Frank S Chen Junior Chair Professor
cacaFly Junior Chair Professor

Doctor of Engineering Science (Dr.-Ing.)
Max Planck Institute for Informatics

walon [at] cs [dot] nctu [dot] edu [dot] tw
walon [dot] chiu [at] gmail [dot] com

Curriculum Vitae

Google Scholar

[Office] Room 526, Engineering Building C, Guangfu Campus, NCTU
[Telephone] +886-3-5712121 ext.54730

Information about my research group:
[Name] Enriched Vision Applications Lab
[Location] Room 548, Engineering Building C, Guangfu Campus, NCTU




News

Education



Academic and Working Experience

Assistant Professor in Computer Science,
National Chiao Tung University

[from August.2017 - present]



Computer Vision Research Scientist,
Viscovery Pte. Ltd., Taipei, Taiwan

[August.2016 - January.2017]



Image Processing Engineer,
Largan Precision Co. Ltd., Taichung, Taiwan

[October.2010 - December.2010]


Corporal (Compulsory),
43 Artillery Command, 8th Army Corps, R.O.C Army, Taiwan

[October.2009 - September.2010]


Internship,
Advanced Technology Center,
Industrial Technology Research Institute, Taiwan

[June.2007 - December.2007]

Research Domains



Computer Vision
Machine Learning

Publications

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Guide Your Eyes: Learning Image Manipulation under Saliency Guidance

Yen-Chung Chen*, Keng-Jui Chang*, Yu-Chiang Frank Wang, Yi-Hsuan Tsai, Wei-Chen Chiu

(* indicates equal contribution.)

[BMVC 2019 (BibTeX)] [Project Page]

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3D LiDAR and Stereo Fusion using Stereo Matching Network with Conditional Cost Volume Normalization

Tsun-Hsuan Wang, Hou-Ning Hu, Chieh Hubert Lin, Yi-Hsuan Tsai, Wei-Chen Chiu, Min Sun

[IROS 2019 (BibTeX)] [Project Page]

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Learning Patterns of Latent Residual for Improving Video Compression

Yen-Chung Chen*, Keng-Jui Chang*, Yi-Hsuan Tsai, Wei-Chen Chiu

(* indicates equal contribution.)

[CLIC 2019 (BibTeX)]

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Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence

Hsueh-Ying Lai, Yi-Hsuan Tsai, Wei-Chen Chiu

[CVPR 2019 (BibTeX)] [Project Page]

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All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation

Wei-Lun Chang*, Hui-Po Wang*, Wen-Hsiao Peng, Wei-Chen Chiu

(* indicates equal contribution.)

[CVPR 2019 (BibTeX)] [Project Page]

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Learning Pose-Aware 3D Reconstruction via 2D-3D Self-Consistency

Yi-Lun Liao*, Yao-Cheng Yang*, Yuan-Fang Lin, Pin-Jung Chen, Chia-Wen Kuo, Wei-Chen Chiu, Yu-Chiang Frank Wang

(* indicates equal contribution.)

[ICASSP 2019 (BibTeX)]

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Plug-and-Play: Improve Depth Prediction via Sparse Data Propagation

Tsun-Hsuan Wang, Fu-En Wang, Juan-Ting Lin, Yi-Hsuan Tsai, Wei-Chen Chiu, Min Sun

[ICRA 2019 (BibTeX)] [Project Page]

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Summarizing First-Person Videos from Third Persons’ Points of View

Hsuan-I Ho, Wei-Chen Chiu, Yu-Chiang Frank Wang

[ECCV 2018 (BibTeX)] [Source Code]

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Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation

Yen-Cheng Liu*, Yu-Ying Yeh*, Tzu-Chien Fu, Sheng-De Wang, Wei-Chen Chiu, Yu-Chiang Frank Wang

(* indicates equal contribution.)

[CVPR 2018 "Spotlight" (BibTeX)] [ArXiv 2017 (BibTeX)] [Source Code]

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Domain-Adaptive Generative Adversarial Networks For Sketch-To-Photo Inversion

Yen-Cheng Liu, Wei-Chen Chiu, Sheng-De Wang, Yu-Chiang Frank Wang

[MLSP 2017 (BibTeX)]

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Learning Guided Convolutional Neural Networks For Cross-Resolution Face Recognition

Tzu-Chien Fu, Wei-Chen Chiu, Yu-Chiang Frank Wang

[MLSP 2017 (BibTeX)]

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STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling

Yang He, Wei-Chen Chiu, Margret Keuper, Mario Fritz

[CVPR 2017 (BibTeX)] [Project Page]

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Towards Segmenting Consumer Stereo Videos: Benchmark, Baselines and Ensembles

Wei-Chen Chiu, Fabio Galasso, Mario Fritz

[ACCV 2016 (BibTeX)]

