Publications

 


  • Weakly But Deeply Supervised Occlusion-Reasoned Parametric Layouts

    arXiv
    https://arxiv.org/pdf/2104.06730.pdf

    Buyu Liu, Bingbing Zhuang, Manmohan Chandraker
    04/14/2021
  • Divide-and-Conquer for Lane-Aware Diverse Trajectory Prediction

    arXiv
    https://arxiv.org/pdf/2104.08277v1.pdf

    Sriram N N, Ramin Moslemi, Francesco Pittaluga, Buyu Liu, Manmohan Chandraker
    03/31/2021
  • Fusing the Old with the New: Learning Relative Pose with Geometry-Guided Uncertainty

    arXiv
    https://arxiv.org/pdf/2104.08278.pdf

    Bingbing Zhuang, Manmohan Chandraker
    03/31/2021
  • Set Augmented Triplet Loss for Video Person Re-Identification

    WACV 2021, Virtual
    pp. 1- 10, 2021

    Pengfei Fang, Pan Ji, Lars Petersson, Mehrtash Harandi
    01/05/2021
  • Cross-Modality 3D Object Detection

    WACV 2021, Virtual
    pp. 1-10, 2021

    Ming Zhu, Chao Ma, Pan Ji, Xiaokang Yang
    01/05/2021
  • Video Pedestrian Retrieval by Channel Recurrent Attention Networks

    ACCV 2020, Kyoto, Japan
    pp. 1-20, 2020

    Pengfei Fang, Pan Ji, Jieming Zhou, Lars Petersson, Mehrtash T. Harandi
    11/30/2020
  • Uncertainty-Aware Physically-Guided Proxy Tasks for Unseen Domain Face Anti-spoofing

    arXiv
    https://arxiv.org/pdf/2011.14054.pdf

    Junru Wu, Xiang Yu, Buyu Liu, Atlas Wang, Manmohan Chandraker
    11/20/2020
  • Voting-Based Approaches For Differentially Private Federated Learning

    arXiv
    https://arxiv.org/abs/2010.04851

    Yuqing Zhu , Xiang Yu, Yi-Hsuan Tsai, Francesco Pittaluga, Masoud Faraki, Manmohan Chandraker, Yu-Xiang Wang
    10/06/2020
  • Adaptation Across Extreme Variations using Unlabeled Bridges

    BMVC’20, Manchester, UK
    pp. 1-13, 2020

    Shuyang Dai , Kihyuk Sohn , Yi-Hsuan Tsai , Lawrence Carin, Manmohan Chandraker
    09/07/2020
  • Pseudo RGB-D for Self-Improving Monocular SLAM and Depth Prediction

    ECCV 2020 - The 16th European Conference on Computer Vision, Glasgow, UK
    https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123560426.pdf

    Lokender Tiwari, Pan Ji, Quoc-Huy Tran, Bingbing Zhuang, Saket Anand, Manmohan Chandraker
    08/28/2020
  • Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling

    ECCV 2020 - The 16th European Conference on Computer Vision, Glasgow, UK
    https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123590698.pdf

    Yuliang Zou, Pan Ji, Quoc-Huy Tran, Jia-Bin Huang, Manmohan Chandraker
    08/23/2020
  • Object Detection with a Unified Label Space from Multiple Datasets

    ECCV 2020 - The 16th European Conference on Computer Vision, Glasgow, UK
    https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123590171.pdf

    Xiangyun Zhao, Samuel Schulter, Gaurav Sharma, Yi-Hsuan Tsai, Manmohan Chandraker, Ying Wu
    08/23/2020
  • Domain Adaptive Semantic Segmentation using Weak Labels

    ECCV 2020 - The 16th European Conference on Computer Vision, Glasgow, UK
    https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123540545.pdf

    Sujoy Paul, Yi-Hsuan Tsai, Samuel Schulter, Amit K. Roy-Chowdhury, Manmohan Chandraker
    08/23/2020
  • SMART: Simultaneous Multi-Agent Recurrent Trajectory Prediction

    ECCV 2020 - The 16th European Conference on Computer Vision, Glasgow, UK
    https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123720460.pdf

    Sriram N N, Buyu Liu, Francesco Pittaluga, Manmohan Chandraker
    08/23/2020
  • Learning to Optimize Domain Specific Normalization for Domain Generalization

