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Publications
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Fast Few-shot Debugging for NLU Test Suites
Deep Learning Inside Out workshop at ACL 2022
pp. 79-86, 2022
Christopher Malon , NEC Laboratories America, Inc.; Kai Li, NEC Laboratories America, Inc.; Erik Kruus, NEC Laboratories America, Inc.
May 26, 2022
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Improving neural network robustness through neighborhood preserving layers
Image and Vision Computing: Special Issue on Learning with Manifolds in Computer Vision
123:104669, 1-9, 2022
Bingyuan Liu, NEC Laboratories America, Inc., Penn State University; Christopher Malon, NEC Laboratories America, Inc.; Lingzhou Xue, Penn State University; Erik Kruus, NEC Laboratories America, Inc.
May 1, 2022
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Fast Few-shot Debugging for NLU Test Suites
https://arxiv.org/
https://arxiv.org/abs/2204.06555
Christopher Malon , NEC Laboratories America, Inc.; Kai Li , NEC Laboratories America, Inc.; Erik Kruus, NEC Laboratories America, Inc.
April 18, 2022
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Self-supervised Video Representation Learning with Cascade Positive Retrieval
https://arxiv.org
https://arxiv.org/abs/2201.07989
Cheng-En Wu, NEC Laboratories America, Inc., University of Wisconsin-Madison; Farley Lai, NEC Laboratories America, Inc.; Yu Hen Hu, University of Wisconsin-Madison; Asim Kadav, NEC Laboratories America, Inc.
Jan. 21, 2022
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AE-StyleGAN: Improved Training of Style-Based Auto-Encoders
WACV 2022
pp. 3134-3143, 2021
Ligong Han, Rutgers University; Sri Harsha Musunuri, Rutgers University; Martin Renqiang Min, NEC Laboratories America, Inc.; Ruijiang Gao, The University of Texas at Austin; Yu Tian, Rutgers University; Dimitris Metaxas, Rutgers University
Jan. 4, 2022
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SplitBrain: Hybrid Data and Model Parallel Deep Learning
arXiv
https://arxiv.org/abs/2112.15317
Farley Lai, NEC Laboratories America, Inc.; Asim Kadav, NEC Laboratories America, Inc.; Erik Kruus, NEC Laboratories America, Inc.
Jan. 3, 2022
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A Deep Generative Model for Molecule Optimization via One Fragment Modification
Nature Machine Intelligence
pp. 1-10, 2022
Ziqi Chen, The Ohio State University; Martin Renqiang Min, NEC Laboratories America, Inc.; Srinivasan Parthasarathy, The Ohio Sate University; Xia Ning, The Ohio State University
Jan. 1, 2022
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COMPOSER: Compositional Learning of Group Activity in Videos
https://arxiv.org
https://arxiv.org/abs/2112.05892
Honglu Zhou, NEC Laboratories America, Inc., Rutgers University; Asim Kadav, NEC Laboratories America, Inc.; Aviv Shamsian, Bar-Ilan University; Shijie Geng, Bar-Ilan University; Farley Lai, NEC Laboratories America, Inc.; Long Zhao, Rutgers University; Ting Liu, Google LLC; Mubbasir Kapadia, Rutgers University; Hans Peter Graf, NEC Laboratories America, Inc.
Dec. 17, 2021
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Team Papelo at FEVEROUS: Multi-hop Evidence Pursuit
The Fourth Workshop on Fast Extraction and Verificiation (FEVER)
pp. 40-49, 2021
Christopher Malon, NEC Laboratories America, Inc.
Nov. 7, 2021
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Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning
EMNLP 2021
pp. 1990-2000, 2021
Zhan Shi, Queen’s University; Hui Liu, Queen’s University; Martin Renqiang Min, NEC Laboratories America, Inc.; Christopher Malon, NEC Laboratories America, Inc.; Li Erran Li, Amazon; Xiaodan Zhu, Queen’s University
Nov. 7, 2021