Arjun R. Akula

According to our database, Arjun R. Akula authored at least 29 papers between 2012 and 2024.

Collaborative distances:

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

2024

PRISM: A New Lens for Improved Color Understanding.

Arjun R. Akula, Garima Pruthi, Inderjit S. Dhillon, Pradyumna Narayana, Sugato Basu, Varun Jampani

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

Discriminative Diffusion Models as Few-shot Vision and Language Learners.

Xuehai He, Weixi Feng, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Eric Wang

CoRR, 2023

LayoutGPT: Compositional Visual Planning and Generation with Large Language Models.

Weixi Feng, Wanrong Zhu, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Xuehai He, Sugato Basu, Xin Eric Wang, William Yang Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis.

Weixi Feng, Xuehai He, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Pradyumna Narayana, Sugato Basu, Xin Eric Wang, William Yang Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

MetaCLUE: Towards Comprehensive Visual Metaphors Research.

Arjun R. Akula, Brendan Driscoll, Pradyumna Narayana, Soravit Changpinyo, Zhiwei Jia, Suyash Damle, Garima Pruthi, Sugato Basu, Leonidas J. Guibas, William T. Freeman, Yuanzhen Li, Varun Jampani

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

KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models.

Zhiwei Jia, Pradyumna Narayana, Arjun R. Akula, Garima Pruthi, Hao Su, Sugato Basu, Varun Jampani

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

Attention cannot be an Explanation.

Arjun R. Akula, Song-Chun Zhu

CoRR, 2022

Question Generation for Evaluating Cross-Dataset Shifts in Multi-modal Grounding.

Arjun R. Akula

CoRR, 2022

Discourse Analysis for Evaluating Coherence in Video Paragraph Captions.

Arjun R. Akula, Song-Chun Zhu

CoRR, 2022

Effective Representation to Capture Collaboration Behaviors between Explainer and User.

Arjun R. Akula, Song-Chun Zhu

CoRR, 2022

CPL: Counterfactual Prompt Learning for Vision and Language Models.

Xuehai He, Diji Yang, Weixi Feng, Tsu-Jui Fu, Arjun R. Akula, Varun Jampani, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Wang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

ALFRED-L: Investigating the Role of Language for Action Learning in Interactive Visual Environments.

Arjun R. Akula, Spandana Gella, Aishwarya Padmakumar, Mahdi Namazifar, Mohit Bansal, Jesse Thomason, Dilek Hakkani-Tur

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models.

Arjun R. Akula, Keze Wang, Changsong Liu, Sari Saba-Sadiya, Hongjing Lu, Sinisa Todorovic, Joyce Chai, Song-Chun Zhu

CoRR, 2021

Robust Visual Reasoning via Language Guided Neural Module Networks.

Arjun R. Akula, Varun Jampani, Soravit Changpinyo, Song-Chun Zhu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Mind the Context: The Impact of Contextualization in Neural Module Networks for Grounding Visual Referring Expressions.

Arjun R. Akula, Spandana Gella, Keze Wang, Song-Chun Zhu, Siva Reddy

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

CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization.

Arjun R. Akula, Soravit Changpinyo, Boqing Gong, Piyush Sharma, Song-Chun Zhu, Radu Soricut

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

2020

Words Aren't Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions.

Arjun R. Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu, Siva Reddy

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

CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines.

Arjun R. Akula, Shuai Wang, Song-Chun Zhu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust.

Arjun R. Akula, Changsong Liu, Sari Saba-Sadiya, Hongjing Lu, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu

CoRR, 2019

Visual Discourse Parsing.

Arjun R. Akula, Song-Chun Zhu

CoRR, 2019

Natural Language Interaction with Explainable AI Models.

Arjun R. Akula, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu

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

Explainable AI as Collaborative Task Solving.

Arjun R. Akula, Changsong Liu, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu

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

2017

Automatic problem extraction and analysis from unstructured text in IT tickets.

Shivali Agarwal, Vishalaksh Aggarwal, Arjun R. Akula, Gargi Banerjee Dasgupta, Giriprasad Sridhara

IBM J. Res. Dev., 2017

2016

Desire: Deep Semantic Understanding and Retrieval for Technical Support Services.

Abhirut Gupta, Arjun R. Akula, Gargi Dasgupta, Pooja Aggarwal, Prateeti Mohapatra

Proceedings of the Service-Oriented Computing - ICSOC 2016 Workshops, 2016

2015

Classification of Attributes in a Natural Language Query into Different SQL Clauses.

Ashish Palakurthi, Ruthu S. M, Arjun R. Akula, Radhika Mamidi

Proceedings of the Recent Advances in Natural Language Processing, 2015

2014

Towards Auto-remediation in Services Delivery: Context-Based Classification of Noisy and Unstructured Tickets.

Gargi Dasgupta, Tapan Kumar Nayak, Arjun R. Akula, Shivali Agarwal, Shripad J. Nadgowda

Proceedings of the Service-Oriented Computing - 12th International Conference, 2014

2013

A Web-Based Virtual Laboratory for Electromagnetic Theory.

Vasu Pulijala, Arjun R. Akula, Syed Azeemuddin

Proceedings of the 2013 IEEE Fifth International Conference on Technology for Education, 2013

A Novel Approach Towards Incorporating Context Processing Capabilities in NLIDB System.

Arjun R. Akula, Rajeev Sangal, Radhika Mamidi

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

2012

A Novel Approach Towards Building a Portable NLIDB System Using the Computational Paninian Grammar Framework.

Abhijeet Gupta, Arjun R. Akula, Deepak Malladi, Puneeth Kukkadapu, Vinay Ainavolu, Rajeev Sangal

Proceedings of the 2012 International Conference on Asian Language Processing, 2012