Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Object-Centric Diagnosis of Visual Reasoning

Dec 21, 2020
Jianwei Yang, Jiayuan Mao, Jiajun Wu, Devi Parikh, David D. Cox, Joshua B. Tenenbaum, Chuang Gan

  Access Paper or Ask Questions

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

Dec 20, 2020
Kenneth Marino, Xinlei Chen, Devi Parikh, Abhinav Gupta, Marcus Rohrbach

  Access Paper or Ask Questions

Creative Sketch Generation

Nov 19, 2020
Songwei Ge, Vedanuj Goswami, C. Lawrence Zitnick, Devi Parikh

  Access Paper or Ask Questions

Where Are You? Localization from Embodied Dialog

Nov 16, 2020
Meera Hahn, Jacob Krantz, Dhruv Batra, Devi Parikh, James M. Rehg, Stefan Lee, Peter Anderson

* EMNLP 2020 

  Access Paper or Ask Questions

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

Nov 07, 2020
Peter Anderson, Ayush Shrivastava, Joanne Truong, Arjun Majumdar, Devi Parikh, Dhruv Batra, Stefan Lee

* CoRL 2020 

  Access Paper or Ask Questions

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

Oct 20, 2020
Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh, Ramprasaath R. Selvaraju

  Access Paper or Ask Questions

The Open Catalyst 2020 (OC20) Dataset and Community Challenges

Oct 20, 2020
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, Brandon Wood, Junwoong Yoon, Devi Parikh, C. Lawrence Zitnick, Zachary Ulissi

* 28 pages, 10 figures, submitted to ACS Catalysis 

  Access Paper or Ask Questions

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

Oct 14, 2020
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, Kevin Tran, Brandon Wood, Junwoong Yoon, Devi Parikh, Zachary Ulissi

* 27 pages 

  Access Paper or Ask Questions

Contrast and Classify: Alternate Training for Robust VQA

Oct 13, 2020
Yash Kant, Abhinav Moudgil, Dhruv Batra, Devi Parikh, Harsh Agrawal

  Access Paper or Ask Questions

Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents

Sep 07, 2020
Samyak Datta, Oleksandr Maksymets, Judy Hoffman, Stefan Lee, Dhruv Batra, Devi Parikh

  Access Paper or Ask Questions

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

Jul 24, 2020
Michael Cogswell, Jiasen Lu, Rishabh Jain, Stefan Lee, Devi Parikh, Dhruv Batra

* 19 pages, 8 figures 

  Access Paper or Ask Questions

Spatially Aware Multimodal Transformers for TextVQA

Jul 23, 2020
Yash Kant, Dhruv Batra, Peter Anderson, Alex Schwing, Devi Parikh, Jiasen Lu, Harsh Agrawal

* Accepted at European Conference on Computer Vision 2020 

  Access Paper or Ask Questions

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

Jul 20, 2020
Medhini Narasimhan, Erik Wijmans, Xinlei Chen, Trevor Darrell, Dhruv Batra, Devi Parikh, Amanpreet Singh

* Published at the European Conference on Computer Vision, 2020 

  Access Paper or Ask Questions

Neuro-Symbolic Generative Art: A Preliminary Study

Jul 04, 2020
Gunjan Aggarwal, Devi Parikh

* Accepted as a short paper at ICCC 2020 

  Access Paper or Ask Questions

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

Jun 23, 2020
Purva Tendulkar, Abhishek Das, Aniruddha Kembhavi, Devi Parikh

* 4 pages 

  Access Paper or Ask Questions

Exploring Crowd Co-creation Scenarios for Sketches

May 22, 2020
Devi Parikh, C. Lawrence Zitnick

  Access Paper or Ask Questions

Improving Vision-and-Language Navigation with Image-Text Pairs from the Web

May 01, 2020
Arjun Majumdar, Ayush Shrivastava, Stefan Lee, Peter Anderson, Devi Parikh, Dhruv Batra

  Access Paper or Ask Questions

Are we pretraining it right? Digging deeper into visio-linguistic pretraining

Apr 19, 2020
Amanpreet Singh, Vedanuj Goswami, Devi Parikh

* 23 pages, 6 figures. First two authors contributed equally. More info at 

  Access Paper or Ask Questions

Predicting A Creator's Preferences In, and From, Interactive Generative Art

Mar 03, 2020
Devi Parikh

  Access Paper or Ask Questions

SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions

Jan 20, 2020
Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Ribeiro, Besmira Nushi, Ece Kamar

  Access Paper or Ask Questions

Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline

Dec 05, 2019
Vishvak Murahari, Dhruv Batra, Devi Parikh, Abhishek Das

  Access Paper or Ask Questions

12-in-1: Multi-Task Vision and Language Representation Learning

Dec 05, 2019
Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee

* Jiasen Lu and Vedanuj Goswami contributed equally to this work 

  Access Paper or Ask Questions

Decentralized Distributed PPO: Solving PointGoal Navigation

Nov 01, 2019
Erik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee, Irfan Essa, Devi Parikh, Manolis Savva, Dhruv Batra

  Access Paper or Ask Questions

Improving Generative Visual Dialog by Answering Diverse Questions

Oct 03, 2019
Vishvak Murahari, Prithvijit Chattopadhyay, Dhruv Batra, Devi Parikh, Abhishek Das

* EMNLP 2019 

  Access Paper or Ask Questions

Unsupervised Discovery of Decision States for Transfer in Reinforcement Learning

Aug 15, 2019
Nirbhay Modhe, Prithvijit Chattopadhyay, Mohit Sharma, Abhishek Das, Devi Parikh, Dhruv Batra, Ramakrishna Vedantam

  Access Paper or Ask Questions

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

Aug 06, 2019
Jiasen Lu, Dhruv Batra, Devi Parikh, Stefan Lee

* 11 pages, 5 figures 

  Access Paper or Ask Questions