Aishwarya Agrawal

62 papers A* 15A 1Journal 38Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	2019 AAAI/ACM SIGAI Dissertation Honorable Mention - Aishwarya Agrawal. AI Matters Aishwarya Agrawal
2026	J	`jnl`	Communicating about Space: Language-Mediated Spatial Integration Across Partial Views. CoRR Ankur Sikarwar, Debangan Mishra, Sudarshan Nikhil, Ponnurangam Kumaraguru, Aishwarya Agrawal
2025	A*	`conf`	Assessing and Learning Alignment of Unimodal Vision and Language Models. CVPR Le Zhang, Qian Yang, Aishwarya Agrawal
2025	A*	`conf`	CTRL-O: Language-Controllable Object-Centric Visual Representation Learning. CVPR Aniket Didolkar, Andrii Zadaianchuk, Rabiul Awal, Maximilian Seitzer, Efstratios Gavves, Aishwarya Agrawal
2025	J	`jnl`	CTRL-O: Language-Controllable Object-Centric Visual Representation Learning. CoRR Aniket Didolkar, Andrii Zadaianchuk, Rabiul Awal, Maximilian Seitzer, Efstratios Gavves, Aishwarya Agrawal
2025	J	`jnl`	Controlling Multimodal LLMs via Reward-guided Decoding. CoRR Oscar Mañas, Pierluca D'Oro, Koustuv Sinha, Adriana Romero-Soriano, Michal Drozdzal, Aishwarya Agrawal
2025	—	`conf`	CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics. EMNLP (Findings) Shravan Nayak, Mehar Bhatia, Xiaofeng Zhang, Verena Rieser, Lisa Anne Hendricks, Sjoerd van Steenkiste, Yash Goyal, Karolina Stanczak, Aishwarya Agrawal
2025	J	`jnl`	CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics. CoRR Shravan Nayak, Mehar Bhatia, Xiaofeng Zhang, Verena Rieser, Lisa Anne Hendricks, Sjoerd van Steenkiste, Yash Goyal, Karolina Stanczak, Aishwarya Agrawal
2025	J	`jnl`	Learning What Matters: Prioritized Concept Learning via Relative Error-driven Sample Selection. CoRR Shivam Chandhok, Qian Yang, Oscar Mañas, Kanishk Jain, Leonid Sigal, Aishwarya Agrawal
2025	A*	`conf`	REARANK: Reasoning Re-ranking Agent via Reinforcement Learning. EMNLP Le Zhang, Bo Wang, Xipeng Qiu, Siva Reddy, Aishwarya Agrawal
2025	J	`jnl`	REARANK: Reasoning Re-ranking Agent via Reinforcement Learning. CoRR Le Zhang, Bo Wang, Xipeng Qiu, Siva Reddy, Aishwarya Agrawal
2025	J	`jnl`	The Promise of RL for Autoregressive Image Editing. CoRR Saba Ahmadi, Rabiul Awal, Ankur Sikarwar, Amirhossein Kazemnejad, Ge Ya Luo, Juan A. Rodríguez, Sai Rajeswar, Siva Reddy, Christopher Pal, Benno Krojer, Aishwarya Agrawal
2025	A*	`conf`	UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction. ICML Shravan Nayak, Xiangru Jian, Kevin Qinghong Lin, Juan A. Rodríguez, Montek Kalsi, Nicolas Chapados, M. Tamer Özsu, Aishwarya Agrawal, David Vázquez, Christopher Pal, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2025	J	`jnl`	UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction. CoRR Shravan Nayak, Xiangru Jian, Kevin Qinghong Lin, Juan A. Rodríguez, Montek Kalsi, Rabiul Awal, Nicolas Chapados, M. Tamer Özsu, Aishwarya Agrawal, David Vázquez, Christopher Pal, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2025	A*	`conf`	WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation. EMNLP Rabiul Awal, Mahsa Massoud, Aarash Feizi, Zichao Li, Suyuchen Wang, Christopher Pal, Aishwarya Agrawal, David Vázquez, Siva Reddy, Juan A. Rodríguez, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2025	J	`jnl`	WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation. CoRR Rabiul Awal, Mahsa Massoud, Aarash Feizi, Zichao Li, Suyuchen Wang, Christopher Pal, Aishwarya Agrawal, David Vázquez, Siva Reddy, Juan A. Rodríguez, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2024	—	`conf`	An Examination of the Robustness of Reference-Free Image Captioning Evaluation Metrics. EACL (Findings) Saba Ahmadi, Aishwarya Agrawal
