Pavan Kumar Anasosalu Vasu

21 papers A* 6Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
AMUSE: Audio-Visual Benchmark and Alignment Framework for Agentic Multi-Speaker Understanding.
CoRR
Sanjoy Chowdhury, Karren D. Yang, Xudong Liu, Fartash Faghri, Pavan Kumar Anasosalu Vasu, Oncel Tuzel, Dinesh Manocha, Chun-Liang Li, Raviteja Vemulapalli
2025 A* conf
FastVLM: Efficient Vision Encoding for Vision Language Models.
CVPR
Pavan Kumar Anasosalu Vasu, Fartash Faghri, Chun-Liang Li, Cem Koc, Nate True, Albert Antony, Gokula Santhanam, James Gabriel, Peter Grasch, Oncel Tuzel, Hadi Pouransari
2025 J jnl
FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations.
CoRR
Cheng-Yu Hsieh, Pavan Kumar Anasosalu Vasu, Fartash Faghri, Raviteja Vemulapalli, Chun-Liang Li, Ranjay Krishna, Oncel Tuzel, Hadi Pouransari
2025 J jnl
MobileCLIP2: Improving Multi-Modal Reinforced Training.
CoRR
Fartash Faghri, Pavan Kumar Anasosalu Vasu, Cem Koc, Vaishaal Shankar, Alexander Toshev, Oncel Tuzel, Hadi Pouransari
2025 J jnl
MobileCLIP2: Improving Multi-Modal Reinforced Training.
Trans. Mach. Learn. Res.
Fartash Faghri, Pavan Kumar Anasosalu Vasu, Cem Koc, Vaishaal Shankar, Alexander T. Toshev, Oncel Tuzel, Hadi Pouransari
2024 J jnl
CLIP with Quality Captions: A Strong Pretraining for Vision Tasks.
CoRR
Pavan Kumar Anasosalu Vasu, Hadi Pouransari, Fartash Faghri, Oncel Tuzel
2024 A* conf
Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum.
NeurIPS
Hadi Pouransari, Chun-Liang Li, Jen-Hao Rick Chang, Pavan Kumar Anasosalu Vasu, Cem Koc, Vaishaal Shankar, Oncel Tuzel
2024 J jnl
Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum.
CoRR
Hadi Pouransari, Chun-Liang Li, Jen-Hao Rick Chang, Pavan Kumar Anasosalu Vasu, Cem Koc, Vaishaal Shankar, Oncel Tuzel
2024 J jnl
FastVLM: Efficient Vision Encoding for Vision Language Models.
CoRR
Pavan Kumar Anasosalu Vasu, Fartash Faghri, Chun-Liang Li, Cem Koc, Nate True, Albert Antony, Gokula Santhanam, James Gabriel, Peter Grasch, Oncel Tuzel, Hadi Pouransari
2024 J jnl
Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions.
CoRR
Yu-Guan Hsieh, Cheng-Yu Hsieh, Shih-Ying Yeh, Louis Béthune, Hadipour Ansari, Pavan Kumar Anasosalu Vasu, Chun-Liang Li, Ranjay Krishna, Oncel Tuzel, Marco Cuturi
2024 A* conf
MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training.
CVPR
Pavan Kumar Anasosalu Vasu, Hadi Pouransari, Fartash Faghri, Raviteja Vemulapalli, Oncel Tuzel
2024 — conf
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding.
CVPR Workshops
Haoxiang Wang, Pavan Kumar Anasosalu Vasu, Fartash Faghri, Raviteja Vemulapalli, Mehrdad Farajtabar, Sachin Mehta, Mohammad Rastegari, Oncel Tuzel, Hadi Pouransari
2023 A* conf
FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization.
ICCV
Pavan Kumar Anasosalu Vasu, James Gabriel, Jeff Zhu, Oncel Tuzel, Anurag Ranjan
2023 J jnl
FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization.
CoRR
Pavan Kumar Anasosalu Vasu, James Gabriel, Jeff Zhu, Oncel Tuzel, Anurag Ranjan
2023 J jnl
MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training.
CoRR
Pavan Kumar Anasosalu Vasu, Hadi Pouransari, Fartash Faghri, Raviteja Vemulapalli, Oncel Tuzel
2023 A* conf
MobileOne: An Improved One millisecond Mobile Backbone.
CVPR
Pavan Kumar Anasosalu Vasu, James Gabriel, Jeff Zhu, Oncel Tuzel, Anurag Ranjan
2023 J jnl
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding.
CoRR
Haoxiang Wang, Pavan Kumar Anasosalu Vasu, Fartash Faghri, Raviteja Vemulapalli, Mehrdad Farajtabar, Sachin Mehta, Mohammad Rastegari, Oncel Tuzel, Hadi Pouransari
2022 J jnl
An Improved One millisecond Mobile Backbone.
CoRR
Pavan Kumar Anasosalu Vasu, James Gabriel, Jeff Zhu, Oncel Tuzel, Anurag Ranjan
2022 A* conf
Forward Compatible Training for Large-Scale Embedding Retrieval Systems.
CVPR
Vivek Ramanujan, Pavan Kumar Anasosalu Vasu, Ali Farhadi, Oncel Tuzel, Hadi Pouransari
2021 J jnl
Forward Compatible Training for Representation Learning.
CoRR
Vivek Ramanujan, Pavan Kumar Anasosalu Vasu, Ali Farhadi, Oncel Tuzel, Hadi Pouransari
2021 J jnl
Instance-Level Task Parameters: A Robust Multi-task Weighting Framework.
CoRR
Pavan Kumar Anasosalu Vasu, Shreyas Saxena, Oncel Tuzel