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Continental-scale streamflow modeling of basins with reservoirs: a demonstration of effectiveness and a delineation of challenges

Jan 12, 2021
Wenyu Ouyang, Kathryn Lawson, Dapeng Feng, Lei Ye, Chi Zhang, Chaopeng Shen


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Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification

Jan 07, 2021
Shuwei Shen, Mengjuan Xu, Fan Zhang, Pengfei Shao, Honghong Liu, Liang Xu, Chi Zhang, Peng Liu, Zhihong Zhang, Peng Yao, Ronald X. Xu

* 8 pages, 5 figures 

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CycleSegNet: Object Co-segmentation with Cycle Refinement and Region Correspondence

Jan 05, 2021
Guankai Li, Chi Zhang, Guosheng Lin


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Compositional Prototype Network with Multi-view Comparision for Few-Shot Point Cloud Semantic Segmentation

Dec 28, 2020
Xiaoyu Chen, Chi Zhang, Guosheng Lin, Jing Han


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To Talk or to Work: Energy Efficient Federated Learning over Mobile Devices via the Weight Quantization and 5G Transmission Co-Design

Dec 21, 2020
Rui Chen, Liang Li, Kaiping Xue, Chi Zhang, Lingjia Liu, Miao Pan

* submitted to MOBIHOC 

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Manual-Label Free 3D Detection via An Open-Source Simulator

Nov 16, 2020
Zhen Yang, Chi Zhang, Huiming Guo, Zhaoxiang Zhang

* 8 pages, 4 figures, ICPR2020 

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CAN: Revisiting Feature Co-Action for Click-Through Rate Prediction

Nov 11, 2020
Guorui Zhou, Weijie Bian, Kailun Wu, Lejian Ren, Qi Pi, Yujing Zhang, Can Xiao, Xiang-Rong Sheng, Na Mou, Xinchen Luo, Chi Zhang, Xianjie Qiao, Shiming Xiang, Kun Gai, Xiaoqiang Zhu, Jian Xu


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Matched Queues with Matching Batch Pair (m, n)

Sep 06, 2020
Heng-Li Liu, Quan-Lin Li, Chi Zhang

* 38 Pages, 4 figures 

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Memory-based Jitter: Improving Visual Recognition on Long-tailed Data with Diversity In Memory

Aug 28, 2020
Jialun Liu, Jingwei Zhang, Wenhui Li, Chi Zhang, Yifan Sun


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Dynamic Dispatching for Large-Scale Heterogeneous Fleet via Multi-agent Deep Reinforcement Learning

Aug 24, 2020
Chi Zhang, Philip Odonkor, Shuai Zheng, Hamed Khorasgani, Susumu Serita, Chetan Gupta


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Open Set Recognition with Conditional Probabilistic Generative Models

Aug 12, 2020
Xin Sun, Chi Zhang, Guosheng Lin, Keck-Voon Ling

* Extended version of CGDL arXiv:2003.08823 in CVPR2020 

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Denoising individual bias for a fairer binary submatrix detection

Aug 09, 2020
Changlin Wan, Wennan Chang, Tong Zhao, Sha Cao, Chi Zhang

* Accepted at CIKM 2020 

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Geometric All-Way Boolean Tensor Decomposition

Jul 31, 2020
Changlin Wan, Wennan Chang, Tong Zhao, Sha Cao, Chi Zhang


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Buffer Pool Aware Query Scheduling via Deep Reinforcement Learning

Jul 21, 2020
Chi Zhang, Ryan Marcus, Anat Kleiman, Olga Papaemmanouil


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Supervised clustering of high dimensional data using regularized mixture modeling

Jul 19, 2020
Wennan Chang, Changlin Wan, Yong Zang, Chi Zhang, Sha Cao


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Weight-dependent Gates for Network Pruning

Jul 04, 2020
Yun Li, Weiqun Wu, Zechun Liu, Chi Zhang, Xiangyu Zhang, Haotian Yao, Baoqun Yin

* 15 pages, 5 figures 

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Maximum Entropy Model Rollouts: Fast Model Based Policy Optimization without Compounding Errors

Jun 29, 2020
Chi Zhang, Sanmukh Rao Kuppannagari, Viktor K Prasanna

* ICML BIG Workshop 2020, camera ready version 

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Learning Disentangled Representations of Video with Missing Data

Jun 23, 2020
Armand Comas Massague, Chi Zhang, Zlatan Feric, Octavia Camps, Rose Yu


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A New Algorithm using Component-wise Adaptive Trimming For Robust Mixture Regression

Jun 10, 2020
Wennan Chang, Xinyu Zhou, Yong Zang, Chi Zhang, Sha Cao


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Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational Reasoning

Apr 25, 2020
Wenhe Zhang, Chi Zhang, Yixin Zhu, Song-Chun Zhu

* AAAI 2020 Oral. Project page: https://sites.google.com/view/number-sense/home Code: https://github.com/zwh1999anne/Machine-Number-Sense-Dataset Dataset: https://drive.google.com/file/d/17KuL8KOIDAeRL-lD418oiDEm8bE6TEFb/view 

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Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense

Apr 20, 2020
Yixin Zhu, Tao Gao, Lifeng Fan, Siyuan Huang, Mark Edmonds, Hangxin Liu, Feng Gao, Chi Zhang, Siyuan Qi, Ying Nian Wu, Joshua B. Tenenbaum, Song-Chun Zhu

* Engineering, Feb, 2020 
* For high quality figures, please refer to http://wellyzhang.github.io/attach/dark.pdf 

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Conditional Gaussian Distribution Learning for Open Set Recognition

Apr 17, 2020
Xin Sun, Zhenning Yang, Chi Zhang, Guohao Peng, Keck-Voon Ling

* Accepted to CVPR2020. Source code link is provided in the latest version 

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Neural encoding and interpretation for high-level visual cortices based on fMRI using image caption features

Mar 26, 2020
Kai Qiao, Chi Zhang, Jian Chen, Linyuan Wang, Li Tong, Bin Yan


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DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers

Mar 25, 2020
Chi Zhang, Yujun Cai, Guosheng Lin, Chunhua Shen

* Accepted by CVPR2020 (oral) 

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CRNet: Cross-Reference Networks for Few-Shot Segmentation

Mar 24, 2020
Weide Liu, Chi Zhang, Guosheng Lin, Fayao Liu


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