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Vemulapalli, Raviteja

  1. MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training
    2023/11/28 by Pavan Kumar Anasosalu Vasu, Vasu, Pavan Kumar Anasosalu, Hadi Pouransari +7 · 1 voice · 31 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #cs.CL #cs.CV #cs.LG
  2. Frame-Recurrent Video Super-Resolution
    2018/01/14 by Sajjadi, Mehdi S. M., Vemulapalli, Raviteja, Brown, Matthew · 19 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (stat.ML)
  3. SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding
    2023/10/23 by Haoxiang Wang, Pavan Kumar Anasosalu Vasu, Wang, Haoxiang +15 · 33 citations
    Computer Science · Engineering · #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) #Robotics and Sensor-Based Localization
  4. Riemannian Metric Learning for Symmetric Positive Definite Matrices
    2015/01/10 by Raviteja Vemulapalli, Vemulapalli, Raviteja, David W. Jacobs +1 · 5 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Machine Learning (cs.LG) #cs.CV #cs.LG
  5. Contrastive Learning for Label-Efficient Semantic Segmentation
    2020/12/13 by Xiangyun Zhao, Raviteja Vemulapalli, Zhao, Xiangyun +11 · 5 citations
    Computer Science · #Advanced Neural Network Applications #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
  6. TiC-CLIP: Continual Training of CLIP Models
    2023/10/24 by Saurabh Garg, Mehrdad Farajtabar, Garg, Saurabh +13 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  7. Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks, Methods, and Applications
    2023/11/30 by Karren Yang, Yang, Karren D., Anurag Ranjan +7 · 6 citations
    Computer Science · Medicine · #Face recognition and analysis #Speech and Audio Processing #Facial Nerve Paralysis Treatment and Research
  8. Weight subcloning: direct initialization of transformers using larger pretrained ones
    2023/12/14 by Mohammad Samragh, Samragh, Mohammad, Mehrdad Farajtabar +13 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Global Self-Attention Networks for Image Recognition
    2020/10/06 by Zhuoran Shen, Shen, Zhuoran, Irwan Bello +7 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Visual Attention and Saliency Detection
  10. Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models
    2023/11/30 by Raviteja Vemulapalli, Vemulapalli, Raviteja, Hadi Pouransari +11 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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)
  11. Corpus Synthesis for Zero-shot ASR domain Adaptation using Large Language Models
    2023/09/18 by Hsuan Su, Su, Hsuan, Ting-Yao Hu +13 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  12. A Compact Embedding for Facial Expression Similarity
    2018/11/27 by Vemulapalli, Raviteja, Agarwala, Aseem · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Search to Distill: Pearls are Everywhere but not the Eyes
    2019/11/20 by Yu Liu, Liu, Yu, Xuhui Jia +11 · 3 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 #Human Pose and Action Recognition #Machine Learning (cs.LG)
  14. Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising
    2015/11/12 by Raviteja Vemulapalli, Oncel Tuzel, Vemulapalli, Raviteja +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  15. MUSCLE: A Model Update Strategy for Compatible LLM Evolution
    2024/07/12 by Echterhoff, Jessica, Faghri, Fartash, Vemulapalli, Raviteja +4 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  16. Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization
    2025/02/24 by Lu, Yen-Ju, Hu, Ting-Yao, Koppula, Hema Swetha +8 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization
    2024/10/24 by Shancong Mou, Mou, Shancong, Raviteja Vemulapalli +19 · 2 citations
    Engineering · #Industrial Vision Systems and Defect Detection #Manufacturing Process and Optimization #Advanced Surface Polishing Techniques
  18. TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining
    2025/04/02 by Jeffrey Li, Li, Jeffrey, Mohammadreza Armandpour +19 · 2 citations
    Engineering · #Metallurgy and Material Forming #Advanced Surface Polishing Techniques
  19. CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement
    2023/10/21 by Salehi, Mohammadreza, Farajtabar, Mehrdad, Horton, Maxwell +7 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. Learning to Reason for Hallucination Span Detection
    2025/10/02 by Hsuan Su, Su, Hsuan, Ting-Yao Hu +17 · 3 citations
    Computer Science · Psychology · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health Research Topics
  21. FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations
    2025/04/11 by Cheng-Yu Hsieh, Hsieh, Cheng-Yu, Pavan Kumar Anasosalu Vasu +13 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications