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Optimizing the Whole-life Cost in End-to-end CNN Acceleration

Apr 12, 2021
Jiaqi Zhang, Xiangru Chen, Sandip Ray, Tao Li

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DeepBlur: A Simple and Effective Method for Natural Image Obfuscation

Mar 31, 2021
Tao Li, Min Soo Choi

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Train Deep Neural Networks in 40-D Subspaces

Mar 20, 2021
Tao Li, Lei Tan, Qinghua Tao, Yipeng Liu, Xiaolin Huang

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Differentially Private Imaging via Latent Space Manipulation

Mar 08, 2021
Tao Li, Chris Clifton

* Submitted to the 21st Privacy Enhancing Technologies Symposium (PoPETs 2021.3) on Nov 30, 2020 

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A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multi-disease Detection

Feb 16, 2021
Ning Li, Tao Li, Chunyu Hu, Kai Wang, Hong Kang

* 17 pages 

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Applications of Deep Learning in Fundus Images: A Review

Jan 25, 2021
Tao Li, Wang Bo, Chunyu Hu, Hong Kang, Hanruo Liu, Kai Wang, Huazhu Fu

* Medical Image Analysis 2021 

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Blackwell Online Learning for Markov Decision Processes

Dec 28, 2020
Tao Li, Guanze Peng, Quanyan Zhu

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P3-LOAM: PPP/LiDAR Loosely Coupled SLAM with Accurate Covariance Estimation and Robust RAIM in Urban Canyon Environment

Dec 04, 2020
Tao Li, Ling Pei, Yan Xiang, Qi Wu, Songpengcheng Xia, Lihao Tao, Wenxian Yu

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Learning Causal Semantic Representation for Out-of-Distribution Prediction

Nov 03, 2020
Chang Liu, Xinwei Sun, Jindong Wang, Tao Li, Tao Qin, Wei Chen, Tie-Yan Liu

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Hybrid Visual Servoing Tracking Control of Uncalibrated Robotic Systems for Dynamic Dwarf Culture Orchards Harvest

Nov 03, 2020
Tao Li, Quan Qiu, Chunjiang Zhao

* 7 pages,14 figures, submitted to 2021 IEEE International Conference on Robotics and Automation 

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Learn Robust Features via Orthogonal Multi-Path

Oct 23, 2020
Kun Fang, Yingwen Wu, Tao Li, Xiaolin Huang, Jie Yang

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UnQovering Stereotyping Biases via Underspecified Questions

Oct 10, 2020
Tao Li, Tushar Khot, Daniel Khashabi, Ashish Sabharwal, Vivek Srikumar

* Accepted at Findings of EMNLP 2020 

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On Data Augmentation for Extreme Multi-label Classification

Sep 22, 2020
Danqing Zhang, Tao Li, Haiyang Zhang, Bing Yin

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Attention-SLAM: A Visual Monocular SLAM Learning from Human Gaze

Sep 15, 2020
Jinquan Li, Ling Pei, Danping Zou, Songpengcheng Xia, Qi Wu, Tao Li, Zhen Sun, Wenxian Yu

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OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings

Jun 30, 2020
Sunipa Dev, Tao Li, Jeff M Phillips, Vivek Srikumar

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Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning

Jun 23, 2020
Jie An, Tao Li, Haozhi Huang, Li Shen, Xuan Wang, Yongyi Tang, Jinwen Ma, Wei Liu, Jiebo Luo

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VecQ: Minimal Loss DNN Model Compression With Vectorized Weight Quantization

Jun 10, 2020
Cheng Gong, Yao Chen, Ye Lu, Tao Li, Cong Hao, Deming Chen

* 14 pages, 9 figures, Journal 

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Causality and Batch Reinforcement Learning: Complementary Approaches To Planning In Unknown Domains

Jun 03, 2020
James Bannon, Brad Windsor, Wenbo Song, Tao Li

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Structured Tuning for Semantic Role Labeling

May 05, 2020
Tao Li, Parth Anand Jawale, Martha Palmer, Vivek Srikumar

* Accepted at ACL 2020 

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Self-Learning with Rectification Strategy for Human Parsing

Apr 17, 2020
Tao Li, Zhiyuan Liang, Sanyuan Zhao, Jiahao Gong, Jianbing Shen

* Accepted to CVPR 2020 

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A Deep Learning Method for Complex Human Activity Recognition Using Virtual Wearable Sensors

Mar 06, 2020
Fanyi Xiao, Ling Pei, Lei Chu, Danping Zou, Wenxian Yu, Yifan Zhu, Tao Li

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Component Attention Guided Face Super-Resolution Network: CAGFace

Oct 19, 2019
Ratheesh Kalarot, Tao Li, Fatih Porikli

* Submitted to WACV 2020 

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A Logic-Driven Framework for Consistency of Neural Models

Sep 13, 2019
Tao Li, Vivek Gupta, Maitrey Mehta, Vivek Srikumar

* Accepted in EMNLP 2019; Extra footnote after camera ready; Addressing R-fuzzy and S-fuzzy logic + extra acknowledgement 

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On Measuring and Mitigating Biased Inferences of Word Embeddings

Aug 25, 2019
Sunipa Dev, Tao Li, Jeff Phillips, Vivek Srikumar

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