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Challenges in Procedural Multimodal Machine Comprehension:A Novel Way To Benchmark


Oct 22, 2021
Pritish Sahu, Karan Sikka, Ajay Divakaran


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Comprehension Based Question Answering using Bloom's Taxonomy


Jun 08, 2021
Pritish Sahu, Michael Cogswell, Sara Rutherford-Quach, Ajay Divakaran


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Towards Solving Multimodal Comprehension


Apr 20, 2021
Pritish Sahu, Karan Sikka, Ajay Divakaran


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Confidence Calibration for Domain Generalization under Covariate Shift


Apr 01, 2021
Yunye Gong, Xiao Lin, Yi Yao, Thomas G. Dietterich, Ajay Divakaran, Melinda Gervasio


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Modular Adaptation for Cross-Domain Few-Shot Learning


Apr 01, 2021
Xiao Lin, Meng Ye, Yunye Gong, Giedrius Buracas, Nikoletta Basiou, Ajay Divakaran, Yi Yao


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Knowing What VQA Does Not: Pointing to Error-Inducing Regions to Improve Explanation Helpfulness


Mar 31, 2021
Arijit Ray, Michael Cogswell, Xiao Lin, Kamran Alipour, Ajay Divakaran, Yi Yao, Giedrius Burachas


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Detecting Trojaned DNNs Using Counterfactual Attributions


Dec 03, 2020
Karan Sikka, Indranil Sur, Susmit Jha, Anirban Roy, Ajay Divakaran


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Zero-Shot Learning with Knowledge Enhanced Visual Semantic Embeddings


Nov 21, 2020
Karan Sikka, Jihua Huang, Andrew Silberfarb, Prateeth Nayak, Luke Rohrer, Pritish Sahu, John Byrnes, Ajay Divakaran, Richard Rohwer


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Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning


Nov 19, 2020
Meng Ye, Xiao Lin, Giedrius Burachas, Ajay Divakaran, Yi Yao


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Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition, and Selective Transfer


Jul 14, 2020
Aswin Raghavan, Jesse Hostetler, Indranil Sur, Abrar Rahman, Ajay Divakaran

* Accepted at the 4th Lifelong Machine Learning Workshop at the Thirty-seventh International Conference on Machine Learning (ICML) 2020 

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Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks


Mar 16, 2020
Karan Sikka, Andrew Silberfarb, John Byrnes, Indranil Sur, Ed Chow, Ajay Divakaran, Richard Rohwer


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Progressive Growing of Neural ODEs


Mar 08, 2020
Hammad A. Ayyubi, Yi Yao, Ajay Divakaran

* ICLR Workshop on Neural Networks and Differential Equations, 2020 

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Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation


Sep 10, 2019
Arijit Ray, Karan Sikka, Ajay Divakaran, Stefan Lee, Giedrius Burachas

* 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019) 

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FoodX-251: A Dataset for Fine-grained Food Classification


Jul 14, 2019
Parneet Kaur, Karan Sikka, Weijun Wang, Serge Belongie, Ajay Divakaran

* Published at Fine-Grained Visual Categorization Workshop, CVPR19 

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Data-Efficient Mutual Information Neural Estimator


May 24, 2019
Xiao Lin, Indranil Sur, Samuel A. Nastase, Ajay Divakaran, Uri Hasson, Mohamed R. Amer


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Deep Unified Multimodal Embeddings for Understanding both Content and Users in Social Media Networks


May 21, 2019
Karan Sikka, Lucas Van Bramer, Ajay Divakaran

* Preprint submitted to IJCV 

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Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts


Apr 19, 2019
Julia Kruk, Jonah Lubin, Karan Sikka, Xiao Lin, Dan Jurafsky, Ajay Divakaran


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Lucid Explanations Help: Using a Human-AI Image-Guessing Game to Evaluate Machine Explanation Helpfulness


Apr 09, 2019
Arijit Ray, Giedrius Burachas, Yi Yao, Ajay Divakaran


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Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment


Mar 27, 2019
Samyak Datta, Karan Sikka, Anirban Roy, Karuna Ahuja, Devi Parikh, Ajay Divakaran


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Stacked Spatio-Temporal Graph Convolutional Networks for Action Segmentation


Dec 12, 2018
Pallabi Ghosh, Yi Yao, Larry S. Davis, Ajay Divakaran


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Zero-Shot Object Detection


Jul 27, 2018
Ankan Bansal, Karan Sikka, Gaurav Sharma, Rama Chellappa, Ajay Divakaran

* 17 pages. ECCV 2018 

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Understanding Visual Ads by Aligning Symbols and Objects using Co-Attention


Jul 04, 2018
Karuna Ahuja, Karan Sikka, Anirban Roy, Ajay Divakaran

* Accepted at CVPR 2018 workshop- Towards Automatic Understanding of Visual Advertisements 

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Combining Weakly and Webly Supervised Learning for Classifying Food Images


Dec 23, 2017
Parneet Kaur, Karan Sikka, Ajay Divakaran


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Human Social Interaction Modeling Using Temporal Deep Networks


May 28, 2015
Mohamed R. Amer, Behjat Siddiquie, Amir Tamrakar, David A. Salter, Brian Lande, Darius Mehri, Ajay Divakaran


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