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MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding


Dec 20, 2021
Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander Schwing, Heng Ji

* To be presented at AAAI 2022 

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Perceptual Score: What Data Modalities Does Your Model Perceive?


Oct 27, 2021
Itai Gat, Idan Schwartz, Alexander Schwing

* Accepted to NeurIPS 2021 

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CoVA: Context-aware Visual Attention for Webpage Information Extraction


Oct 24, 2021
Anurendra Kumar, Keval Morabia, Jingjin Wang, Kevin Chen-Chuan Chang, Alexander Schwing

* 11 Pages, 6 Figures, 3 Tables 

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Interpretation of Emergent Communication in Heterogeneous Collaborative Embodied Agents


Oct 12, 2021
Shivansh Patel, Saim Wani, Unnat Jain, Alexander Schwing, Svetlana Lazebnik, Manolis Savva, Angel X. Chang

* Project page: https://shivanshpatel35.github.io/comon/ ; the first three authors contributed equally 

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The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation


Aug 26, 2021
Xiaoming Zhao, Harsh Agrawal, Dhruv Batra, Alexander Schwing

* ICCV 2021 

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Towards Coherent Visual Storytelling with Ordered Image Attention


Aug 22, 2021
Tom Braude, Idan Schwartz, Alexander Schwing, Ariel Shamir

* 9 pages, 7 figures 

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GridToPix: Training Embodied Agents with Minimal Supervision


Apr 14, 2021
Unnat Jain, Iou-Jen Liu, Svetlana Lazebnik, Aniruddha Kembhavi, Luca Weihs, Alexander Schwing

* Project page: https://unnat.github.io/gridtopix/ 

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Panoptic Segmentation Forecasting


Apr 08, 2021
Colin Graber, Grace Tsai, Michael Firman, Gabriel Brostow, Alexander Schwing

* CVPR 2021 

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Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies


Oct 21, 2020
Itai Gat, Idan Schwartz, Alexander Schwing, Tamir Hazan

* NeurIPS 2020 

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NCP-VAE: Variational Autoencoders with Noise Contrastive Priors


Oct 06, 2020
Jyoti Aneja, Alexander Schwing, Jan Kautz, Arash Vahdat

* 22 pages including appendix 

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Bridging the Imitation Gap by Adaptive Insubordination


Jul 23, 2020
Luca Weihs, Unnat Jain, Jordi Salvador, Svetlana Lazebnik, Aniruddha Kembhavi, Alexander Schwing

* The first two authors contributed equally 

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A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks


Jul 09, 2020
Unnat Jain, Luca Weihs, Eric Kolve, Ali Farhadi, Svetlana Lazebnik, Aniruddha Kembhavi, Alexander Schwing

* Accepted to ECCV 2020 (spotlight); Project page: https://unnat.github.io/cordial-sync 

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The 1st Agriculture-Vision Challenge: Methods and Results


Apr 23, 2020
Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Junhee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt B. Salberg, Alexandre Barbosa, Rodrigo Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Ng, Van Thong Huynh, Soo-Hyung Kim, In-Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay Talbar, Jianyu Tang

* CVPR 2020 Workshop 

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Disentangling Controllable Object through Video Prediction Improves Visual Reinforcement Learning


Feb 21, 2020
Yuanyi Zhong, Alexander Schwing, Jian Peng

* Accepted to ICASSP 2020 

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Calorimetry with Deep Learning: Particle Simulation and Reconstruction for Collider Physics


Jan 08, 2020
Dawit Belayneh, Federico Carminati, Amir Farbin, Benjamin Hooberman, Gulrukh Khattak, Miaoyuan Liu, Junze Liu, Dominick Olivito, Vitória Barin Pacela, Maurizio Pierini, Alexander Schwing, Maria Spiropulu, Sofia Vallecorsa, Jean-Roch Vlimant, Wei Wei, Matt Zhang

* 26 pages, 38 figures. Corrected typos and added additional references in v2. Extended Acknowledgements section in v3 

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Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis


Jan 05, 2020
Mang Tik Chiu, Xingqian Xu, Yunchao Wei, Zilong Huang, Alexander Schwing, Robert Brunner, Hrant Khachatrian, Hovnatan Karapetyan, Ivan Dozier, Greg Rose, David Wilson, Adrian Tudor, Naira Hovakimyan, Thomas S. Huang, Honghui Shi


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Graph Structured Prediction Energy Networks


Oct 31, 2019
Colin Graber, Alexander Schwing

* Appearing in NeurIPS 2019 

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Sequential Latent Spaces for Modeling the Intention During Diverse Image Captioning


Aug 22, 2019
Jyoti Aneja, Harsh Agrawal, Dhruv Batra, Alexander Schwing

* Accepted to ICCV 2019 

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ViCo: Word Embeddings from Visual Co-occurrences


Aug 22, 2019
Tanmay Gupta, Alexander Schwing, Derek Hoiem

* Accepted to ICCV 2019. Project Page: http://tanmaygupta.info/vico/ 

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Factor Graph Attention


Apr 11, 2019
Idan Schwartz, Seunghak Yu, Tamir Hazan, Alexander Schwing

* Accepted to CVPR 2019 

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Max-Sliced Wasserstein Distance and its use for GANs


Apr 11, 2019
Ishan Deshpande, Yuan-Ting Hu, Ruoyu Sun, Ayis Pyrros, Nasir Siddiqui, Sanmi Koyejo, Zhizhen Zhao, David Forsyth, Alexander Schwing

* Accepted to CVPR 2019 

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Two Body Problem: Collaborative Visual Task Completion


Apr 11, 2019
Unnat Jain, Luca Weihs, Eric Kolve, Mohammad Rastegari, Svetlana Lazebnik, Ali Farhadi, Alexander Schwing, Aniruddha Kembhavi

* Accepted to CVPR 2019 

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A Simple Baseline for Audio-Visual Scene-Aware Dialog


Apr 11, 2019
Idan Schwartz, Alexander Schwing, Tamir Hazan

* Accepted to CVPR 2019 

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No-Frills Human-Object Interaction Detection: Factorization, Appearance and Layout Encodings, and Training Techniques


Nov 14, 2018
Tanmay Gupta, Alexander Schwing, Derek Hoiem


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Pipe-SGD: A Decentralized Pipelined SGD Framework for Distributed Deep Net Training


Nov 08, 2018
Youjie Li, Mingchao Yu, Songze Li, Salman Avestimehr, Nam Sung Kim, Alexander Schwing


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GradiVeQ: Vector Quantization for Bandwidth-Efficient Gradient Aggregation in Distributed CNN Training


Nov 08, 2018
Mingchao Yu, Zhifeng Lin, Krishna Narra, Songze Li, Youjie Li, Nam Sung Kim, Alexander Schwing, Murali Annavaram, Salman Avestimehr


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