    ECCV 2020 - The 16th European Conference on Computer Vision, Glasgow, UK
    https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123670069.pdf

    Seonguk Seo, Yumin Suh, Dongwan Kim, Geeho Kim, Jongwoo Han, Bohyung Han
    08/23/2020
  • Shuffle and Attend: Video Domain Adaptation

    ECCV 2020 - The 16th European Conference on Computer Vision, Glasgow, UK
    https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123570664.pdf

    Jinwoo Choi, Gaurav Sharma, Samuel Schulter, Jia-Bin Huang
    08/23/2020
  • Image Stitching and Rectification for Hand-Held Cameras

    ECCV 2020 - The 16th European Conference on Computer Vision, Glasgow, UK
    https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123520239.pdf

    Bingbing Zhuang, Quoc-Huy Tran
    08/23/2020
  • Improving Face Recognition by Clustering Unlabeled Faces in the Wild

    ECCV 2020 - The 16th European Conference on Computer Vision, Glasgow, UK
    https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123690120.pdf

    Aruni RoyChowdhury, Xiang Yu, Kihyuk Sohn, Erik Learned-Miller, Manmohan Chandraker
    08/23/2020
  • Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling

    arXiv
    https://arxiv.org/abs/2007.10983

    Yuliang Zou, Pan Ji, Quoc-Huy Tran, Jia-Bin Huang, Manmohan Chandraker
    07/21/2020
  • Improving Face Recognition by Clustering Unlabeled Faces in the Wild

    arXiv
    https://arxiv.org/abs/2007.06995

    Aruni RoyChowdhury, Xiang Yu, Kihyuk Sohn, Eric Miller, Manmohan Chandraker
    07/10/2020
  • Peek-a-boo: Occlusion Reasoning in Indoor Scenes with Plane Representations

    CVPR 2020
    pp 113-121, 2020

    Ziyu Jiang, Buyu Liu, Samuel Schulter, Zhangyang Wang, Manmohan Chandraker
    06/16/2020
  • Private-kNN Practical Differential Privacy for Computer Vision

    CVPR 2020
    pp 11854-11862, 2020

    Yuqing Zhu, Xiang Yu, Manmohan Chandraker, Yu-Xiang Wang
    06/16/2020
  • Towards Universal Representation Learning for Deep Face Recognition

    CVPR 2020
    pp 6817-6826, 2020

    Yichun Shi, Xiang Yu, Kihyuk Sohn, Manmohan Chandraker, Anil K. Jain
    06/16/2020
  • Understanding Road Layout from Videos as a Whole

    CVPR 2020
    pp 4414-4423, 2020

    Buyu Liu, Bingbing Zhuang, Samuel Schulter, Pan Ji, Manmohan Chandraker
    06/16/2020
  • Pseudo RGB-D for Self-Improving Monocular SLAM and Depth Prediction

    arXiv
    https://arxiv.org/abs/2004.10681v1

    Lokender Tiwari, Pan Ji, Quoc-Huy Tran, Bingbing Zhuang, Saket Anand, Manmohan Chandraker
    04/22/2020
  • SMART: Simultaneous Multi-Agent Recurrent Trajectory prediction

    arXiv
    https://arxiv.org/abs/2007.13078

    Sriram N N, Buyu Liu, Francesco Pittaluga, Manmohan Chandraker
    03/06/2020
  • Video Person Re-Identification using Learned Clip Similarity Aggregation

    WACV 2020, Snowmass Village, CO USA
    pp 2644-2653, 2020

    Neeraj Matiyali , Gaurav Sharma
    03/02/2020
  • Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zero-shot Classification and Retrieval of Videos

    WACV 2020, Snowmass Village, CO USA
    pp 3240-3249, 2020

    Kranti Kumar Parida , Neeraj Matiyali, Tanaya Guha , Gaurav Sharma
    03/02/2020
  • DAVID: Dual-Attentional Video Deblurring

    WACV 2020, Snowmass Village, CO USA
    pp 2365-2374, 2020

    Junru Wu, Xiang Yu, Manmohan Chandraker, Zhangyang Wang, Ding Liu
    03/02/2020
  • Active Adversarial Domain Adaptation