2024	J	`jnl`	An Introduction to Vision-Language Modeling. CoRR Florian Bordes, Richard Yuanzhe Pang, Anurag Ajay, Alexander C. Li, Adrien Bardes, Suzanne Petryk, Oscar Mañas, Zhiqiu Lin, Anas Mahmoud, Bargav Jayaraman, Mark Ibrahim, Melissa Hall, Yunyang Xiong, Jonathan Lebensold, Candace Ross, Srihari Jayakumar, Chuan Guo, Diane Bouchacourt, Haider Al-Tahan, Karthik Padthe, Vasu Sharma, Hu Xu, Xiaoqing Ellen Tan, Megan Richards, Samuel Lavoie, Pietro Astolfi, Reyhane Askari Hemmat, Jun Chen, Kushal Tirumala, Rim Assouel, Mazda Moayeri, Arjang Talattof, Kamalika Chaudhuri, Zechun Liu, Xilun Chen, Quentin Garrido, Karen Ullrich, Aishwarya Agrawal, Kate Saenko, Asli Celikyilmaz, Vikas Chandra
2024	J	`jnl`	Assessing and Learning Alignment of Unimodal Vision and Language Models. CoRR Le Zhang, Qian Yang, Aishwarya Agrawal
2024	A*	`conf`	Benchmarking Vision Language Models for Cultural Understanding. EMNLP Shravan Nayak, Kanishk Jain, Rabiul Awal, Siva Reddy, Sjoerd van Steenkiste, Lisa Anne Hendricks, Karolina Stanczak, Aishwarya Agrawal
2024	J	`jnl`	Benchmarking Vision Language Models for Cultural Understanding. CoRR Shravan Nayak, Kanishk Jain, Rabiul Awal, Siva Reddy, Sjoerd van Steenkiste, Lisa Anne Hendricks, Karolina Stanczak, Aishwarya Agrawal
2024	A*	`conf`	Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding. CVPR Le Zhang, Rabiul Awal, Aishwarya Agrawal
2024	A*	`conf`	Decompose and Compare Consistency: Measuring VLMs' Answer Reliability via Task-Decomposition Consistency Comparison. EMNLP Qian Yang, Weixiang Yan, Aishwarya Agrawal
2024	J	`jnl`	Decompose and Compare Consistency: Measuring VLMs' Answer Reliability via Task-Decomposition Consistency Comparison. CoRR Qian Yang, Weixiang Yan, Aishwarya Agrawal
2024	A*	`conf`	Improving Automatic VQA Evaluation Using Large Language Models. AAAI Oscar Mañas, Benno Krojer, Aishwarya Agrawal
2024	J	`jnl`	Improving Text-to-Image Consistency via Automatic Prompt Optimization. CoRR Oscar Mañas, Pietro Astolfi, Melissa Hall, Candace Ross, Jack Urbanek, Adina Williams, Aishwarya Agrawal, Adriana Romero-Soriano, Michal Drozdzal
2024	J	`jnl`	Improving Text-to-Image Consistency via Automatic Prompt Optimization. Trans. Mach. Learn. Res. Oscar Mañas, Pietro Astolfi, Melissa Hall, Candace Ross, Jack Urbanek, Adina Williams, Aishwarya Agrawal, Adriana Romero-Soriano, Michal Drozdzal
2024	A*	`conf`	VisMin: Visual Minimal-Change Understanding. NeurIPS Rabiul Awal, Saba Ahmadi, Le Zhang, Aishwarya Agrawal
2024	J	`jnl`	VisMin: Visual Minimal-Change Understanding. CoRR Rabiul Awal, Saba Ahmadi, Le Zhang, Aishwarya Agrawal
2023	J	`jnl`	An Examination of the Robustness of Reference-Free Image Captioning Evaluation Metrics. CoRR Saba Ahmadi, Aishwarya Agrawal
2023	J	`jnl`	Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Fine-grained Understanding. CoRR Le Zhang, Rabiul Awal, Aishwarya Agrawal
2023	J	`jnl`	Improving Automatic VQA Evaluation Using Large Language Models. CoRR Oscar Mañas, Benno Krojer, Aishwarya Agrawal
2023	J	`jnl`	Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering. CoRR Rabiul Awal, Le Zhang, Aishwarya Agrawal
2023	A	`conf`	MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting. EACL Oscar Mañas, Pau Rodríguez López, Saba Ahmadi, Aida Nematzadeh, Yash Goyal, Aishwarya Agrawal
2023	—	`conf`	Measuring Progress in Fine-grained Vision-and-Language Understanding. ACL (1) Emanuele Bugliarello, Laurent Sartran, Aishwarya Agrawal, Lisa Anne Hendricks, Aida Nematzadeh
2023	J	`jnl`	Measuring Progress in Fine-grained Vision-and-Language Understanding. CoRR Emanuele Bugliarello, Laurent Sartran, Aishwarya Agrawal, Lisa Anne Hendricks, Aida Nematzadeh
2023	—	`conf`	MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model. EMNLP (Findings) Le Zhang, Yihong Wu, Fengran Mo, Jian-Yun Nie, Aishwarya Agrawal
2023	J	`jnl`	MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model. CoRR Le Zhang, Yihong Wu, Fengran Mo, Jian-Yun Nie, Aishwarya Agrawal
2023	—	`conf`	Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization. EACL (Findings) Aishwarya Agrawal, Ivana Kajic, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh
2022	J	`jnl`	MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting. CoRR Oscar Mañas, Pau Rodríguez, Saba Ahmadi, Aida Nematzadeh, Yash Goyal, Aishwarya Agrawal
2022	J	`jnl`	Rethinking Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization. CoRR Aishwarya Agrawal, Ivana Kajic, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh
2022	—	`conf`	Vision-Language Pretraining: Current Trends and the Future. ACL (tutorial) Aishwarya Agrawal, Damien Teney, Aida Nematzadeh
2020	—	`—`	Visual Question Answering and Beyond. Aishwarya Agrawal
2019	J	`jnl`	Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering. Int. J. Comput. Vis. Yash Goyal, Tejas Khot, Aishwarya Agrawal, Douglas Summers-Stay, Dhruv Batra, Devi Parikh
2018	A*	`conf`	Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering. CVPR Aishwarya Agrawal, Dhruv Batra, Devi Parikh, Aniruddha Kembhavi
2018	J	`jnl`	Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning. CoRR Aishwarya Agrawal, Mateusz Malinowski, Felix Hill, S. M. Ali Eslami, Oriol Vinyals, Tejas Kulkarni
2018	A*	`conf`	Overcoming Language Priors in Visual Question Answering with Adversarial Regularization. NeurIPS Sainandan Ramakrishnan, Aishwarya Agrawal, Stefan Lee
2018	J	`jnl`	Overcoming Language Priors in Visual Question Answering with Adversarial Regularization. CoRR Sainandan Ramakrishnan, Aishwarya Agrawal, Stefan Lee
2017	J	`jnl`	C-VQA: A Compositional Split of the Visual Question Answering (VQA) v1.0 Dataset. CoRR Aishwarya Agrawal, Aniruddha Kembhavi, Dhruv Batra, Devi Parikh
2017	J	`jnl`	Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering. CoRR Aishwarya Agrawal, Dhruv Batra, Devi Parikh, Aniruddha Kembhavi
2017	J	`jnl`	Resolving vision and language ambiguities together: Joint segmentation & prepositional attachment resolution in captioned scenes. Comput. Vis. Image Underst. Gordon A. Christie, Ankit Laddha, Aishwarya Agrawal, Stanislaw Antol, Yash Goyal, Kevin Kochersberger, Dhruv Batra
2017	J	`jnl`	VQA: Visual Question Answering - www.visualqa.org. Int. J. Comput. Vis. Aishwarya Agrawal, Jiasen Lu, Stanislaw Antol, Margaret Mitchell, C. Lawrence Zitnick, Devi Parikh, Dhruv Batra
2016	A*	`conf`	Analyzing the Behavior of Visual Question Answering Models. EMNLP Aishwarya Agrawal, Dhruv Batra, Devi Parikh
2016	J	`jnl`	Analyzing the Behavior of Visual Question Answering Models. CoRR Aishwarya Agrawal, Dhruv Batra, Devi Parikh
2016	J	`jnl`	Measuring Machine Intelligence Through Visual Question Answering. AI Mag. C. Lawrence Zitnick, Aishwarya Agrawal, Stanislaw Antol, Margaret Mitchell, Dhruv Batra, Devi Parikh
2016	J	`jnl`	Measuring Machine Intelligence Through Visual Question Answering. CoRR C. Lawrence Zitnick, Aishwarya Agrawal, Stanislaw Antol, Margaret Mitchell, Dhruv Batra, Devi Parikh
2016	A*	`conf`	Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes. EMNLP Gordon A. Christie, Ankit Laddha, Aishwarya Agrawal, Stanislaw Antol, Yash Goyal, Kevin Kochersberger, Dhruv Batra
2016	J	`jnl`	Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes. CoRR Gordon A. Christie, Ankit Laddha, Aishwarya Agrawal, Stanislaw Antol, Yash Goyal, Kevin Kochersberger, Dhruv Batra
2016	—	`conf`	Visual Storytelling. HLT-NAACL Ting-Hao (Kenneth) Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross B. Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell
2016	J	`jnl`	Visual Storytelling. CoRR Ting-Hao (Kenneth) Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross B. Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell
2015	A*	`conf`	VQA: Visual Question Answering. ICCV Stanislaw Antol, Aishwarya Agrawal, Jiasen Lu, Margaret Mitchell, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh
2015	J	`jnl`	VQA: Visual Question Answering. CoRR Stanislaw Antol, Aishwarya Agrawal, Jiasen Lu, Margaret Mitchell, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh