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Parminder Bhatia

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TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale

Mar 15, 2024
Pengcheng Jiang, Cao Xiao, Zifeng Wang, Parminder Bhatia, Jimeng Sun, Jiawei Han

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Bifurcated Attention for Single-Context Large-Batch Sampling

Mar 13, 2024
Ben Athiwaratkun, Sujan Kumar Gonugondla, Sanjay Krishna Gouda, Haifeng Qian, Hantian Ding, Qing Sun, Jun Wang, Jiacheng Guo, Liangfu Chen, Parminder Bhatia, Ramesh Nallapati, Sudipta Sengupta, Bing Xiang

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SonoSAMTrack -- Segment and Track Anything on Ultrasound Images

Nov 07, 2023
Hariharan Ravishankar, Rohan Patil, Vikram Melapudi, Stephan Anzengruber, Parminder Bhatia, Kass-Hout Taha, Pavan Annangi

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One-shot Localization and Segmentation of Medical Images with Foundation Models

Oct 28, 2023
Deepa Anand, Gurunath Reddy M, Vanika Singhal, Dattesh D. Shanbhag, Shriram KS, Uday Patil, Chitresh Bhushan, Kavitha Manickam, Dawei Gui, Rakesh Mullick, Avinash Gopal, Parminder Bhatia, Taha Kass-Hout

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SonoSAM -- Segment Anything on Ultrasound Images

Oct 25, 2023
Hariharan Ravishankar, Rohan Patil, Vikram Melapudi, Parminder Bhatia, Kass-Hout Taha, Pavan Annangi

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CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion

Oct 17, 2023
Yangruibo Ding, Zijian Wang, Wasi Uddin Ahmad, Hantian Ding, Ming Tan, Nihal Jain, Murali Krishna Ramanathan, Ramesh Nallapati, Parminder Bhatia, Dan Roth, Bing Xiang

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Exploring Continual Learning for Code Generation Models

Jul 05, 2023
Prateek Yadav, Qing Sun, Hantian Ding, Xiaopeng Li, Dejiao Zhang, Ming Tan, Xiaofei Ma, Parminder Bhatia, Ramesh Nallapati, Murali Krishna Ramanathan, Mohit Bansal, Bing Xiang

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A Static Evaluation of Code Completion by Large Language Models

Jun 05, 2023
Hantian Ding, Varun Kumar, Yuchen Tian, Zijian Wang, Rob Kwiatkowski, Xiaopeng Li, Murali Krishna Ramanathan, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang

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Greener yet Powerful: Taming Large Code Generation Models with Quantization

Mar 09, 2023
Xiaokai Wei, Sujan Gonugondla, Wasi Ahmad, Shiqi Wang, Baishakhi Ray, Haifeng Qian, Xiaopeng Li, Varun Kumar, Zijian Wang, Yuchen Tian, Qing Sun, Ben Athiwaratkun, Mingyue Shang, Murali Krishna Ramanathan, Parminder Bhatia, Bing Xiang

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Linear Spaces of Meanings: the Compositional Language of VLMs

Feb 28, 2023
Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Bing Xiang, Stefano Soatto

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