    WACV 2020, Snowmass Village, CO USA
    pp 728-737, 2020

    Jong-Chyi Su, Yi-Hsuan Tsai, Kihyuk Sohn, Buyu Liu, Subhransu Maji, Manmohan Chandraker
    03/02/2020
  • Unsupervised and Semi-Supervised Domain Adaptation for Action Recognition from Drones

    WACV 2020, Snowmass Village, CO USA
    pp 1706-1715, 2020

    Jinwoo Choi, Gaurav Sharma, Manmohan Chandraker, Jia-Bin Huang
    03/02/2020
  • Adversarial Learning of Privacy-Preserving and Task-Oriented Representations

    AAAI 2020, New York, New York USA
    pp 12434-12441, 2020

    Taihong Xiao, Yi-Hsuan Tsai, Kihyuk Sohn, Manmohan Chandraker, Ming-Hsuan Yang
    02/07/2020
  • DAVID: Dual-Attentional Video Deblurring

    arXiv
    https://arxiv.org/abs/1912.03445v1

    Junru Wu, Xiang Yu, Ding Liu, Manmohan Chandraker, Zhangyang Wang
    12/07/2019
  • Learning 2D to 3D Lifting for Object Detection in 3D for Autonomous Vehicles

    IROS 2019, The Venetian Macao, Macau, China
    pp 4504-4511, 2019

    Siddharth Srivastava , Frederic Jurie , Gaurav Sharma
    11/03/2019
  • Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLAM

    IROS 2019, The Venetian Macao, Macau, China
    pp 3766-3773, 2019

    Bingbing Zhuang, Quoc-Huy Tran, Loong Fah Cheong, Manmohan Chandraker
    11/03/2019
  • Domain Adaptation for Structured Output via Discriminative Patch Representations

    ICCV 2019 - International Conference on Computer Vision 2019, Seoul, Korea
    pp 1456-1465

    Yi-Hsuan Tsai, Kihyuk Sohn, Samuel Schulter, Manmohan Chandraker
    10/27/2019
  • GLoSH: Global-Local Spherical Harmonics for Intrinsic Image Decomposition

    ICCV 2019 - International Conference on Computer Vision 2019, Seoul, Korea
    pp 7819-7828, 2019

    Hao Zhou, Xiang Yu, David Jacobs
    10/27/2019
  • Video Person Re-Identification using Learned Clip Similarity Aggregation

    arXiv
    https://arxiv.org/abs/1910.08055

    Neeraj Matiyali, Gaurav Sharma
    10/14/2019
  • Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos

    arXiv
    https://arxiv.org/abs/1910.08732

    Kranti Kumar Parida, Neeraj Matiyali, Tanaya Guha, Gaurav Sharma
    10/11/2019
  • Deep Supervision with Intermediate Concepts

    IEEE Transactions on Pattern Analysis and Machine Intelligence
    Vol. 41, No. 8, pp 1828-1843, 2019

    Chi Li, M. Zeeshan Zia, Quoc-Huy Tran, Xiang Yu, Gregory D. Hager, Manmohan Chandraker
    08/01/2019
  • Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLAM

    arXiv
    https://arxiv.org/abs/1907.13185

    Bingbing Zhuang, Quoc-Huy Tran, Pan Ji, Gim Hee Lee, Loong Fah Cheong, Manmohan Chandraker
    07/29/2019
  • Pose-variant 3D Facial Attribute Generation

    arXiv
    https://arxiv.org/abs/1907.10202

    Feng-Ju Chang, Xiang Yu, Ram Nevatia, Manmohan Chandraker
    07/23/2019
  • A Dataset for High-level 3D Scene Understanding of Complex Road Scenes in the Top-View

    Proceedings of CVPR 2019 Workshop on 3D Scene Understanding for Vision, Graphics, and Robotics
    pp. 1-4, 2019

    Ziyan Wang, Buyu Liu, Samuel Schulter, Manmohan Chandraker
    06/17/2019
  • A Parametric Top-View Representation of Complex Road Scenes

    IEEE Computer Vision and Pattern Recognition (CVPR 2019)
    pp. 10325-10333

    Ziyan Wang , Buyu Liu, Samuel Schulter, Manmohan Chandraker
    06/16/2019
  • Feature Transfer Learning for Face Recognition with Under-Represented Data

