Recent Research

Two Body Problem: Collaborative Visual Task Completion

Unnat Jain, Luca Weihs, Eric Kolve, Mohammad Rastegari, Svetlana Lazebnik, Ali Farhadi, Alexander Schwing, Aniruddha Kembhavi

Computer Vision and Pattern Recognition (CVPR) 2019  [Oral]

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ELASTIC: Improving CNNs with Instance Specific Scaling Policies

Huiyu Wang, Aniruddha Kembhavi, Ali Farhadi, Alan Yuille, Mohammad Rastegari

Computer Vision and Pattern Recognition (CVPR) 2019  [Oral]

PDF | Project

Iconary: An AI powered drawing and guessing game

Iconary showcases an AI system capable of playing a Pictionary-style drawing and guessing game together with a human partner. Team up with the AllenAI artificial intelligence to either draw or guess a set of unique phrases.

Play with AllenAI

Imagine This! Scripts to Compositions to Videos

Tanmay Gupta, Dustin Schwenk, Ali Farhadi, Derek Hoiem, Aniruddha Kembhavi

European Conference on Computer Vision (ECCV) 2018

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IQA: Visual Question Answering in Interactive Environments

Daniel Gordon, Aniruddha Kembhavi, Mohammad Rastegari, Joseph Redmon, Dieter Fox, Ali Farhadi

Computer Vision and Pattern Recognition (CVPR) 2018

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Structured Set Matching Networks for One-Shot Part Labeling

Jonghyun Choi, Jayant Krishnamurthy, Aniruddha Kembhavi, Ali Farhadi

Computer Vision and Pattern Recognition (CVPR) 2018  [Spotlight]

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Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering

Aishwarya Agrawal, Dhruv Batra, Devi Parikh, Aniruddha Kembhavi

Computer Vision and Pattern Recognition (CVPR) 2018

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Are You Smarter Than A Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension

Aniruddha Kembhavi, Minjoon Seo, Dustin Schwenk, Jonghyun Choi, Ali Farhadi, Hannaneh Hajishirzi

Computer Vision and Pattern Recognition (CVPR) 2017  [Spotlight]

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Bidirectional Attention Flow for Machine Comprehension

Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, Hannaneh Hajishirzi

International Conference on Learning Representations (ICLR) 2016

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A diagram is worth a dozen images

Aniruddha Kembhavi, Mike Salvato, Eric Kolve, Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi

European Conference on Computer Vision (ECCV) 2016

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Semantic Parsing to Probabilistic Programs for Situated Question Answering

Jayant Krishnamurthy, Oyvind Tafjord, Aniruddha Kembhavi

Conference on Empirical Methods in Natural Language Processing (EMNLP) 2016  [Oral]

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Research from a long time ago ...

Vehicle detection using partial least squares

Aniruddha Kembhavi, David Harwood, Larry S Davis

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 2011

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Why did the person cross the road (there)? scene understanding using probabilistic logic models and common sense reasoning

Aniruddha Kembhavi, Tom Yeh, Larry S Davis

European Conference on Computer Vision (ECCV) 2010

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Observing human-object interactions: Using spatial and functional compatibility for recognition

Abhinav Gupta, Aniruddha Kembhavi, Larry S. Davis

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 2009

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Human detection using partial least squares analysis

William Robson Schwartz, Aniruddha Kembhavi, Larry S. Davis

International Conference on Computer Vision (ICCV) 2009  [Oral]

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Scene it or not? incremental multiple kernel learning for object detection

Aniruddha Kembhavi, Behjat Siddiquie, Roland Miezianko, Scott McCloskey, Larry S. Davis

International Conference on Computer Vision (ICCV) 2009

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Resource Allocation for Tracking Multiple Targets Using Particle Filters

Aniruddha Kembhavi, William Robson Schwartz, Larry S. Davis

The Eighth International Workshop on Visual Surveillance held in conjunction with ECCV 2008

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Tracking Down Under: Following the Satin Bowerbird

Aniruddha Kembhavi, Ryan Farrell, Yuancheng Luo, David Jacobs, Ramani Duraiswami, Larry S. Davis

Workshop on Applications of Computer Vision (WACV) 2008  [Oral]

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