Varun Manjunatha

According to our database, Varun Manjunatha authored at least 32 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Samyadeep Basu, Keivan Rezaei, Priyatham Kattakinda, Ryan A. Rossi, Cherry Zhao, Vlad I. Morariu, Varun Manjunatha, Soheil Feizi

CoRR, 2024

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

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

CoRR, 2024

FlexDoc: Flexible Document Adaptation through Optimizing both Content and Layout.

Yue Jiang, Christof Lutteroth, Rajiv Jain, Christopher Tensmeyer, Varun Manjunatha, Wolfgang Stuerzlinger, Vlad I. Morariu

Proceedings of the 2024 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), 2024

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

Samyadeep Basu, Keivan Rezaei, Priyatham Kattakinda, Vlad I. Morariu, Nanxuan Zhao, Ryan A. Rossi, Varun Manjunatha, Soheil Feizi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Localizing and Editing Knowledge In Text-to-Image Generative Models.

Samyadeep Basu, Nanxuan Zhao, Vlad I. Morariu, Soheil Feizi, Varun Manjunatha

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

kNN-LM Does Not Improve Open-ended Text Generation.

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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Improving Cross-Domain Detection with Self-Supervised Learning.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Development and Evaluation of a Tool for Assisting Content Creators in Making PDF Files More Accessible.

Debashish Pradhan, Tripti Rajput, Aravind Jembu Rajkumar, Jonathan Lazar, Rajiv Jain, Vlad I. Morariu, Varun Manjunatha

ACM Trans. Access. Comput., 2022

Certified Neural Network Watermarks with Randomized Smoothing.

Arpit Bansal, Ping-Yeh Chiang, Michael J. Curry, Rajiv Jain, Curtis Wigington, Varun Manjunatha, John P. Dickerson, Tom Goldstein

Proceedings of the International Conference on Machine Learning, 2022

Influence Functions for Sequence Tagging Models.

Sarthak Jain, Varun Manjunatha, Byron C. Wallace, Ani Nenkova

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Keyphrase Prediction from Video Transcripts: New Dataset and Directions.

Amir Pouran Ben Veyseh, Quan Hung Tran, Seunghyun Yoon, Varun Manjunatha, Hanieh Deilamsalehy, Rajiv Jain, Trung Bui, Walter Chang, Franck Dernoncourt, Thien Huu Nguyen

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text.

Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

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

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

CoRR, 2021

Inducing Rich Interaction Structures Between Words for Document-Level Event Argument Extraction.

Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Varun Manjunatha, Lidan Wang, Rajiv Jain, Doo Soon Kim, Walter Chang, Thien Huu Nguyen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

TABBIE: Pretrained Representations of Tabular Data.

Hiroshi Iida, Dung Thai, Varun Manjunatha, Mohit Iyyer

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models.

Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

IGA: An Intent-Guided Authoring Assistant.

Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Black-Box Explanation of Object Detectors via Saliency Maps.

Vitali Petsiuk, Rajiv Jain, Varun Manjunatha, Vlad I. Morariu, Ashutosh Mehra, Vicente Ordonez, Kate Saenko

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

SelfDoc: Self-Supervised Document Representation Learning.

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Syntopical Graphs for Computational Argumentation Tasks.

Joe Barrow, Rajiv Jain, Nedim Lipka, Franck Dernoncourt, Vlad I. Morariu, Varun Manjunatha, Douglas W. Oard, Philip Resnik, Henning Wachsmuth

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Generative-Discriminative Feature Representations for Open-Set Recognition.

Pramuditha Perera, Vlad I. Morariu, Rajiv Jain, Varun Manjunatha, Curtis Wigington, Vicente Ordonez, Vishal M. Patel

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Cross-Domain Document Object Detection: Benchmark Suite and Method.

Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad I. Morariu, Varun Manjunatha, Tong Sun, Yun Fu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

A Joint Model for Document Segmentation and Segment Labeling.

Joe Barrow, Rajiv Jain, Vlad I. Morariu, Varun Manjunatha, Douglas W. Oard, Philip Resnik

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Explicit Bias Discovery in Visual Question Answering Models.

Varun Manjunatha, Nirat Saini, Larry S. Davis

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Vision and Natural Language for Creative Applications, and their Analysis.

Varun Manjunatha

PhD thesis, 2018

Class Subset Selection for Transfer Learning using Submodularity.

Varun Manjunatha, Srikumar Ramalingam, Tim K. Marks, Larry S. Davis

CoRR, 2018

Learning to Color from Language.

Varun Manjunatha, Mohit Iyyer, Jordan L. Boyd-Graber, Larry S. Davis

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

2017

The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives.

Mohit Iyyer, Varun Manjunatha, Anupam Guha, Yogarshi Vyas, Jordan L. Boyd-Graber, Hal Daumé III, Larry S. Davis

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2015

MetroViz: Visual Analysis of Public Transportation Data.

Fan Du, Joshua Brulé, Peter Enns, Varun Manjunatha, Yoav Segev

CoRR, 2015

SHOE: Supervised Hashing with Output Embeddings.

Sravanthi Bondugula, Varun Manjunatha, Larry S. Davis, David S. Doermann

CoRR, 2015

SHOE: Sibling Hashing with Output Embeddings.

Sravanthi Bondugula, Varun Manjunatha, Larry S. Davis, David S. Doermann

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Deep Unordered Composition Rivals Syntactic Methods for Text Classification.

Mohit Iyyer, Varun Manjunatha, Jordan L. Boyd-Graber, Hal Daumé III

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015