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Rogério Feris

  1. CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning
    2022/11/23 by Leonid Karlinsky, Smith, James Seale, Vyshnavi Gutta +14 · 74 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. BlockDrop: Dynamic Inference Paths in Residual Networks
    2017/11/22 by Zuxuan Wu, Wu, Zuxuan, Tushar Nagarajan +13 · 1 voice · 12 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
  3. Targeted Supervised Contrastive Learning for Long-Tailed Recognition
    2021/11/27 by Tianhong Li, Li, Tianhong, Peng Cao +13 · 18 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning and ELM
  4. IA-RED2: Interpretability-Aware Redundancy Reduction for Vision Transformers
    2021/06/23 by Bowen Pan, Pan, Bowen, Rameswar Panda +9 · 15 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  5. Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning
    2023/03/06 by Zhen Wang, Wang, Zhen, Rameswar Panda +9 · 18 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  6. AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning
    2019/11/27 by Ximeng Sun, Rameswar Panda, Sun, Ximeng +5 · 13 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  7. Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification
    2016/11/16 by Yongxi Lu, Abhishek Kumar, Lu, Yongxi +9 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  8. Dialog-based Interactive Image Retrieval
    2018/05/01 by Xiaoxiao Guo, Hui Wu, Guo, Xiaoxiao +9 · 10 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  9. SpotTune: Transfer Learning through Adaptive Fine-tuning
    2018/11/21 by Yunhui Guo, Guo, Yunhui, Abhishek Kumar +8 · 8 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 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  10. LangNav: Language as a Perceptual Representation for Navigation
    2023/10/11 by Bowen Pan, Rameswar Panda, Pan, Bowen +11 · 12 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 #Robotics (cs.RO) #Speech and dialogue systems
  11. Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
    2023/05/31 by Sivan Doveh, Assaf Arbelle, Doveh, Sivan +21 · 11 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  12. Whisper-Flamingo: Integrating Visual Features into Whisper for Audio-Visual Speech Recognition and Translation
    2024/06/14 by Andrew Rouditchenko, Yuan Gong, Rouditchenko, Andrew +11 · 15 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  13. 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 · 10 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
  14. Co-regularized Alignment for Unsupervised Domain Adaptation
    2018/11/13 by Abhishek Kumar, Prasanna Sattigeri, Kumar, Abhishek +10 · 12 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback
    2019/05/30 by Hui Wu, Yupeng Gao, Wu, Hui +11 · 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 #Visual Attention and Saliency Detection
  16. AR-Net: Adaptive Frame Resolution for Efficient Action Recognition
    2020/07/31 by Yue Meng, Meng, Yue, Chung-Ching Lin +13 · 6 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
  17. LaSO: Label-Set Operations networks for multi-label few-shot learning
    2019/02/26 by Amit Alfassy, Leonid Karlinsky, Alfassy, Amit +13 · 4 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 #Text and Document Classification Technologies
  18. Incorporating Structured Representations into Pretrained Vision & Language Models Using Scene Graphs
    2023/05/10 by Roei Herzig, Alon Mendelson, Herzig, Roei +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
  19. M+: Extending MemoryLLM with Scalable Long-Term Memory
    2025/02/01 by Yu Wang, Dmitry Krotov, Wang, Yu +15 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Applications
  20. A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection
    2016/07/25 by Zhaowei Cai, Cai, Zhaowei, Quanfu Fan +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  21. Spoken Moments: Learning Joint Audio-Visual Representations from Video\n Descriptions
    2021/05/10 by Mathew Monfort, SouYoung Jin, Monfort, Mathew +11 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Music and Audio Processing #Sound (cs.SD) #Video Analysis and Summarization #electronic engineering #information engineering
