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Learning from Weakly-labeled Web Videos via Exploring Sub-Concepts

Jan 11, 2021
Kunpeng Li, Zizhao Zhang, Guanhang Wu, Xuehan Xiong, Chen-Yu Lee, Zhichao Lu, Yun Fu, Tomas Pfister


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Multi-objective Neural Architecture Search with Almost No Training

Nov 27, 2020
Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu

* EMO 2021 

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PERF-Net: Pose Empowered RGB-Flow Net

Sep 28, 2020
Yinxiao Li, Zhichao Lu, Xuehan Xiong, Jonathan Huang

* 9 pages, 4 figures, 6 tables 

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NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

Jul 20, 2020
Zhichao Lu, Kalyanmoy Deb, Erik Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti

* Accepted for oral presentation at ECCV 2020 

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Neural Architecture Transfer

May 12, 2020
Zhichao Lu, Gautam Sreekumar, Erik Goodman, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti

* 17 pages 

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MUXConv: Information Multiplexing in Convolutional Neural Networks

Apr 07, 2020
Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti

* CVPR 2020 

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DOPS: Learning to Detect 3D Objects and Predict their 3D Shapes

Apr 07, 2020
Mahyar Najibi, Guangda Lai, Abhijit Kundu, Zhichao Lu, Vivek Rathod, Thomas Funkhouser, Caroline Pantofaru, David Ross, Larry S. Davis, Alireza Fathi

* To appear in CVPR 2020 

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RetinaTrack: Online Single Stage Joint Detection and Tracking

Mar 30, 2020
Zhichao Lu, Vivek Rathod, Ronny Votel, Jonathan Huang

* Accepted to CVPR 2020 

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Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks

Dec 03, 2019
Zhichao Lu, Ian Whalen, Yashesh Dhebar, Kalyanmoy Deb, Erik Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti

* 15 pages 

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NSGA-NET: A Multi-Objective Genetic Algorithm for Neural Architecture Search

Oct 08, 2018
Zhichao Lu, Ian Whalen, Vishnu Boddeti, Yashesh Dhebar, Kalyanmoy Deb, Erik Goodman, Wolfgang Banzhaf


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