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Bayesian Non-Parametrics for Multi-Modal Segmentation

Wei-Chen Chiu

[Doctoral Dissertation (BibTeX)]

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See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG

Wei-Chen Chiu, Mario Fritz

[ICCV 2015 (BibTeX)] [Project Page]

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Joint Segmentation and Activity Discovery using Semantic and Temporal Priors

Julia Seiter, Wei-Chen Chiu, Mario Fritz, Oliver Amft, Gerhard Troester

[PerCom 2015 (BibTeX)]

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Object Disambiguation for Augmented Reality Applications

Wei-Chen Chiu, Gregory S. Johnson, Daniel Mcculley, Oliver Grau, Mario Fritz

[BMVC 2014 (BibTeX)] [Project Page]

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Multi-Class Video Co-Segmentation with a Generative Multi-Video Model

Wei-Chen Chiu, Mario Fritz

[CVPR 2013 (BibTeX)] [Project Page]

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I spy with my little eye: Learning Optimal Filters for Cross-Modal Stereo under Projected Patterns

Wei-Chen Chiu, Ulf Blanke, Mario Fritz

[CDC4CV 2011 (BibTeX)] [Project Page]

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Improving the Kinect by Cross-Modal Stereo

Wei-Chen Chiu, Ulf Blanke, Mario Fritz

[BMVC 2011 (BibTeX)] [Project Page]

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Probabilistic Modeling of Dynamic Traffic Flow between Non-overlapping FOVs

Wei-Chen Chiu, Ching-Chun Huang, Jen-Hui Chuang, Sheng-Jyh Wang

[ICPR 2010 (BibTeX)] [CVGIP 2009 (BibTeX)] [Master Thesis]

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Robust Parking Space Detection Considering Inter-Space Correlation

Qi Wu, Ching-Chun Huang, Shih-Yu Wang, Wei-Chen Chiu, Tsuhan Chen

[ICME 2007 (BibTeX)]


Students


I am lucky to work with talented students:

PhD Students

Hsin-Yi Chen 陳心怡

Wei-Jan Ko 柯維然

Sheng-Feng Yu 游聲峰

Master Students (1st-Generation, starting from 2017)

Hsueh-Ying Lai 賴學穎

Yen-Chung Chen 陳彥中

Keng-Jui Chang 張耕睿

Wei-Lun Chang 張偉倫

Chun-Chih Teng 鄧駿智

Rogan Morrow (from Feb.2018)

Master Students (2nd-Generation, starting from 2018)

Min-Yuan Tseng 曾敏原

Yi-Lun Li 李懿倫

Chia-Chi Cheng 鄭家期

Cheng-Hsun Lei 雷承勳

Ya-Chu Chang 張雅筑

Chung-Sheng Lai 來俊聖

Li-Wei Chen 陳立緯


Master Students (3nd-Generation, starting from 2019)

Chia-Ni Lu 呂佳倪

Dian-Shan Chen 陳殿善

Meng-Hsun Tsai 蔡孟勳

Chen-I Chiu 邱震譯

Yu-Hsuan Yeh 葉鈺萱

Yu-Liang Kuo 郭毓梁

Pei-Tse Chiang 江沛澤

Ting-Wei Chang 張庭維


Master Students, Five-Year BA-MA Program (4nd-Generation, starting from 2019)

Yu-Hsuan Li 李育瑄

Yu-Ting Yen 顏妤庭


Visiting Students

Zhirui Zhu 朱枝睿

Nanjing University

Zunzhi You 尤尊智

Sun Yat-sen University


former members [(co-supervised) students/assistants]

Tzu-Chien Fu 傅子謙

Now Master Student at
Northwestern University

Chia-Wen Kuo 郭佳文

Now PhD Student at
Georgia Institute of Technology

Chao-Yi Peng 彭兆翊

Now Master Student at
National Tsing Hua University

Yen-Cheng Liu 劉彥成

Now PhD Student at
Georgia Institute of Technology

Yu-Ying Yeh 葉鈺濙

Now Master Student at
University of California San Diego

Hsuan-I Ho 何宣逸

Now Master Student at
ETH Zurich

Zhi-Yi Peng 彭子翊

M.Sc.,
National Chung Cheng University

Hsuan-Kai Kao 高炫凱

M.Sc.,
National Tsing Hua University

Hung-Yu Chen 陳虹佑

Now Master Student at
Purdue University

I-Sheng Fang 方宜晟

B.Sc.,
National Chengchi University

Teaching



Machine Learning (in English), Dept. of CS, NCTU
together with Prof. Jui-Hung Hung

[Every Spring and Fall semester since 2017]


Computer Vision (in English), Dept. of CS, NCTU

[Every Spring semester since 2018]







Calendar



Copyright © 2019 Walon Chiu
(Last Modified: 15th.09.2019)