    IEEE Computer Vision and Pattern Recognition (CVPR 2019)
    pp. 5704-5713, 2019

    Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker
    06/16/2019
  • Gotta Adapt ’Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild

    IEEE Computer Vision and Pattern Recognition (CVPR 2019)
    pp. 2672-2681, 2019

    Luan Tran, Kihyuk Sohn, Xiang Yu, Xiaoming Liu, Manmohan Chandraker
    06/16/2019
  • Unsupervised Domain Adaptation for Distance Metric Learning

    Proceedings of CVPR 2019 Workshop on 3D Scene Understanding for Vision, Graphics, and Robotics
    pp. 1-18, 2019

    Kihyuk Sohn, Wenling Shang, Xiang Yu, Manmohan Chandraker
    06/16/2019
  • Structure-And-Motion-Aware Rolling Shutter Correction

    IEEE Computer Vision and Pattern Recognition (CVPR 2019)
    pp. 4551-4560, 2019

    Bingbing Zhuang, Quoc-Huy Tran, Pan Ji, Loong Fah Cheong, Manmohan Chandraker
    06/16/2019
  • Neural Collaborative Subspace Clustering

    International Conference on Machine Learning, ICML 2019, Long Beach, CA USA
    pp 1-10, 2019

    Tong Zhang, Pan Ji, Mehrtash Harandi, Wenbing Huang, Hongdong Li
    06/09/2019
  • Learning To Simulate

    Seventh International Conference on Learning Representations (ICLR 2019)
    pp. 1-12, 2019

    Nataniel Ruiz, Samuel Schulter, Manmohan Chandraker
    05/06/2019
  • Unsupervised Domain Adaptation for Distance Metric Learning

    Seventh International Conference on Learning Representations (ICLR 2019)
    pp. 1-18, 2019

    Kihyuk Sohn, Wenling Shang, Xiang Yu, Manmohan Chandraker
    05/06/2019
  • Learning 2D to 3D Lifting for Object Detection in 3D for Autonomous Vehicles

    arXiv
    https://arxiv.org/abs/1904.08494

    Siddharth Srivastava , Frederic Jurie , Gaurav Sharma
    04/23/2019
  • Active Adversarial Domain Adaptation

    arXiv
    https://arxiv.org/abs/1904.07848v1

    Jong-Chyi Su, Yi-Hsuan Tsai, Kihyuk Sohn, Buyu Liu, Subhransu Maji, Manmohan Chandraker
    04/16/2019
  • Attentive Conditional Channel-Recurrent Autoencoding for Attribute-Conditioned Face Synthesis

    Winter Conference on Applications of Computer Vision (WACV) 2019, Waikoloa Village, Hawaii USA
    pp 1533-1542, 2019

    Wenling Shang, Kihyuk Sohn
    01/08/2019
  • Memory Warps for Long-Term Online Video Representations and Anticipation

    Winter Conference on Applications of Computer Vision (WACV) 2019, Waikoloa Village, Hawaii USA
    pp 1156-1165, 2019

    Tuan-Hung Vu, Wongun Choi, Samuel Schulter, Manmohan Chandraker
    01/08/2019
  • Unseen Object Segmentation in Videos via Transferable Representations

    ACCV 2018
    pp 615-631, 2019

    Yi-Wen Chen , Yi-Hsuan Tsai, Chu-Ya Yang , Yen-Yu Lin , Ming-Hsuan Yang
    12/02/2018
  • Scalable Deep k-Subspace Clustering

    ACCV 2018, Perth, Australia
    pp 466-481, 2019

    Tong Zhang, Pan Ji, Mehrtash Harandi, Richard Hartley, Ian Reid
    12/02/2018
  • Learning Gibbs-Regularized Pushforward Density Estimators with a Symmetric KL Objective

    BayLearn Symposium 2018, Menlo Park, CA USA
    PP 1-3, 2018

    Nicholas Rhinehart, Anqi Liu, Kihyuk Sohn, Paul Vernaza
    10/11/2018
  • Unsupervised Cross Domain Distance Metric Adaptation with Feature Transfer Network

    BayLearn Symposium 2018, Menlo Park, CA USA
    pp 1-13, 2018

    Kihyuk Sohn, Wenling Shang, Xiang Yu, Manmohan Chandraker
    10/11/2018
  • Deep Supervision with Intermediate Concepts

