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Devi Parikh

Associate Professor

School of Interactive Computing, Georgia Tech/Facebook AI Research

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Research interests
Artificial Intelligence
Vision and Language
Computer Vision
Commonsense Reasoning
Human-AI Collaboration

Papers205 papers

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DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames

Erik Wijmans, Abhishek Kadian,Ari Morcos,Stefan Lee, Irfan Essa,Devi Parikh, Manolis Savva,Dhruv Batra

ICLR, (2020)

Cited by19EIBibtex

KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA

Kenneth Marino,Xinlei Chen,Devi Parikh,Abhinav Gupta,Marcus Rohrbach

Bibtex

Object-Centric Diagnosis of Visual Reasoning

Jianwei Yang, Jiayuan Mao,Jiajun Wu,Devi Parikh, David D. Cox,Joshua B. Tenenbaum,Chuang Gan

Bibtex

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

Ramprasaath R. Selvaraju,Michael Cogswell, Abhishek Das, Ramakrishna Vedantam,Devi Parikh,Dhruv Batra

International Journal of Computer Vision, no. 2 (2020): 336-359

Cited by3074EIBibtex

Creative Sketch Generation

Songwei Ge,Vedanuj Goswami,C. Lawrence Zitnick,Devi Parikh

Bibtex

Sim-to-Real Transfer for Vision-and-Language Navigation

Peter Anderson,Ayush Shrivastava, Joanne Truong, Arjun Majumdar,Devi Parikh,Dhruv Batra,Stefan Lee

Bibtex

SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency

Sameer Dharur, Purva Tendulkar,Dhruv Batra,Devi Parikh,Ramprasaath R. Selvaraju

Bibtex

The Open Catalyst 2020 (OC20) Dataset and Community Challenges

Lowik Chanussot,Abhishek Das, Siddharth Goyal, Thibaut Lavril, Muhammed Shuaibi, Morgane Riviere, Kevin Tran, Javier Heras-Domingo, Caleb Ho, Weihua Hu, Aini Palizhati, Anuroop Sriram

Proceedings of the International Conference on Electrocatalysis for Energy Applications and Sustaina..., (2020)

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An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage

C. Lawrence Zitnick, Lowik Chanussot,Abhishek Das, Siddharth Goyal, Javier Heras-Domingo, Caleb Ho, Weihua Hu, Thibaut Lavril, Aini Palizhati, Morgane Riviere, Muhammed Shuaibi, Anuroop Sriram

Bibtex

Contrast and Classify: Alternate Training for Robust VQA

Yash Kant, Abhinav Moudgil,Dhruv Batra,Devi Parikh,Harsh Agrawal

Bibtex

Where Are You? Localization from Embodied Dialog

Meera Hahn, Jacob Krantz,Dhruv Batra,Devi Parikh,James Rehg,Stefan Lee,Peter Anderson

empirical methods in natural language processing, pp.806-822, (2020)

Bibtex

Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents

Samyak Datta, Oleksandr Maksymets,Judy Hoffman,Stefan Lee,Dhruv Batra,Devi Parikh

Cited by1Bibtex

Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data

Michael Cogswell,Jiasen Lu,Rishabh Jain,Stefan Lee,Devi Parikh,Dhruv Batra

NeurIPS, (2020)

EIBibtex

Spatially Aware Multimodal Transformers for TextVQA

Yash Kant,Dhruv Batra, Peter Anderson,Alex Schwing,Devi Parikh,Jiasen Lu,Harsh Agrawal

european conference on computer vision, pp.715-732, (2020)

Bibtex

Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation

Medhini Narasimhan,Erik Wijmans,Xinlei Chen,Trevor Darrell,Dhruv Batra,Devi Parikh,Amanpreet Singh

Bibtex

Embodied Multimodal Multitask Learning

Devendra Singh Chaplot, Lisa Lee,Ruslan Salakhutdinov,Devi Parikh,Dhruv Batra

IJCAI, pp.2442-2448, (2020)

EIBibtex

Decentralized Distributed PPO: Mastering PointGoal Navigation

Erik Wijmans, Abhishek Kadian,Ari Morcos,Stefan Lee, Irfan Essa,Devi Parikh, Manolis Savva,Dhruv Batra

international conference on learning representations, (2020)

Bibtex

IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL

Nirbhay Modhe,Prithvijit Chattopadhyay,Mohit Sharma,Abhishek Das,Devi Parikh,Dhruv Batra,Ramakrishna Vedantam

IJCAI, (2020): 2022-2028

EIBibtex

Feel The Music: Automatically Generating A Dance For An Input Song

Purva Tendulkar,Abhishek Das,Aniruddha Kembhavi,Devi Parikh

ICCC, pp.292-295, (2020)

EIBibtex

SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions

Ramprasaath R. Selvaraju,Purva Tendulkar,Devi Parikh,Eric Horvitz,Marco Tulio Ribeiro,Besmira Nushi,Ece Kamar

CVPR, pp.10000-10008, (2020)

EIBibtex

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