LayoutMP3D: Layout Annotation of Matterport3D

Mar 30, 2020
Fu-En Wang, Yu-Hsuan Yeh, Min Sun, Wei-Chen Chiu, Yi-Hsuan Tsai

* Annotation is available at https://github.com/fuenwang/LayoutMP3D 

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Visual Question Answering on 360° Images

Jan 10, 2020
Shih-Han Chou, Wei-Lun Chao, Wei-Sheng Lai, Min Sun, Ming-Hsuan Yang

* Accepted to WACV 2020 

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Bias-Aware Heapified Policy for Active Learning

Nov 18, 2019
Wen-Yen Chang, Wen-Huan Chiang, Shao-Hao Lu, Tingfan Wu, Min Sun


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360SD-Net: 360° Stereo Depth Estimation with Learnable Cost Volume

Nov 11, 2019
Ning-Hsu Wang, Bolivar Solarte, Yi-Hsuan Tsai, Wei-Chen Chiu, Min Sun

* Project page and code are at https://albert100121.github.io/360SD-Net-Project-Page 

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Autonomous UAV Landing System Based on Visual Navigation

Oct 29, 2019
Zhixin Wu, Peng Han, Ruiwen Yao, Lei Qiao, Weidong Zhang, Tielong Shen, Min Sun, Yilong Zhu, Ming Liu, Rui Fan

* 6 pages, 13 figures, 2019 IEEE International Conference on Imaging Systems and Techniques (IST) 

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360-Indoor: Towards Learning Real-World Objects in 360° Indoor Equirectangular Images

Oct 03, 2019
Shih-Han Chou, Cheng Sun, Wen-Yen Chang, Wan-Ting Hsu, Min Sun, Jianlong Fu


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Flat2Layout: Flat Representation for Estimating Layout of General Room Types

May 29, 2019
Chi-Wei Hsiao, Cheng Sun, Min Sun, Hwann-Tzong Chen


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Radiotherapy Target Contouring with Convolutional Gated Graph Neural Network

Apr 05, 2019
Chun-Hung Chao, Yen-Chi Cheng, Hsien-Tzu Cheng, Chi-Wen Huang, Tsung-Ying Ho, Chen-Kan Tseng, Le Lu, Min Sun

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018. Version 2 

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

Apr 05, 2019
Tsun-Hsuan Wang, Hou-Ning Hu, Chieh Hubert Lin, Yi-Hsuan Tsai, Wei-Chen Chiu, Min Sun

* ver.1 

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Point-to-Point Video Generation

Apr 05, 2019
Tsun-Hsuan Wang, Yen-Chi Cheng, Chieh Hubert Lin, Hwann-Tzong Chen, Min Sun

* *indicates equal contribution; ver.1 

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Learning a Multi-Modal Policy via Imitating Demonstrations with Mixed Behaviors

Mar 25, 2019
Fang-I Hsiao, Jui-Hsuan Kuo, Min Sun

* 10pages, 4 figures, NIPS 2018 workshop 

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HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation

Jan 12, 2019
Cheng Sun, Chi-Wei Hsiao, Min Sun, Hwann-Tzong Chen


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Joint Monocular 3D Vehicle Detection and Tracking

Dec 02, 2018
Hou-Ning Hu, Qi-Zhi Cai, Dequan Wang, Ji Lin, Min Sun, Philipp Krähenbühl, Trevor Darrell, Fisher Yu

* 14 pages, 11 figures. Fix table values misplacement and typos. All the results unchanged 

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DuLa-Net: A Dual-Projection Network for Estimating Room Layouts from a Single RGB Panorama

Nov 29, 2018
Shang-Ta Yang, Fu-En Wang, Chi-Han Peng, Peter Wonka, Min Sun, Hung-Kuo Chu


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InstaNAS: Instance-aware Neural Architecture Search

Nov 26, 2018
An-Chieh Cheng, Chieh Hubert Lin, Da-Cheng Juan, Wei Wei, Min Sun


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Self-Supervised Learning of Depth and Camera Motion from 360° Videos