    BayLearn Symposium 2018, Menlo Park, CA USA
    pp 1-3, 2018

    Chi Li, M. Zeeshan Zia, Quoc-Huy Tran, Xiang Yu, Gregory Hager, Manmohan Chandraker
    10/11/2018
  • LEARNING TO SIMULATE

    arXiv
    https://arxiv.org/abs/1810.02513v1

    Nataniel Ruiz, Samuel Schulter, Manmohan Chandraker
    10/05/2018
  • Learning to Look around Objects for Top-View Representations of Outdoor Scenes

    European Conference on Computer Vision - ECCV 2018, Munich, Germany
    pp 815-831, 2018

    Samuel Schulter, Menghua Zhai, Nathan Jacobs, Manmohan Chandraker
    09/08/2018
  • R2P2: A ReparameteRized Pushforward Policy for Diverse, Precise Generative Path Forecasting

    European Conference on Computer Vision - ECCV 2018, Munich, Germany
    pp 794-811, 2018

    Nicholas Rhinehart, Kris M. Kitani, Paul Vernaza
    09/08/2018
  • Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences

    European Conference on Computer Vision - ECCV 2018, Munich, Germany
    pp 832-850, 2018

    Mohammed E. Fathy, Quoc-Huy Tran, M. Zeeshan Zia, Paul Vernaza, Manmohan Chandraker
    09/08/2018
  • Zero-Shot Object Detection

    European Conference on Computer Vision - ECCV 2018, Munich, Germany
    pp 397-141, 2018

    Ankan Bansal, Karan Sikka , Gaurav Sharma , Rama Chellappa , Ajay Divakaran
    09/08/2018
  • Learning to Adapt Structured Output Space for Semantic Segmentation

    Conference on Computer Vision and Pattern Recognition (CVPR) 2018, Salt Lake City, UT USA
    pp 7472-7481

    Yi-Hsuan Tsai, Wei-Chih Hung, Samuel Schulter, Kihyuk Sohn, Ming-Hsuan Yang, Manmohan Chandraker
    06/18/2018
  • Fast and Accurate Online Video Object Segmentation via Tracking Parts

    Conference on Computer Vision and Pattern Recognition (CVPR) 2018, Salt Lake City, UT USA
    pp 7415-7424, 2018

    Jingchun Cheng, Yi-Hsuan Tsai, Wei-Chih Hung, Shengjin Wang, Ming-Hsuan Yang
    06/18/2018
  • Zero-Shot Object Detection

    arXiv
    https://arxiv.org/abs/1804.04340v1

    Ankan Bansal, Karan Sikka, Gaurav Sharma, Rama Chellappa, Ajay Divakaran
    04/12/2018
  • Memory Warps for Learning Long-Term Online Video Representations

    arXiv
    https://arxiv.org/abs/1803.10861v1

    Tuan-Hung Vu, Wongun Choi, Samuel Schulter, Manmohan Chandraker
    03/28/2018
  • Learning to Look around Objects for Top-View Representations of Outdoor Scenes

    arXiv
    https://arxiv.org/abs/1803.10870v1

    Samuel Schulter, Menghua Zhai, Nathan Jacobs, Manmohan Chandraker
    03/28/2018
  • Feature Transfer Learning for Deep Face Recognition with Long-Tail Data

    arXiv
    https://arxiv.org/abs/1803.09014v1

    Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker
    03/23/2018
  • Channel-Recurrent Autoencoding for Image Modeling

    WACV 2018, Lake Tahoe, Nevada USA
    pp 1195-1204, 2018

    Wenling Shang , Kihyuk Sohn , Yuandong Tian
    03/14/2018
  • SVBRDF-Invariant Shape and Reflectance Estimation from a Light-Field Camera

    IEEE Transactions on Pattern Analysis and Machine Intelligence
    Vol. 40, No. 3, pp 740-754

    Ting-Chun Wang, Manmohan Chandraker, Alexei A. Efros, Ravi Ramamoorthi
    02/22/2018
  • Joint Pixel and Feature-level Domain Adaptation in the Wild

    arXiv
    https://arxiv.org/abs/1803.00068v1

    Luan Tran, Kihyuk Sohn, Xiang Yu, Xiaoming Liu, Manmohan Chandraker
    02/05/2018
  • Learning random-walk label propagation for weakly-supervised semantic segmentation

    arXiv
    https://arxiv.org/abs/1802.00470v1

    Paul Vernaza, Manmohan Chandraker
    02/01/2018
  • Deep Supervision with Intermediate Concepts

    arXiv
    https://arxiv.org/abs/1801.03399v1

    Chi Li, M. Zeeshan Zia, Quoc-Huy Tran, Xiang Yu, Gregory D. Hager, Manmohan Chandraker
    01/08/2018
  • Learning Efficient Object Detection Models with Knowledge Distillation

    NIPS 2017, Long Beach, CA USA
    pp 1-10, 2017

    Guobin Chen, Wongun Choi, Xiang Yu, Tony Han, Manmohan Chandraker
    12/04/2017
  • Towards Large-Pose Face Frontalization in the Wild

    ICCV 2017, Venice, Italy
    pp 3990-3999, 2017

    Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker
    10/22/2017
  • Reconstruction-Based Disentanglement for Pose-invariant Face Recognition

    ICCV 2017, Venice, Italy
    pp 1623-1632, 2017

    Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas, Manmohan Chandraker
    10/22/2017
  • Scene Parsing with Global Context Embedding

    ICCV 2017, Venice, Italy
    pp 2631-2639, 2017

    Wei-Chih Hung, Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang
    10/22/2017
  • Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos

    ICCV 2017, Venice, Italy
    pp 3210-3218, 2017

    Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang, Manmohan Chandraker
    10/22/2017
  • SegFlow: Joint Learning for Video Object Segmentation and Optical Flow

    ICCV 2017, Venice, Italy
    pp 686-695, 2017

    Jingchun Cheng, Yi-Hsuan Tsai, Shengjin Wang, Ming-Hsuan Yang
    10/22/2017
  • Deep Network Flow for Multi-Object Tracking

    CVPR 2017, Honolulu Hawaii USA
    pp 6951-6960, 2017

    Samuel Schulter, Paul Vernaza, Wongun Choi, Manmohan Chandraker
    07/21/2017
  • Learning random-walk label propagation for weakly-supervised semantic segmentation

    CVPR 2017, Honolulu, Hawaii USA
    pp 7158-7166, 2017

    Paul Vernaza, Manmohan Chandraker
    07/21/2017
  • DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

    CVPR 2017, Honolulu, Hawaii USA
    pp 336-345

    Namhoon Lee, Wongun Choi, Paul Vernaza, Christopher B. Choy, Philip H. S. Torr, Manmohan Chandraker
    07/21/2017
  • Deep Supervision with Shape Concepts for Occlusion-Aware 3D Object Parsing

    CVPR 2017, Honolulu, Hawaii USA
    pp 5465-5474, 2017

    Chi Li, Zeeshan Zia, Quoc-Huy Tran, Xiang Yu, Gregory D. Hager, Manmohan Chandraker
    07/21/2017
  • Deep Network Flow for Multi-Object Tracking

    arXiv
    https://arxiv.org/abs/1706.08482v1

    Samuel Schulter, Paul Vernaza, Wongun Choi , Manmohan Chandraker
    06/26/2017
  • Towards Large-Pose Face Frontalization in the Wild

    arXiv
    https://arxiv.org/abs/1704.06244v2

    Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker
    04/21/2017
  • DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

    arXiv
    https://arxiv.org/abs/1704.04394v1

    Namhoon Lee, Wongun Choi, Paul Vernaza, Christopher B. Choy, Philip H. S. Torr, Manmohan Chandraker
    04/14/2017
  • Reconstruction for Feature Disentanglement in Pose-invariant Face Recognition

    arXiv
    https://arxiv.org/abs/1702.03041v1

    Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris Metaxas, Manmohan Chandraker
    02/10/2017
  • Exploring Normalization in Deep Residual Networks with Concatenated Rectified Linear Units

    AAAI-17 Thirty-First AAAI Conference on Artificial Intelligence, San Francisco, California USA
    pp 1509-1516, 2017

    Wenling Shang , Justin Chiu , Kihyuk Sohn
    02/04/2017
  • Improved Deep Metric Learning with Multi-class N-pair Loss Objective

