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Unified Signal Compression Using a GAN with Iterative Latent Representation Optimization

Sep 23, 2021
Bowen Liu, Changwoo Lee, Ang Cao, Hun-Seok Kim

* 13 pages, 10 figures 

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Capture Uncertainties in Deep Neural Networks for Safe Operation of Autonomous Driving Vehicles

Aug 11, 2021
Liuhui Ding, Dachuan Li, Bowen Liu, Wenxing Lan, Bing Bai, Qi Hao, Weipeng Cao, Ke Pei

* To appear in the 19th IEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA 2021) 

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Uncertainty-aware Joint Salient Object and Camouflaged Object Detection

Apr 06, 2021
Aixuan Li, Jing Zhang, Yunqiu Lv, Bowen Liu, Tong Zhang, Yuchao Dai

* Accepted to IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021. Aixuan Li and Jing Zhang contributed equally 

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Simultaneously Localize, Segment and Rank the Camouflaged Objects

Mar 06, 2021
Yunqiu Lyu, Jing Zhang, Yuchao Dai, Aixuan Li, Bowen Liu, Nick Barnes, Deng-Ping Fan

* Accepted by IEEE/CVF CVPR 2021. Our code and dataset are publicly available at 

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Open Graph Benchmark: Datasets for Machine Learning on Graphs

May 02, 2020
Weihua Hu, Matthias Fey, Marinka Zitnik, Yuxiao Dong, Hongyu Ren, Bowen Liu, Michele Catasta, Jure Leskovec

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Weakly-Supervised Salient Object Detection via Scribble Annotations

Mar 17, 2020
Jing Zhang, Xin Yu, Aixuan Li, Peipei Song, Bowen Liu, Yuchao Dai

* Accepted by IEEE/CVF CVPR 2020 

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Probabilistic K-means Clustering via Nonlinear Programming

Jan 10, 2020
Yujian Li, Bowen Liu, Zhaoying Liu, Ting Zhang

* 10 pages, 7 figures 

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Pre-training Graph Neural Networks

May 29, 2019
Weihua Hu, Bowen Liu, Joseph Gomes, Marinka Zitnik, Percy Liang, Vijay Pande, Jure Leskovec

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Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation

Jun 07, 2018
Jiaxuan You, Bowen Liu, Rex Ying, Vijay Pande, Jure Leskovec

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Retrosynthetic reaction prediction using neural sequence-to-sequence models

Jun 06, 2017
Bowen Liu, Bharath Ramsundar, Prasad Kawthekar, Jade Shi, Joseph Gomes, Quang Luu Nguyen, Stephen Ho, Jack Sloane, Paul Wender, Vijay Pande

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