, Leonid Karlinsky, Lin, Wei +15 · 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
  17. 3VL: Using Trees to Improve Vision-Language Models' Interpretability
    2023/12/28 by Nir Yellinek, Yellinek, Nir, Leonid Karlinsky +3 · 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
  18. Comparison Visual Instruction Tuning
    2024/06/13 by Wei Lin, M. Jehanzeb Mirza, Lin, Wei +11 · 3 citations
    Social Sciences · #Education and Technology Integration #Educational Environments and Student Outcomes
  19. State-Space Large Audio Language Models
    2024/11/24 by Saurabhchand Bhati, Bhati, Saurabhchand, Yuan Gong +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #electronic engineering #information engineering
  20. TAP: Targeted Prompting for Task Adaptive Generation of Textual Training Instances for Visual Classification
    2023/09/13 by M. Jehanzeb Mirza, Mirza, M. Jehanzeb, Leonid Karlinsky +9 · 2 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  21. BATCLIP: Bimodal Online Test-Time Adaptation for CLIP
    2024/12/03 by Sarthak Kumar Maharana, Maharana, Sarthak Kumar, Baoming Zhang +7 · 2 citations
    Computer Science · #Advanced Data Compression Techniques #Speech and Audio Processing
  22. ConStruct-VL: Data-Free Continual Structured VL Concepts Learning
    2022/11/17 by Paola Cascante-Bonilla, Smith, James Seale, Cascante-Bonilla, Paola +16 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Multimodal Machine Learning Applications
  23. On the Importance of Calibration in Semi-supervised Learning
    2022/10/10 by Charlotte Loh, Loh, Charlotte, Rumen Dangovski +13 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Machine Learning and Data Classification
  24. PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data
    2022/12/08 by Roei Herzig, Herzig, Roei, Ofir Abramovich +13 · 1 citation
    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
  25. Navigating the Labyrinth: Evaluating LLMs' Ability to Reason About Search Problems
    2024/06/18 by Nasim Borazjanizadeh, Roei Herzig, Borazjanizadeh, Nasim +7 · 1 citation
    Computer Science · #Open Education and E-Learning
  26. Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features
    2024/11/28 by Chancharik Mitra, Brandon Huang, Mitra, Chancharik +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
  27. Sample- and Parameter-Efficient Auto-Regressive Image Models
    2024/11/23 by Elad Amrani, Amrani, Elad, Leonid Karlinsky +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Image and Signal Denoising Methods #Medical Image Segmentation Techniques
  28. GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models
    2024/10/08 by M. Jehanzeb Mirza, Mirza, M. Jehanzeb, Mengjie Zhao +27 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications