Rameswar Panda

Most-cited papers

CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification
C. Chen, Quan-Fu Fan, Rameswar Panda
2021IEEE International Conference on Computer Vision2,306 citations Open access
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CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning
James Smith, Leonid Karlinsky, V. Gutta, Paola Cascante-Bonilla +5 more
2022Computer Vision and Pattern Recognition684 citations Open access
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Gated Linear Attention Transformers with Hardware-Efficient Training
Songlin Yang, Bai-Lin Wang, Yikang Shen, Rameswar Panda +1 more
2023International Conference on Machine Learning602 citations
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AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning
Ximeng Sun, Rameswar Panda, R. Feris, K. Saenko
2019Neural Information Processing Systems338 citations
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RegionViT: Regional-to-Local Attention for Vision Transformers
C. Chen, Rameswar Panda, Quan-Fu Fan
2021International Conference on Learning Representations263 citations
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Data Engineering for Scaling Language Models to 128K Context
Yao Fu, Rameswar Panda, Xinyao Niu, Xiang Yue +3 more
2024International Conference on Machine Learning239 citations
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IA-RED2: Interpretability-Aware Redundancy Reduction for Vision Transformers
Bowen Pan, Yi-Fan Jiang, Rameswar Panda, Zhang-Yang Wang +2 more
2021Neural Information Processing Systems215 citations
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AR-Net: Adaptive Frame Resolution for Efficient Action Recognition
Yue Meng, Chung-Ching Lin, Rameswar Panda, Prasanna Sattigeri +4 more
2020European Conference on Computer Vision190 citations
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Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning
Zhen Wang, Rameswar Panda, Leonid Karlinsky, R. Feris +2 more
2023International Conference on Learning Representations173 citations Open access
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Granite Code Models: A Family of Open Foundation Models for Code Intelligence
Mayank Mishra, Matt Stallone, Gaoyuan Zhang, Yikang Shen +42 more
2024arXiv.org168 citations
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Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
William Brandon, Mayank Mishra, Aniruddha Nrusimha, Rameswar Panda +1 more
2024Neural Information Processing Systems162 citations
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AVLnet: Learning Audio-Visual Language Representations from Instructional Videos
Andrew Rouditchenko, Angie Boggust, David F. Harwath, Brian Chen +10 more
2020Interspeech150 citations Open access
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A Broad Study on the Transferability of Visual Representations with Contrastive Learning
Ashraful Islam, C. Chen, Rameswar Panda, Leonid Karlinsky +2 more
2021IEEE International Conference on Computer Vision135 citations Open access
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Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition
C. Chen, Rameswar Panda, K. Ramakrishnan, R. Feris +3 more
2020Computer Vision and Pattern Recognition125 citations Open access
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Semi-Supervised Action Recognition with Temporal Contrastive Learning
Ankit Singh, Omprakash Chakraborty, Ashutosh Varshney, Rameswar Panda +3 more
2021Computer Vision and Pattern Recognition116 citations Open access
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Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data
Ashraful Islam, C. Chen, Rameswar Panda, Leonid Karlinsky +2 more
2021Neural Information Processing Systems108 citations
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Fairness of Classifiers Across Skin Tones in Dermatology
N. M. Kinyanjui, Timothy Odonga, C. Cintas, N. Codella +3 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention107 citations
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Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos
Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne +9 more
2021IEEE International Conference on Computer Vision105 citations
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Energy Transformer
Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda +4 more
2023Neural Information Processing Systems104 citations Open access
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Learning to Grow Pretrained Models for Efficient Transformer Training
Pei-Hao Wang, Rameswar Panda, Lucas Torroba Hennigen, Philip Greengard +5 more
2023International Conference on Learning Representations103 citations Open access
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Teaching Structured Vision & Language Concepts to Vision & Language Models
Sivan Doveh, Assaf Arbelle, Sivan Harary, Rameswar Panda +7 more
2022Computer Vision and Pattern Recognition102 citations Open access
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Weakly Supervised Summarization of Web Videos
Rameswar Panda, Abir Das, Zi-Yan Wu, Jan Ernst +1 more
2017IEEE International Conference on Computer Vision101 citations
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Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
Sivan Doveh, Assaf Arbelle, Sivan Harary, Roei Herzig +8 more
2023Neural Information Processing Systems95 citations Open access
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Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias
Rameswar Panda, Jian-Ming Zhang, Haoxiang Li, Joon-Young Lee +2 more
2018European Conference on Computer Vision93 citations
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Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing
Aadarsh Sahoo, Rutav M. Shah, Rameswar Panda, Kate Saenko +1 more
2021Neural Information Processing Systems89 citations
