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Delving into Deep Image Prior for Adversarial Defense: A Novel Reconstruction-based Defense Framework

Jul 31, 2021
Li Ding, Yongwei Wang, Xin Ding, Kaiwen Yuan, Ping Wang, Hua Huang, Z. Jane Wang

* To be publish in ACM MM 2021 

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Deep Weakly Supervised Positioning

Apr 10, 2021
Ruoyu Wang, Xuchu Xu, Li Ding, Yang Huang, Chen Feng

* 8 pages, 8 figures, submitted to IEEE Robotics and Automation Letters (RA-L) and 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021) 

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Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery Detection

Oct 29, 2020
Yongwei Wang, Xin Ding, Li Ding, Rabab Ward, Z. Jane Wang

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Object as Distribution

Jul 25, 2019
Li Ding, Lex Fridman

* NeurIPS 2019 

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A Novel Deep Learning Pipeline for Retinal Vessel Detection in Fluorescein Angiography

Jul 05, 2019
Li Ding, Mohammad H. Bawany, Ajay E. Kuriyan, Rajeev S. Ramchandran, Charles C. Wykoff, Gaurav Sharma

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DeepMapping: Unsupervised Map Estimation From Multiple Point Clouds

Apr 09, 2019
Li Ding, Chen Feng

* This paper has been accepted for CVPR'19 oral presentation 

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Value of Temporal Dynamics Information in Driving Scene Segmentation

Mar 21, 2019
Li Ding, Jack Terwilliger, Rini Sherony, Bryan Reimer, Lex Fridman

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A Constrained Cooperative Coevolution Strategy for Weights Adaptation Optimization of Heterogeneous Epidemic Spreading Networks

Jan 03, 2019
Yun Feng, Bing-Chuan Wang, Li Ding

* This manuscript has been submitted to IEEE Transactions on Network Science and Engineering 

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MIT Autonomous Vehicle Technology Study: Large-Scale Deep Learning Based Analysis of Driver Behavior and Interaction with Automation

Sep 30, 2018
Lex Fridman, Daniel E. Brown, Michael Glazer, William Angell, Spencer Dodd, Benedikt Jenik, Jack Terwilliger, Julia Kindelsberger, Li Ding, Sean Seaman, Hillary Abraham, Alea Mehler, Andrew Sipperley, Anthony Pettinato, Bobbie Seppelt, Linda Angell, Bruce Mehler, Bryan Reimer

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Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical Decisions

Sep 24, 2018
Lex Fridman, Li Ding, Benedikt Jenik, Bryan Reimer

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Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment

Mar 28, 2018
Li Ding, Chenliang Xu

* CVPR 2018 

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TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation

May 22, 2017
Li Ding, Chenliang Xu

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