Arjun R. Akula

According to our database1, Arjun R. Akula authored at least 28 papers between 2012 and 2023.

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Bibliography

2023
Discriminative Diffusion Models as Few-shot Vision and Language Learners.
CoRR, 2023

LayoutGPT: Compositional Visual Planning and Generation with Large Language Models.
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.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

MetaCLUE: Towards Comprehensive Visual Metaphors Research.
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.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022
Attention cannot be an Explanation.
CoRR, 2022

Question Generation for Evaluating Cross-Dataset Shifts in Multi-modal Grounding.
CoRR, 2022

Discourse Analysis for Evaluating Coherence in Video Paragraph Captions.
CoRR, 2022

Effective Representation to Capture Collaboration Behaviors between Explainer and User.
CoRR, 2022

CPL: Counterfactual Prompt Learning for Vision and Language Models.
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.
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.
CoRR, 2021

Robust Visual Reasoning via Language Guided Neural Module Networks.
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.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization.
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.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust.
CoRR, 2019

Visual Discourse Parsing.
CoRR, 2019

Natural Language Interaction with Explainable AI Models.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Explainable AI as Collaborative Task Solving.
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.
IBM J. Res. Dev., 2017

2016
Desire: Deep Semantic Understanding and Retrieval for Technical Support Services.
Proceedings of the Service-Oriented Computing - ICSOC 2016 Workshops, 2016

2015
Classification of Attributes in a Natural Language Query into Different SQL Clauses.
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.
Proceedings of the Service-Oriented Computing - 12th International Conference, 2014

2013
A Web-Based Virtual Laboratory for Electromagnetic Theory.
Proceedings of the 2013 IEEE Fifth International Conference on Technology for Education, 2013

A Novel Approach Towards Incorporating Context Processing Capabilities in NLIDB System.
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.
Proceedings of the 2012 International Conference on Asian Language Processing, 2012


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