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Modelling the Point Spread Function of Wide Field Small Aperture Telescopes With Deep Neural Networks -- Applications in Point Spread Function Estimation

Nov 20, 2020
Peng Jia, Xuebo Wu, Zhengyang Li, Bo Li, Weihua Wang, Qiang Liu, Adam Popowicz

* Submitted to MNRAS 

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Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video

Nov 12, 2020
Bo Li, Sam Leroux, Pieter Simoens


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Automated Model Compression by Jointly Applied Pruning and Quantization

Nov 12, 2020
Wenting Tang, Xingxing Wei, Bo Li


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MUSE: Illustrating Textual Attributes by Portrait Generation

Nov 09, 2020
Xiaodan Hu, Pengfei Yu, Kevin Knight, Heng Ji, Bo Li, Honghui Shi


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Learning unbiased registration and joint segmentation: evaluation on longitudinal diffusion MRI

Nov 03, 2020
Bo Li, Wiro J. Niessen, Stefan Klein, M. Arfan Ikram, Meike W. Vernooij, Esther E. Bron

* Accepted by SPIE Medical Imaging 2021 for oral presentation 

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Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition

Oct 23, 2020
Qiujia Li, David Qiu, Yu Zhang, Bo Li, Yanzhang He, Philip C. Woodland, Liangliang Cao, Trevor Strohman

* Submitted to ICASSP 2021 

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Novel View Synthesis from only a 6-DoF Camera Pose by Two-stage Networks

Oct 22, 2020
Xiang Guo, Bo Li, Yuchao Dai, Tongxin Zhang, Hui Deng

* Accepted by International Conference on Pattern Recognition (ICPR 2020) 

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FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization

Oct 21, 2020
Jiahui Yu, Chung-Cheng Chiu, Bo Li, Shuo-yiin Chang, Tara N. Sainath, Yanzhang He, Arun Narayanan, Wei Han, Anmol Gulati, Yonghui Wu, Ruoming Pang

* tech report 

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On Convergence of Nearest Neighbor Classifiers over Feature Transformations

Oct 15, 2020
Luka Rimanic, Cedric Renggli, Bo Li, Ce Zhang


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InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective

Oct 14, 2020
Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu

* 20 pages, 8 tables, 2 figures 

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Universal ASR: Unify and Improve Streaming ASR with Full-context Modeling

Oct 12, 2020
Jiahui Yu, Wei Han, Anmol Gulati, Chung-Cheng Chiu, Bo Li, Tara N. Sainath, Yonghui Wu, Ruoming Pang

* tech report 

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Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation

Oct 12, 2020
Bo Li, Yezhen Wang, Shanghang Zhang, Dongsheng Li, Trevor Darrell, Kurt Keutzer, Han Zhao

* Preprint 

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AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding

Oct 06, 2020
Guanglin Niu, Bo Li, Yongfei Zhang, Shiliang Pu, Jingyang Li

* 10 pages, 3 figures, the full version of a paper accepted to EMNLP 2020 Findings 

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Joint Semantics and Data-Driven Path Representation for Knowledge Graph Inference

Oct 06, 2020
Guanglin Niu, Bo Li, Yongfei Zhang, Yongpan Sheng, Chuan Shi, Jingyang Li, Shiliang Pu

* 12 pages, 6 tables, 4 figures 

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Referring Image Segmentation via Cross-Modal Progressive Comprehension

Oct 01, 2020
Shaofei Huang, Tianrui Hui, Si Liu, Guanbin Li, Yunchao Wei, Jizhong Han, Luoqi Liu, Bo Li

* Accepted by CVPR 2020. Code is available at https://github.com/spyflying/CMPC-Refseg 

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Multimodal Safety-Critical Scenarios Generation for Decision-Making Algorithms Evaluation

Sep 25, 2020
Wenhao Ding, Baiming Chen, Bo Li, Kim Ji Eun, Ding Zhao

* 8 pages, 7 figures 

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CLASS: Cross-Level Attention and Supervision for Salient Objects Detection

Sep 24, 2020
Lv Tang, Bo Li

* Full version of ACCV2020 

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Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing

Sep 21, 2020
Maurice Weber, Nana Liu, Bo Li, Ce Zhang, Zhikuan Zhao

* 25 pages, 4 figures 

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Generating Adversarial yet Inconspicuous Patches with a Single Image

Sep 21, 2020
Jinqi Luo, Tao Bai, Jun Zhao, Bo Li


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A Review of Single-Source Deep Unsupervised Visual Domain Adaptation

Sep 19, 2020
Sicheng Zhao, Xiangyu Yue, Shanghang Zhang, Bo Li, Han Zhao, Bichen Wu, Ravi Krishna, Joseph E. Gonzalez, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia, Kurt Keutzer


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SoK: Certified Robustness for Deep Neural Networks

Sep 10, 2020
Linyi Li, Xiangyu Qi, Tao Xie, Bo Li

* 14 pages for the main text; code available at https://github.com/AI-secure/VeriGauge 

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ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation

Sep 07, 2020
Sicheng Zhao, Yezhen Wang, Bo Li, Bichen Wu, Yang Gao, Pengfei Xu, Trevor Darrell, Kurt Keutzer


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GP-SLAM+: real-time 3D lidar SLAM based on improved regionalized Gaussian process map reconstruction

Aug 03, 2020
Jianyuan Ruan, Bo Li, Yinqiang Wang, Zhou Fang

* Accepted by IROS 2020 

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Relative Pose Estimation of Calibrated Cameras with Known $\mathrm{SE}(3)$ Invariants

Jul 15, 2020
Bo Li, Evgeniy Martyushev, Gim Hee Lee


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