  22. Omni-R1: Do You Really Need Audio to Fine-Tune Your Audio LLM?
    2025/05/14 by Andrew Rouditchenko, Saurabhchand Bhati, Rouditchenko, Andrew +11 · 22 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  23. RepMet: Representative-based metric learning for classification and one-shot object detection
    2018/06/12 by Leonid Karlinsky, Karlinsky, Leonid, Joseph Shtok +13 · 3 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  24. CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory
    2024/02/21 by Zexue He, Leonid Karlinsky, He, Zexue +9 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  25. Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition
    2020/10/22 by Chun-Fu Chen, Rameswar Panda, Chen, Chun-Fu +11 · 3 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition
  26. ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
    2024/06/12 by Irene Huang, Huang, Irene, Wei Lin +24 · 8 citations
    Engineering · Computer Science · #Elevator Systems and Control #Software System Performance and Reliability #Advanced Software Engineering Methodologies
  27. Generative Adversarial Networks as Variational Training of Energy Based Models
    2016/11/06 by Shuangfei Zhai, Zhai, Shuangfei, Yu Cheng +5 · 3 citations
    Computer Science · #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing
  28. AdaFuse: Adaptive Temporal Fusion Network for Efficient Action\n Recognition
    2021/02/10 by Yue Meng, Meng, Yue, Rameswar Panda +13 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  29. Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation
    2020/12/06 by Aadarsh Sahoo, Sahoo, Aadarsh, Rameswar Panda +7 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  30. Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
    2024/06/17 by Junmo Kang, Leonid Karlinsky, Kang, Junmo +17 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  31. Cross-domain Image Retrieval with a Dual Attribute-aware Ranking Network
    2015/05/29 by Junshi Huang, Huang, Junshi, Rogério Feris +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  32. Unsupervised Domain Generalization by Learning a Bridge Across Domains
    2021/12/04 by Sivan Harary, Eli Schwartz, Harary, Sivan +25 · 3 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications #Multimodal Machine Learning Applications
  33. Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence
    2025/02/14 by Leonid Karlinsky, Granite Vision Team, Karlinsky, Leonid +119 · 9 citations
    Business, Management and Accounting · #Competitive and Knowledge Intelligence
  34. 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)
  35. Scaling Granite Code Models to 128K Context
    2024/07/18 by Matt Stallone, Vaibhav Saxena, Stallone, Matt +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)
  36. A Maximal Correlation Approach to Imposing Fairness in Machine Learning
    2020/12/30 by Joshua Lee, Lee, Joshua, Yuheng Bu +11 · 2 citations
    Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI)
  37. Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
    2024/05/27 by Runqian Wang, Wang, Runqian, Soumya Ghosh +11 · 3 citations
    Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Speech Recognition and Synthesis
  38. RED-Net: A Recurrent Encoder-Decoder Network for Video-based Face Alignment
    2018/01/17 by Xi Peng, Peng, Xi, Rogério Feris +5 · 1 citation
    Computer Science · Neuroscience · #Face recognition and analysis #Face and Expression Recognition #Face Recognition and Perception
  39. 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
  40. BATCLIP: Bimodal Online Test-Time Adaptation for CLIP
    2024/12/03 by Sarthak Kumar Maharana, Baoming Zhang, Maharana, Sarthak Kumar +7 · 3 citations
    Computer Science · #Advanced Data Compression Techniques #Speech and Audio Processing
  41. Baby steps towards few-shot learning with multiple semantics
    2019/06/05 by Eli Schwartz, Schwartz, Eli, Leonid Karlinsky +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  42. State-Space Large Audio Language Models
    2024/11/24 by Saurabhchand Bhati, Yuan Gong, Bhati, Saurabhchand +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
  43. 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
  44. TAP: Targeted Prompting for Task Adaptive Generation of Textual Training Instances for Visual Classification
    2023/09/13 by M. Jehanzeb Mirza, Leonid Karlinsky, Mirza, M. Jehanzeb +9 · 2 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  45. Separating Skills and Concepts for Novel Visual Question Answering
    2021/07/19 by Spencer Whitehead, Hui Wu, Whitehead, Spencer +7 · 1 citation
    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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  46. Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data
    2021/06/14 by Ashraful Islam, Islam, Ashraful, Chun-Fu Chen +9 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Seismic Imaging and Inversion Techniques
  47. Depthwise Convolution is All You Need for Learning Multiple Visual Domains
    2019/02/03 by Yunhui Guo, Yandong Li, Guo, Yunhui +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  48. Large Scale Generative AI Text Applied to Sports and Music
    2024/01/31 by Aaron K. Baughman, Baughman, Aaron, Stephen Hammer +13 · 2 citations
    Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music Technology and Sound Studies #Music and Audio Processing #Sports Analytics and Performance
  49. 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
  50. CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment
    2025/05/02 by Edson Araujo, Andrew Rouditchenko, Araujo, Edson +17 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Multimedia (cs.MM) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  51. What, when, and where? -- Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions
    2023/03/29 by Brian Chen, Chen, Brian, Nina Shvetsova +15 · 1 citation
    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
  52. Revisiting RCNN: On Awakening the Classification Power of Faster RCNN
    2018/03/19 by Bowen Cheng, Cheng, Bowen, Yunchao Wei +8 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  53. 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
  54. DASS: Distilled Audio State Space Models Are Stronger and More Duration-Scalable Learners
    2024/07/04 by Saurabhchand Bhati, Bhati, Saurabhchand, Yuan Gong +9 · 2 citations
    Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
  55. 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
  56. GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models
    2024/10/08 by M. Jehanzeb Mirza, Mengjie Zhao, Mirza, M. Jehanzeb +27 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  57. mWhisper-Flamingo for Multilingual Audio-Visual Noise-Robust Speech Recognition
    2025/02/03 by Andrew Rouditchenko, Rouditchenko, Andrew, Samuel Thomas +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 #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering