Publications
Google Scholar
Journal/Book Chapter
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Monocular Quasi-Dense 3D Object Tracking TPAMI, 2021 Hou-Ning Hu, Yung-Hsu Yang, Tobias Fischer, Trevor Darrell, Fisher Yu, and Min Sun [pdf] |
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360-DFPE: Leveraging Monocular 360-Layouts for Direct Floor Plan Estimation IEEE Robotics and Automation Letters RA-L Bolivar Solarte, Yueh-Cheng Liu, Chin-Hsuan Wu, Yi-Hsuan Tsai, Min Sun [pdf] [website] [code] |
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Semiconductor Defect Pattern Classification by Self-Proliferation-and-Attention Neural Network IEEE Transactions on Semiconductor Manufacturing Yuan Fu Yang, Min Sun [pdf] [code] |
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Semantic Highlight Retrieval and Term Prediction TIP, 2017 Min Sun, Kuo-Hao Zeng, Yen-Chen Lin, and Ali Farhadi [pdf] |
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Ranking Highlights in Personal Videos by Analyzing Edited Videos TIP, 2016 M. Sun, A. Farhadi, Tseng-Hung Chen, and S. Seitz [pdf] [tech] |
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Salient Montages from Unconstrained Videos TPAMI, 2016 M. Sun, A. Farhadi, B. Taskar, and S. Seitz [pdf] |
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Relating Things and Stuff via Object Property Interactions TPAMI, 2013 M. Sun, B. Kim, and S. Savarese [pdf] [project] [bibtex] |
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Object detection, shape recovery, and 3D modelling by depth-encoded hough voting CVIU, 2013 M. Sun, S. S. Kumar, G. Bradski, and S. Savarese [pdf] |
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Model-based object recognition Book Chapter, Encyclopedia of Computer Vision, Springer 2012 M. Sun and S. Savarese [link] |
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Object Detection using Geometrical Context Feedback IJCV, 2012 M. Sun, S. Ying-Ze Bao, and S. Savarese [pdf] |
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Toward coherent object detection and scene layout understanding (editor choice) IVC, 2012 S. Yingze Bao, M. Sun, S. Savarese [pdf] [bibtex] |
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Make3D: Learning 3-D Scene Structure from a Single Still Image TPAMI, 2008 Ashutosh Saxena, Min Sun, Andrew Y. Ng [pdf] |
Conference/Workshop
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ImGeoNet: Image-induced Geometry-aware Voxel Representation for Multi-view 3D Object Detection ICCV, 2023 Tao Tu, Shun-Po Chuang, Yu-Lun Liu, Cheng Sun, Ke Zhang, Donna Roy, Cheng-Hao Kuo, Min Sun [pdf] [website] |
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360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning NeurIPS, 2022 Bolivar Solarte*, Chin-Hsuan Wu*, Yueh-Cheng Liu, Yi-Hsuan Tsai, Min Sun [pdf] [website] [code] |
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Semiconductor Defect Detection by Hybrid Classical-Quantum Deep Learning CVPR, 2022 Yuan Fu Yang, Min Sun [pdf] [code] |
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Direct voxel grid optimization: Super-fast convergence for radiance fields reconstruction CVPR, 2022 Cheng Sun, Min Sun, Hwann-Tzong Chen [pdf] [website] [code] |
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Hybrid Quantum-Classical Machine Learning for Lithography Hotspot Detection 33rd Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC), 2022 YuanFu Yang, Min Sun [pdf] |
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CLA-NeRF: Category-Level Articulated Neural Radiance Field ICRA, 2022 Wei-Cheng Tseng, Hung-Ju Liao, Yen-Chen Lin, Min Sun [pdf] [website] |
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Learning 3D Dense Correspondence via Canonical Point Autoencoder NeurIPS, 2021 An-Chieh Cheng, Xueting Li, Min Sun, Ming-Hsuan Yang, Sifei Liu [pdf] [website] |
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Specialize and Fuse: Pyramid Output Representation for Semantic Segmentation ICCV, 2021 Chi-Wei Hsiao*, Cheng Sun*, Hwann-Tzong Chen, Min Sun (*indicate equal contribution) [pdf] |
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HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features CVPR, 2021 Cheng Sun, Min Sun, Hwann-Tzong Chen [pdf] [code] |
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Indoor Panorama Planar 3D Reconstruction via Divide and Conquer CVPR, 2021 Cheng Sun, Chi-Wei Hsiao, Ning-Hsu Wang , Min Sun, Hwann-Tzong Chen [pdf] [code] |
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LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering CVPR, 2021 Fu-En Wang*, Yu-Hsuan Yeh*, Min Sun, Wei-Chen Chiu, Yi-Hsuan Tsai (*indicate equal contribution) [pdf] [website] [code] |
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Robust 360-8PA: Redesigning The Normalized 8-point Algorithm for 360-FoV Images ICRA, 2021 Bolivar Solarte, Chin-Hsuan Wu, Kuan-Wei Lu, Yi-Hsuan Tsai, Wei-Chen Chiu, Min Sun [pdf] [website] [code] |
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Toward Robust Long Range Policy Transfer AAAI, 2021 Wei-Cheng Tseng, Jin-Siang Lin, Yao-Min Feng, Min Sun [pdf] |
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BiFuse: Monocular 360 Depth Estimation via Bi-Projection Fusion CVPR, 2020 Fu-En Wang*, Yu-Hsuan Yeh*, Min Sun, Wei-Chen Chiu, Yi-Hsuan Tsai (*indicate equal contribution) [pdf] [website] [code] |
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360SD-Net: 360°Stereo Depth Estimation with Learnable Cost Volume ICRA, 2020 Ning-Hsu Wang, Bolivar E. Solarte, Wei-Chen Chiu, Yi-Hsuan Tsai, Min Sun [pdf] [website] [code] |
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InstaNAS: Instance-aware Neural Architecture Search AAAI, 2020 An-Chieh Cheng*, Chieh Hubert Lin*, Da-Cheng Juan, Wei Wei, Min Sun (*indicate equal contribution) [pdf] |
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360-Indoor: Towards Learning Real-World Objects in 360° Indoor Equirectangular Images WACV, 2020 Shih-Han Chou, Cheng Sun, Wen-Yen Chang, Wan-Ting Hsu, Min Sun, Jianlong Fu. [pdf] [website] |
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QoS-aware Neural Architecture Search NeurIPS workshop, 2019 An-Chieh Cheng, Chieh Hubert Lin, Da-Cheng Juan, Wei Wei, Min Sun [pdf] |
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360SD-Net: 360°Stereo Depth Estimation with Learnable Cost Volume ICCV workshop, 2019 Ning-Hsu Wang, Bolivar E. Solarte, Wei-Chen Chiu, Yi-Hsuan Tsai, Min Sun |
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Joint Monocular 3D Detection and Tracking ICCV, 2019 Hou-Ning Hu, Qi-Zhi Cai, Dequan Wang, Ji Lin, Min Sun, Philipp Krähenbühl, Trevor Darrell, Fisher Yu. [code] |
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Point-to-Point Video Generation ICCV, 2019 Tsun-Hsuan Wang*, Yen-Chi Cheng*, Chieh Hubert Lin, Hwann-Tzong Chen, Min Sun (*indicate equal contribution) [pdf] [website] [code] |
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3D LiDAR and Stereo Fusion using Stereo Matching Network with Conditional Cost Volume Normalization IROS, 2019 Tsun-Hsuan Wang, Hou-Ning Hu, Chieh Hubert Lin, Yi-Hsuan Tsai, Wei-Chen Chiu, Min Sun [pdf] [website] [code] |
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DuLa-Net: A Dual-Projection Network for Estimating Room Layouts from a Single RGB Panorama CVPR, 2019 Shang-Ta Yang, Fu-En Wang, Chi-Han Peng, Peter Wonka, Min Sun, Hung-Kuo Chu [pdf] [website] |
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HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation CVPR, 2019 Cheng Sun, Chi-Wei Hsiao, Min Sun, Hwann-Tzong Chen [pdf] [website] [code] |
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Plug-and-Play: Improve Depth Estimation via Sparse Data Propagation ICRA, 2019 Tsun-Hsuan Wang, Fu-En Wang, Juan-Ting Lin, Yi-Hsuan Tsai, Wei-Chen Chiu, Min Sun [pdf] [website] |
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Unsupervised Stylish Image Description Generation via Domain Layer Norm AAAI, 2019 Cheng Kuan Chen*, Zhu Feng Pan*, Min Sun, Ming-Yu Liu (*indicate equal contribution) [pdf] |
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Leveraging Sequence Embedding and Convolutional Neural Network for Protein Function Prediction NeurIPS workshop, 2018 Wei-Cheng Tseng, Po-Han Chi, Jia-Hua Wu, Min Sun |
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Learning a Multi-Modal Policy via Imitating Demonstrations with Mixed Behaviors NeurIPS workshop, 2018 Fang-I Hsiao, Jui-Hsuan Kuo, Min Sun [pdf] |
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Radiotherapy Target Contouring with Convolutional Gated Graph Neural Network NeurIPS ML4H Workshop Spotlight, 2018 Chun-Hung Chao, Yen-Chi Cheng, Hsien-Tzu Cheng, Chi-Wen Huang, Tsung-Ying Ho, Chen-Kan Tseng, Le Lu, Min Sun |
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Self-Supervised Learning of Depth and Camera Motion from 360° Videos ACCV, 2018 Fu-En Wang*, Hou-Ning Hu*, Hsien-Tzu Cheng*, Juan-Ting Lin, Shang-Ta Yang, Meng-Li Shih, Hung-Kuo Chu, Min Sun (*indicate equal contribution) [pdf] [website] |
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Searching Toward Pareto-optimal Device-aware Neural Architectures ICCAD, 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 [pdf] |
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Liquid Pouring Monitoring via Rich Sensory Inputs ECCV, 2018 Tz-Ying Wu*, Juan-Ting Lin*, Tsun-Hsuang Wang, Chan-Wei Hu, Juan Carlos Niebles, Min Sun (*indicate equal contribution) [pdf] [website] |
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Leveraging Motion Priors in Videos for Improving Human Segmentation ECCV, 2018 Yu-Ting Chen, Wen-Yen Chang, Hai-Lun Lu, Tingfan Wu, Min Sun [pdf] [website] |
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Efficient Uncertainty Estimation for Semantic Segmentation in Videos ECCV, 2018 Po-Yu Huang, Wan-Ting Hsu, Chun-Yueh Chiu, Ting-Fan Wu, Min Sun [pdf] [website] |
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DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures ECCV, 2018 Jin-Dong Dong, An-Chieh Cheng, Da-Cheng Juan, Wei Wei, Min Sun [pdf] [website] |
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A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss ACL Oral, 2018 Wan-Ting Hsu, Chieh-Kai Lin, Ming-Ying Lee, Kerui Min, Jing Tang, Min Sun [pdf] [website] [code] |
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PPP-Net: Platform-aware Progressive Search for Pareto-optimal Neural Architectures ICLR workshop, 2018 Jin-Dong Dong, An-Chieh Cheng, Da-Cheng Juan, Wei Wei, Min Sun [pdf] [openreview] |
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Omnidirectional CNN for Visual Place Recognition and Navigation ICRA, 2018 Tsun-Hsuan Wang*, Hung-Jui Huang*, Juan-Ting Lin, Chan-Wei Hu, Kua-Hao Zeng, Min Sun (*indicate equal contribution) [pdf] [website] |
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Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos CVPR, 2018 Hsien-Tzu Cheng, Chun-Hung Chao, Jin-Dong Dong, Hao-Kai Wen, Tyng-Luh Liu, Min Sun [pdf] [website] |
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Self-view Grounding Given a Narrated 360° Video. AAAI, 2018 Shih-Han Chou, Yi-Chun Chen, Kuo-Hao Zeng, Hou-Ning Hu, Jianlong Fu, Min Sun [pdf] [website] |
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Visual Forecasting by Imitating Dynamics in Natural Sequences. ICCV Spotlight, 2017 Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles [pdf] |
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Anticipating Daily Intention using On-Wrist Motion Triggered Sensing. ICCV Spotlight, 2017 Tz-Ying Wu*, Ting-An Chien*, Cheng-Sheng Chan, Chan-Wei Hu, Min Sun (*indicate equal contribution) [pdf] [website] |
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No More Discrimination: Cross City Adaptation of Road Scene Segmenters ICCV, 2017 Yi-Hsin Chen, Wei-Yu Chen, Yu-Ting Chen, Bo-Cheng Tsai, Yu-Chiang Frank Wang, Min Sun [pdf] [website] [dataset] |
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Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner. ICCV, 2017 Tseng-Hung Chen, Yuan-Hong Liao, Ching-Yao Chuang, Wan-Ting Hsu, Jianlong Fu and Min Sun [pdf] [website] [code] |
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Tactics of Adversarial Attack on Deep Reinforcement Learning Agent. IJCAI, 2017 Yen-Chen Lin, Zhang-Wei Hong, Yuan-Hong Liao, Meng-Li Shih, Ming-Yu Liu and Min Sun [pdf] [website] |
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Tactics of Adversarial Attack on Deep Reinforcement Learning Agent. ICLR Workshop, 2017 Yen-Chen Lin, Zhang-Wei Hong, Yuan-Hong Liao, Meng-Li Shih, Ming-Yu Liu and Min Sun [pdf] [website] |
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Agent-centric Risk Assessment: Accident Anticipation and Risky Region Localization. CVPR Spotlight, 2017 Kuo-Hao Zeng, Shih-Han Chou, Fu-Hsiang Chan, Juan Carlos Niebles and Min Sun [pdf] [website] |
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Deep 360 Pilot: Learning a Deep Agent for Piloting through 360° Sports Videos. CVPR Oral, 2017 Hou-Ning Hu*, Yen-Chen Lin*, Ming-Yu Liu, Hsien-Tzu Cheng, Yung-Ju Chang and Min Sun (*indicate equal contribution) [pdf] [website] |
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Tell Me Where to Look: Investigating Ways for Assisting Focus in 360° Video. CHI, 2017 [acceptance rate: ---/2424=~25%] Yen-Chen Lin, Yung-Ju Chang, Hou-Ning Hu, Hsien-Tzu Cheng, Chi-Wen Huang, and Min Sun [pdf] [website] |
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Leveraging Video Descriptions to Learn Video Question Answering. AAAI, 2017 [acceptance rate: 638/2590=24.6%] Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang, Yuan-Hong Liao, Juan Carlos Niebles and Min Sun [pdf] [website] |
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Anticipating Accidents in Dashcam Videos. ACCV, 2016 (Oral) [oral acceptance rate:33/590=5.6%] Fu-Hsiang Chan, Yu-Ting Chen, Yu Xiang, Min Sun [pdf] [website] [code] |
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Title Generation for User Generated Videos. ECCV, 2016 [acceptance rate: 415/1561=26.6%] Kuo-Hao Zeng, Tseng-Hung Chen, Juan Carlos Niebles, Min Sun [pdf] [video] [website] |
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Semantic Highlight Retrieval. ICIP, 2016 Kuo-Hao Zeng, Yen-Chen Lin, Ali Farhadi, Min Sun [pdf] |
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Proactive sensing for improving hand pose estimation. CHI, 2016 [acceptance rate: 565/2435=23.2%] Dun-Yu Hsiao, M. Sun, C. Ballweber, S. Cooper, and Z Popović. [pdf] [YouTube] |
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Recognition from Hand Cameras: A Revisit with Deep Learning. ECCV, 2016 [acceptance rate: 415/1561=26.6%] Cheng-Sheng Chan, Shou-Zhong Chen, Pei-Xuan Xie, Chiung-Chih Chang, Min Sun [pdf] [website] |
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Ranking Domain-specific Highlights by Analyzing Edited Videos ECCV, 2014 M. Sun, A. Farhadi, and S. Seitz [pdf] [tech] [project] |
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Salient Montages from Unconstrained Videos ECCV, 2014 M. Sun, A. Farhadi, B. Taskar, and S. Seitz [pdf] [tech] [project] |
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Find the Best Path: an Efficient and Accurate Classifier for Image Hierarchies ICCV, 2013 M. Sun, W. Huang, and S. Savarese [pdf] |
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Learning Hierarchical Linguistic Descriptions of Visual Datasets NAACL-HLT Workshop on Vision and Language, 2013 R. Mittelman, M. Sun, B. Kuipers, and S. Savarese [pdf] [bibtex] |
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Relating Things and Stuff by High-Order Potential Modeling ECCV 2012 Workshop on Higher-Order Models and Global Constraints in Computer Vision (HiPot), 2012 M. Sun, B. Kim, P. Kohli, and S. Savarese [pdf] [project] [bibtex] |
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An Efficient Branch-and-Bound Algorithm for Optimal Human Pose Estimation CVPR, 2012 M. Sun, M. Telaprolu, H. Lee, and S. Savarese [pdf] [project] [bibtex] |
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Conditional regression forests for human pose estimation CVPR, 2012 M. Sun, P. Kohli, and J. Shotton [pdf] |
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Mobile Object Detection through Client-Server based Vote Transfer CVPR, 2012 S. Kumar, M. Sun, and S. Savarese [pdf] [bibtex] |
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Efficient and Exact MAP Inference using Branch and Bound AISTATS, 2012 M. Sun, M. Telaprolu, H. Lee, and S. Savarese [pdf] [project] [bibtex] |
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Articulated Part-based Model for Joint Object Detection and Pose Estimation ICCV, 2011 M. Sun and S. Savarese [pdf] [supplementary material] [bibtex] |
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Toward Automatic 3D Generic Object Modeling from One Single Image 3DIM-PVT, 2011 M. Sun, S. Kumar, G. Bradsky, and S. Savarese [pdf] |
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Object Detection with Geometrical Context Feedback Loop (oral) BMVC, 2010 M. Sun, S. Ying-Ze Bao, and S. Savarese [pdf] [bibtex] |
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Depth-Encoded Hough Voting for Joint Object Detection and Shape Recovery ECCV, 2010 M. Sun, G. Bradsky, B. Xu, and S. Savarese [pdf] [bibtex] |
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Toward Coherent Object Detection And Scene Layout Understanding CVPR, 2010 S.Yingze Bao, M. Sun, and S. Savarese [pdf] [bibtex] |
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Learning a dense multi-view representation for detection, viewpoint classification and synthesis of object categories (oral) ICCV, 2009 M. Sun, H. Su, Silvio Savarese, L. Fei-Fei [pdf] [bibtex] |
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A Multi-View Probabilistic Model for 3D Object Classes CVPR, 2009 M. Sun, H. Su, Silvio Savarese, L. Fei-Fei [pdf] [bibtex] |
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Unsupervised Object Pose Classification from Short Video Sequences BMVC, 2009 L. Mei, M. Sun, K.M. Carter, A.O. Hero III, S. Savarese [pdf] [bibtex] |