Nov 13, 2018
Fu-En Wang, Hou-Ning Hu, Hsien-Tzu Cheng, Juan-Ting Lin, Shang-Ta Yang, Meng-Li Shih, Hung-Kuo Chu, Min Sun

* ACCV 2018 Oral 

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Unsupervised Stylish Image Description Generation via Domain Layer Norm

Sep 11, 2018
Cheng Kuan Chen, Zhu Feng Pan, Min Sun, Ming-Yu Liu


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Searching Toward Pareto-Optimal Device-Aware Neural Architectures

Aug 30, 2018
An-Chieh Cheng, Jin-Dong Dong, Chi-Hung Hsu, Shu-Huan Chang, Min Sun, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan

* ICCAD'18 Invited Paper 

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Liquid Pouring Monitoring via Rich Sensory Inputs

Aug 06, 2018
Tz-Ying Wu, Juan-Ting Lin, Tsun-Hsuang Wang, Chan-Wei Hu, Juan Carlos Niebles, Min Sun


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Leveraging Motion Priors in Videos for Improving Human Segmentation

Jul 30, 2018
Yu-Ting Chen, Wen-Yen Chang, Hai-Lun Lu, Tingfan Wu, Min Sun

* ECCV2018 

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Efficient Uncertainty Estimation for Semantic Segmentation in Videos

Jul 29, 2018
Po-Yu Huang, Wan-Ting Hsu, Chun-Yueh Chiu, Ting-Fan Wu, Min Sun

* 16 pages. ECCV 2018 

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DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures

Jul 25, 2018
Jin-Dong Dong, An-Chieh Cheng, Da-Cheng Juan, Wei Wei, Min Sun

* 13 pages 9 figures, ECCV 2018 Camera Ready 

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A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss

Jul 05, 2018
Wan-Ting Hsu, Chieh-Kai Lin, Ming-Ying Lee, Kerui Min, Jing Tang, Min Sun

* 9 pages, ACL 2018 oral. Project page: https://hsuwanting.github.io/unified_summ/. Code: https://github.com/HsuWanTing/unified-summarization 

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Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos

Jun 04, 2018
Hsien-Tzu Cheng, Chun-Hung Chao, Jin-Dong Dong, Hao-Kai Wen, Tyng-Luh Liu, Min Sun

* CVPR 2018 

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Omnidirectional CNN for Visual Place Recognition and Navigation

Mar 12, 2018
Tsun-Hsuan Wang, Hung-Jui Huang, Juan-Ting Lin, Chan-Wei Hu, Kuo-Hao Zeng, Min Sun

* 8 pages. 6 figures. Accepted to 2018 IEEE International Conference on Robotics and Automation (ICRA 2018) 

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Compatibility Family Learning for Item Recommendation and Generation

Dec 02, 2017
Yong-Siang Shih, Kai-Yueh Chang, Hsuan-Tien Lin, Min Sun

* 9 pages, accepted to AAAI 2018 

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Self-view Grounding Given a Narrated 360° Video

Nov 23, 2017
Shih-Han Chou, Yi-Chun Chen, Kuo-Hao Zeng, Hou-Ning Hu, Jianlong Fu, Min Sun


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Anticipating Daily Intention using On-Wrist Motion Triggered Sensing

Oct 20, 2017
Tz-Ying Wu, Ting-An Chien, Cheng-Sheng Chan, Chan-Wei Hu, Min Sun


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Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight

Oct 02, 2017
Yen-Chen Lin, Ming-Yu Liu, Min Sun, Jia-Bin Huang

* Project page: http://yclin.me/RL_attack_detection/ Code: https://github.com/yenchenlin/rl-attack-detection 

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Visual Forecasting by Imitating Dynamics in Natural Sequences

Aug 19, 2017
Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles

* 10 pages, 9 figures, accepted to ICCV 2017 

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