Vasu, Pavan Kumar Anasosalu
- FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization
2023/03/24 by Pavan Kumar Anasosalu Vasu, Vasu, Pavan Kumar Anasosalu, James Gabriel +7 · 27 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
- SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding
2023/10/23 by Haoxiang Wang, Wang, Haoxiang, Pavan Kumar Anasosalu Vasu +15 · 20 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
- 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 · 18 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- MobileOne: An Improved One millisecond Mobile Backbone
2022/06/08 by Pavan Kumar Anasosalu Vasu, Vasu, Pavan Kumar Anasosalu, James Gabriel +7 · 12 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #IoT and Edge/Fog Computing
- FastVLM: Efficient Vision Encoding for Vision Language Models
2024/12/17 by Pavan Kumar Anasosalu Vasu, Vasu, Pavan Kumar Anasosalu, Fartash Faghri +19 · 25 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Forward Compatible Training for Large-Scale Embedding Retrieval Systems
2021/12/06 by Vivek Ramanujan, Pavan Kumar Anasosalu Vasu, Ramanujan, Vivek +7 · 4 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
- Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum
2024/05/21 by Pouransari, Hadi, Li, Chun-Liang, Chang, Jen-Hao Rick +4 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- MobileCLIP2: Improving Multi-Modal Reinforced Training
2025/08/28 by Fartash Faghri, Faghri, Fartash, Pavan Kumar Anasosalu Vasu +11 · 3 citations
Computer Science · #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) #Mobile Learning in Education
- CLIP with Quality Captions: A Strong Pretraining for Vision Tasks
2024/05/14 by Vasu, Pavan Kumar Anasosalu, Pouransari, Hadi, Faghri, Fartash +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions
2024/07/09 by Yu-Guan Hsieh, Hsieh, Yu-Guan, Cheng-Yu Hsieh +17 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization