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Non-deep Networks


Oct 14, 2021
Ankit Goyal, Alexey Bochkovskiy, Jia Deng, Vladlen Koltun


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RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching


Sep 15, 2021
Lahav Lipson, Zachary Teed, Jia Deng


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DROID-SLAM: Deep Visual SLAM for Monocular, Stereo, and RGB-D Cameras


Aug 24, 2021
Zachary Teed, Jia Deng


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Dynamically Grown Generative Adversarial Networks


Jun 16, 2021
Lanlan Liu, Yuting Zhang, Jia Deng, Stefano Soatto

* Accepted to AAAI 2021 

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Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline


Jun 09, 2021
Ankit Goyal, Hei Law, Bowei Liu, Alejandro Newell, Jia Deng

* Accepted to ICML 2021 

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Tangent Space Backpropagation for 3D Transformation Groups


Mar 25, 2021
Zachary Teed, Jia Deng

* fixed typos 

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A Study of Face Obfuscation in ImageNet


Mar 14, 2021
Kaiyu Yang, Jacqueline Yau, Li Fei-Fei, Jia Deng, Olga Russakovsky


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Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D


Dec 03, 2020
Ankit Goyal, Kaiyu Yang, Dawei Yang, Jia Deng

* Accepted to NeurIPS 2020 

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RAFT-3D: Scene Flow using Rigid-Motion Embeddings


Dec 01, 2020
Zachary Teed, Jia Deng


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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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