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Varun Manjunatha

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On Mechanistic Knowledge Localization in Text-to-Image Generative Models

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May 02, 2024
Samyadeep Basu, Keivan Rezaei, Ryan Rossi, Cherry Zhao, Vlad Morariu, Varun Manjunatha, Soheil Feizi

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FABLES: Evaluating faithfulness and content selection in book-length summarization

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Apr 01, 2024
Yekyung Kim, Yapei Chang, Marzena Karpinska, Aparna Garimella, Varun Manjunatha, Kyle Lo, Tanya Goyal, Mohit Iyyer

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Localizing and Editing Knowledge in Text-to-Image Generative Models

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Oct 20, 2023
Samyadeep Basu, Nanxuan Zhao, Vlad Morariu, Soheil Feizi, Varun Manjunatha

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KNN-LM Does Not Improve Open-ended Text Generation

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May 24, 2023
Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer

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Influence Functions for Sequence Tagging Models

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Oct 25, 2022
Sarthak Jain, Varun Manjunatha, Byron C. Wallace, Ani Nenkova

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Certified Neural Network Watermarks with Randomized Smoothing

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Jul 16, 2022
Arpit Bansal, Ping-yeh Chiang, Michael Curry, Rajiv Jain, Curtis Wigington, Varun Manjunatha, John P Dickerson, Tom Goldstein

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SelfDoc: Self-Supervised Document Representation Learning

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Jun 07, 2021
Peizhao Li, Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Rajiv Jain, Varun Manjunatha, Hongfu Liu

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TABBIE: Pretrained Representations of Tabular Data

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May 06, 2021
Hiroshi Iida, Dung Thai, Varun Manjunatha, Mohit Iyyer

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RPCL: A Framework for Improving Cross-Domain Detection with Auxiliary Tasks

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Apr 18, 2021
Kai Li, Curtis Wigington, Chris Tensmeyer, Vlad I. Morariu, Handong Zhao, Varun Manjunatha, Nikolaos Barmpalios, Yun Fu

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IGA : An Intent-Guided Authoring Assistant

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Apr 14, 2021
Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer

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