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Rearrangement: A Challenge for Embodied AI

Nov 03, 2020
Dhruv Batra, Angel X. Chang, Sonia Chernova, Andrew J. Davison, Jia Deng, Vladlen Koltun, Sergey Levine, Jitendra Malik, Igor Mordatch, Roozbeh Mottaghi, Manolis Savva, Hao Su

* Authors are listed in alphabetical order 

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Strongly Incremental Constituency Parsing with Graph Neural Networks

Oct 27, 2020
Kaiyu Yang, Jia Deng

* Accepted to NeurIPS 2020 

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Learning Video Representations from Textual Web Supervision

Jul 29, 2020
Jonathan C. Stroud, David A. Ross, Chen Sun, Jia Deng, Rahul Sukthankar, Cordelia Schmid


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A Unified Framework of Surrogate Loss by Refactoring and Interpolation

Jul 27, 2020
Lanlan Liu, Mingzhe Wang, Jia Deng

* Accepted to ECCV 2020 

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OASIS: A Large-Scale Dataset for Single Image 3D in the Wild

Jul 26, 2020
Weifeng Chen, Shengyi Qian, David Fan, Noriyuki Kojima, Max Hamilton, Jia Deng

* Accepted to CVPR 2020 

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PackIt: A Virtual Environment for Geometric Planning

Jul 21, 2020
Ankit Goyal, Jia Deng

* Accepted to ICML 2020 

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How Useful is Self-Supervised Pretraining for Visual Tasks?

Mar 31, 2020
Alejandro Newell, Jia Deng

* To appear in CVPR 2020 

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RAFT: Recurrent All-Pairs Field Transforms for Optical Flow

Mar 26, 2020
Zachary Teed, Jia Deng


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Learning to Prove Theorems by Learning to Generate Theorems

Feb 17, 2020
Mingzhe Wang, Jia Deng


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Towards Fairer Datasets: Filtering and Balancing the Distribution of the People Subtree in the ImageNet Hierarchy

Dec 16, 2019
Kaiyu Yang, Klint Qinami, Li Fei-Fei, Jia Deng, Olga Russakovsky

* Accepted to FAT* 2020 

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Compositional Temporal Visual Grounding of Natural Language Event Descriptions

Dec 04, 2019
Jonathan C. Stroud, Ryan McCaffrey, Rada Mihalcea, Jia Deng, Olga Russakovsky

* Project page: jonathancstroud.com/ctg 

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Generative Modeling for Small-Data Object Detection

Oct 16, 2019
Lanlan Liu, Michael Muelly, Jia Deng, Tomas Pfister, Li-Jia Li

* Published in ICCV 2019 

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SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition

Aug 29, 2019
Kaiyu Yang, Olga Russakovsky, Jia Deng

* Accepted to ICCV 2019 

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Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control

Aug 20, 2019
Yu-Wei Chao, Jimei Yang, Weifeng Chen, Jia Deng


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Feature Partitioning for Efficient Multi-Task Architectures

Aug 12, 2019
Alejandro Newell, Lu Jiang, Chong Wang, Li-Jia Li, Jia Deng


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To Learn or Not to Learn: Analyzing the Role of Learning for Navigation in Virtual Environments

Jul 26, 2019
Noriyuki Kojima, Jia Deng


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Learning to Generate Synthetic 3D Training Data through Hybrid Gradient

Jun 29, 2019
Dawei Yang, Jia Deng


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Identifying Visible Actions in Lifestyle Vlogs

Jun 10, 2019
Oana Ignat, Laura Burdick, Jia Deng, Rada Mihalcea

* Accepted at ACL 2019 

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Learning to Prove Theorems via Interacting with Proof Assistants

May 21, 2019
Kaiyu Yang, Jia Deng

* Accepted to ICML 2019 

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CornerNet-Lite: Efficient Keypoint Based Object Detection

Apr 18, 2019
Hei Law, Yun Teng, Olga Russakovsky, Jia Deng

* Code available at https://github.com/princeton-vl/CornerNet-Lite 

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D3D: Distilled 3D Networks for Video Action Recognition

Dec 19, 2018
Jonathan C. Stroud, David A. Ross, Chen Sun, Jia Deng, Rahul Sukthankar


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DeepV2D: Video to Depth with Differentiable Structure from Motion

Dec 11, 2018
Zachary Teed, Jia Deng


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Realistic Adversarial Examples in 3D Meshes

Oct 11, 2018
Dawei Yang, Chaowei Xiao, Bo Li, Jia Deng, Mingyan Liu


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Speaker Naming in Movies

Sep 24, 2018
Mahmoud Azab, Mingzhe Wang, Max Smith, Noriyuki Kojima, Jia Deng, Rada Mihalcea


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Rethinking Numerical Representations for Deep Neural Networks

Aug 07, 2018
Parker Hill, Babak Zamirai, Shengshuo Lu, Yu-Wei Chao, Michael Laurenzano, Mehrzad Samadi, Marios Papaefthymiou, Scott Mahlke, Thomas Wenisch, Jia Deng, Lingjia Tang, Jason Mars


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CornerNet: Detecting Objects as Paired Keypoints

Aug 03, 2018
Hei Law, Jia Deng

* Accepted to ECCV 2018. Code available at https://github.com/umich-vl/CornerNet 

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Learning Single-Image Depth from Videos using Quality Assessment Networks

Jun 25, 2018
Weifeng Chen, Jia Deng


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Think Visually: Question Answering through Virtual Imagery

May 25, 2018
Ankit Goyal, Jian Wang, Jia Deng

* Accepted in ACL 2018 

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Decorrelated Batch Normalization

Apr 23, 2018
Lei Huang, Dawei Yang, Bo Lang, Jia Deng

* Accepted to CVPR 2018. Code available at https://github.com/umich-vl/DecorrelatedBN 

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