Vemulapalli, Raviteja

23 publications

ICLRW 2025 FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations Cheng-Yu Hsieh, Pavan Kumar Anasosalu Vasu, Fartash Faghri, Raviteja Vemulapalli, Chun-Liang Li, Ranjay Krishna, Oncel Tuzel, Hadi Pouransari

ICML 2025 Proxy-FDA: Proxy-Based Feature Distribution Alignment for Fine-Tuning Vision Foundation Models Without Forgetting Chen Huang, Skyler Seto, Hadi Pouransari, Mehrdad Farajtabar, Raviteja Vemulapalli, Fartash Faghri, Oncel Tuzel, Barry-John Theobald, Joshua M. Susskind

TMLR 2024 CLIP Meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement Mohammadreza Salehi, Mehrdad Farajtabar, Maxwell Horton, Fartash Faghri, Hadi Pouransari, Raviteja Vemulapalli, Oncel Tuzel, Ali Farhadi, Mohammad Rastegari, Sachin Mehta

ICML 2024 Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-Specific Models Raviteja Vemulapalli, Hadi Pouransari, Fartash Faghri, Sachin Mehta, Mehrdad Farajtabar, Mohammad Rastegari, Oncel Tuzel

NeurIPSW 2024 LangDA: Language-Guided Domain Adaptive Semantic Segmentation Chang Liu, Saad Hossain, C Thomas, Kwei-Herng Lai, Raviteja Vemulapalli, Sirisha Rambhatla, Alexander Wong

CVPR 2024 MobileCLIP: Fast Image-Text Models Through Multi-Modal Reinforced Training Pavan Kumar Anasosalu Vasu, Hadi Pouransari, Fartash Faghri, Raviteja Vemulapalli, Oncel Tuzel

CVPR 2024 Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks Methods and Applications Karren D. Yang, Anurag Ranjan, Jen-Hao Rick Chang, Raviteja Vemulapalli, Oncel Tuzel

CVPRW 2024 SAM-CLIP: Merging Vision Foundation Models Towards Semantic and Spatial Understanding Haoxiang Wang, Pavan Kumar Anasosalu Vasu, Fartash Faghri, Raviteja Vemulapalli, Mehrdad Farajtabar, Sachin Mehta, Mohammad Rastegari, Oncel Tuzel, Hadi Pouransari

ICLR 2024 TiC-CLIP: Continual Training of CLIP Models Saurabh Garg, Mehrdad Farajtabar, Hadi Pouransari, Raviteja Vemulapalli, Sachin Mehta, Oncel Tuzel, Vaishaal Shankar, Fartash Faghri

NeurIPSW 2024 TiC-LM: A Multi-Year Benchmark for Continual Pretraining of Language Models Jeffrey Li, Mohammadreza Armandpour, Seyed Iman Mirzadeh, Sachin Mehta, Vaishaal Shankar, Raviteja Vemulapalli, Oncel Tuzel, Mehrdad Farajtabar, Hadi Pouransari, Fartash Faghri

NeurIPSW 2023 CLIP Meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement Mohammadreza Salehi, Mehrdad Farajtabar, Maxwell Horton, Fartash Faghri, Hadi Pouransari, Raviteja Vemulapalli, Oncel Tuzel, Ali Farhadi, Mohammad Rastegari, Sachin Mehta

ICLRW 2023 Federated Training of Dual Encoding Models on Small Non-Iid Client Datasets Raviteja Vemulapalli, Warren Richard Morningstar, Philip Andrew Mansfield, Hubert Eichner, Karan Singhal, Arash Afkanpour, Bradley Green

NeurIPSW 2023 SAM-CLIP: Merging Vision Foundation Models Towards Semantic and Spatial Understanding Haoxiang Wang, Pavan Kumar Anasosalu Vasu, Fartash Faghri, Raviteja Vemulapalli, Mehrdad Farajtabar, Sachin Mehta, Mohammad Rastegari, Oncel Tuzel, Hadi Pouransari

NeurIPSW 2023 TiC-CLIP: Continual Training of CLIP Models Saurabh Garg, Mehrdad Farajtabar, Hadi Pouransari, Raviteja Vemulapalli, Sachin Mehta, Oncel Tuzel, Vaishaal Shankar, Fartash Faghri

AAAI 2021 Boosting Image-Based Mutual Gaze Detection Using Pseudo 3D Gaze Bardia Doosti, Ching-Hui Chen, Raviteja Vemulapalli, Xuhui Jia, Yukun Zhu, Bradley Green

ICCV 2021 Contrastive Learning for Label Efficient Semantic Segmentation Xiangyun Zhao, Raviteja Vemulapalli, Philip Andrew Mansfield, Boqing Gong, Bradley Green, Lior Shapira, Ying Wu

CVPR 2016 Deep Gaussian Conditional Random Field Network: A Model-Based Deep Network for Discriminative Denoising Raviteja Vemulapalli, Oncel Tuzel, Ming-Yu Liu

CVPR 2016 Gaussian Conditional Random Field Network for Semantic Segmentation Raviteja Vemulapalli, Oncel Tuzel, Ming-Yu Liu, Rama Chellapa

CVPR 2016 Rolling Rotations for Recognizing Human Actions from 3D Skeletal Data Raviteja Vemulapalli, Rama Chellapa

ICCV 2015 Unsupervised Cross-Modal Synthesis of Subject-Specific Scans Raviteja Vemulapalli, Hien Van Nguyen, Shaohua Kevin Zhou

CVPR 2014 Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group Raviteja Vemulapalli, Felipe Arrate, Rama Chellappa

CVPR 2013 Kernel Learning for Extrinsic Classification of Manifold Features Raviteja Vemulapalli, Jaishanker K. Pillai, Rama Chellappa

ICCVW 2009 Spatio-Temporal Nonparametric Background Modeling and Subtraction Raviteja Vemulapalli, R. Aravind