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Collaborative Summarization of Topic-Related Videos
Rameswar Panda, A. Roy-Chowdhury
2017Computer Vision and Pattern Recognition82 citations
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Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval
Niluthpol Chowdhury Mithun, Rameswar Panda, E. Papalexakis, A. Roy-Chowdhury
2018ACM Multimedia81 citations Open access
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Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
I. Abdelaziz, Kinjal Basu, Mayank Agarwal, Sadhana Kumaravel +22 more
2024Conference on Empirical Methods in Natural Language Processing77 citations
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AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition
Rameswar Panda, C. Chen, Quan-Fu Fan, Ximeng Sun +3 more
2021IEEE International Conference on Computer Vision73 citations
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AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition
Yue Meng, Rameswar Panda, Chung-Ching Lin, Prasanna Sattigeri +4 more
2021International Conference on Learning Representations71 citations
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Multi-View Surveillance Video Summarization via Joint Embedding and Sparse Optimization
Rameswar Panda, A. Roy-Chowdhury
2017IEEE transactions on multimedia71 citations Open access
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TOUCAN: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments
Zhangchen Xu, Adriana Meza Soria, Shawn Tan, Anurag Roy +3 more
2025arXiv.org69 citations
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LangNav: Language as a Perceptual Representation for Navigation
Bo-Wen Pan, Rameswar Panda, SouYoung Jin, Rogério Feris +3 more
2023NAACL-HLT69 citations Open access
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Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets
N. M. Kinyanjui, Timothy Odonga, C. Cintas, N. Codella +3 more
2019arXiv.org69 citations
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MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge
Wei Lin, Leonid Karlinsky, Nina Shvetsova, Horst Possegger +5 more
2023IEEE International Conference on Computer Vision61 citations Open access
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VALHALLA: Visual Hallucination for Machine Translation
Yi Li, Rameswar Panda, Yoon Kim, C. Chen +3 more
2022Computer Vision and Pattern Recognition60 citations Open access
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Dynamic Network Quantization for Efficient Video Inference
Ximeng Sun, Rameswar Panda, C. Chen, A. Oliva +2 more
2021IEEE International Conference on Computer Vision58 citations
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FFNet: Video Fast-Forwarding via Reinforcement Learning
Shuyue Lan, Rameswar Panda, Qi Zhu, A. Roy-Chowdhury
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition54 citations Open access
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Going Beyond Nouns With Vision & Language Models Using Synthetic Data
Paola Cascante-Bonilla, Khaled Shehada, James Smith, Sivan Doveh +7 more
2023IEEE International Conference on Computer Vision52 citations Open access
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Dense Training, Sparse Inference: Rethinking Training of Mixture-of-Experts Language Models
Bo-Wen Pan, Yikang Shen, Haokun Liu, Mayank Mishra +4 more
2024arXiv.org50 citations
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Task2Sim: Towards Effective Pre-training and Transfer from Synthetic Data
Samarth Mishra, Rameswar Panda, Cheng Perng Phoo, C. Chen +4 more
2021Computer Vision and Pattern Recognition47 citations Open access
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How Transferable are Video Representations Based on Synthetic Data?
Youwang Kim, SouYoung Jin, Rameswar Panda, Hilde Kuehne +6 more
2022Neural Information Processing Systems43 citations
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Can an Image Classifier Suffice For Action Recognition?
Quan-Fu Fan, C. Chen, Rameswar Panda
2021International Conference on Learning Representations42 citations
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Selective Regression Under Fairness Criteria
Abhin Shah, Yuheng Bu, J. Lee, Subhro Das +3 more
2021International Conference on Machine Learning42 citations
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Fair Selective Classification Via Sufficiency
Yuheng Bu, J. Lee, Subhro Das, Rameswar Panda +3 more
2021International Conference on Machine Learning40 citations
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PaTH Attention: Position Encoding via Accumulating Householder Transformations
Song-Lin Yang, Yikang Shen, Kaiyue Wen, Shawn Tan +4 more
2025Neural Information Processing Systems39 citations
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Exploiting Global Camera Network Constraints for Unsupervised Video Person Re-Identification
Xue-Ping Wang, Rameswar Panda, Min Liu, Yao-Nan Wang +1 more
2020IEEE transactions on circuits and systems for video technology (Print)39 citations Open access
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Unsupervised Adaptive Re-identification in Open World Dynamic Camera Networks
Rameswar Panda, Amran Bhuiyan, Vittorio Murino, A. Roy-Chowdhury
2017Computer Vision and Pattern Recognition36 citations Open access
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Diversity Measurement and Subset Selection for Instruction Tuning Datasets
Peiqi Wang, Yikang Shen, Zhen Guo, Matt Stallone +3 more
2024arXiv.org35 citations
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Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation
Aadarsh Sahoo, Rameswar Panda, R. Feris, Kate Saenko +1 more
2020IEEE Workshop/Winter Conference on Applications of Computer Vision34 citations Open access
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