    Proceedings of NIPS 2016, Barcelona SPAIN
    pp 1-9, 2016

    Kihyuk Sohn
    12/05/2016
  • Universal Correspondence Network

    Proceedings of NIPS 2016, Barcelona, SPAIN
    pp 1-9, 2016

    Christopher B. Choy, JunYoung Gwak, Silvio Savarese, Manmohan Chandraker
    12/05/2016
  • Attribute2Image: Conditional Image Generation from Visual Attributes

    Proceedings of The 14th European Conference on Computer Vision (ECCV 2016)
    pp. 776-791, 2016

    Xinchen Yan, Jimei Yang, Kihyuk Sohn, Honglak Lee
    10/11/2016
  • A 4D Light-Field Dataset and CNN Architectures for Material Recognition

    Proceedings of The 14th European Conference on Computer Vision (ECCV 2016)
    pp. 121-138, 2016

    Ting-Chun Wang, Jun-Yan Zhu, Ebi Hiroaki, Manmohan Chandraker, Alexei Efros, Ravi Ramamoorthi
    10/11/2016
  • Deep Deformation Network for Object Landmark Localization

    Proceedings of The 14th European Conference on Computer Vision (ECCV 2016)
    pp. 52-70, 2016

    Xiang Yu, Feng Zhou, Manmohan Chandraker
    10/08/2016
  • Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop

    Proceedings of IEEE CVPR 2016, Las Vegas, NV USA
    pp. 1153-1162, 2016

    Yin Cui, Feng Zhou, Yuanqing Lin, Serge Belongie
    06/27/2016
  • Embedding Label Structures for Fine-Grained Feature Representation

    Proceedings of IEEE CVPR 2016, Las Vegas, NV USA
    pp. 1114-1123, 2016

    Xiaofan Zhang, Feng Zhou, Yuanqing Lin, Shaoting Zhang
    06/27/2016
  • A Continuous Occlusion Model for Road Scene Understanding

    Proceedings of IEEE CVPR 2016, Las Vegas, NV USA
    pp. 4331-4339, 2016

    Vikas Dhiman, Quoc-Huy Tran, Jason Corso, Manmohan Chandraker
    06/27/2016
  • SVBRDF-Invariant Shape and Reflectance Estimation from Light-Field Cameras

    Proceedings of IEEE CVPR 2016, Las Vegas, NV USA
    pp. 5451-5459, 2016

    Ting-Chun Wang, Manmohan Chandraker, Alexei Efros, Ravi Ramamoorthi
    06/27/2016
  • Fine-grained Image Classification by Exploring Bipartite-Graph Labels

    Proceedings of IEEE CVPR 2016, Las Vegas, NV USA
    pp. 1124-1133, 2016

    Feng Zhou, Yuanqing Lin
    06/27/2016
  • Exploit All the Layers: Fast and Accurate CNN Object Detector with Scale Dependent Pooling and Cascaded Rejection Classifiers

    Proceedings of IEEE CVPR 2016, Las Vegas, NV USA
    pp. 2129-2137, 2016

    Fan Yang, Wongun Choi, Yuanqing Lin
    06/27/2016
  • WarpNet: Weakly Supervised Matching for Single-view Reconstruction

    Proceedings of IEEE CVPR 2016, Las Vegas, NV USA
    pp. 3253-3261, 2016

    Angjoo Kanazawa, Manmohan Chandraker, David W. Jacobs
    06/27/2016
  • Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units

    International Conference on Machine Learning, ICML 2016, New York City, NY, USA
    Vol. 48: pp 1-9, 2016

    Wenling Shang, Kihyuk Sohn, Diogo Almeida, Honglak Lee
    06/19/2016
  • High Accuracy Monocular SFM and Scale Correction for Autonomous Driving

    IEEE PAMI 2015
    Vol. 38, No. 4, pp 730-743, April 2016

    Shiyu Song, Manmohan Chandraker
    04/22/2016
  • Atomic Scenes for Scalable Traffic Scene Recognition in Monocular Videos

    WACV 2016 , Lake Placid, NY USA
    pp 1-9, 2016

    Chao-Yeh Chen, Wongun Choi, Manmohan Chandraker
    03/10/2016
  • Near-Online Multi-target Tracking with Aggregated Local Flow Descriptor

    Proceedings of the ICCV 2015
    pp. 3029-3037, 2015

    Wongun Choi
    12/13/2015
  • Learning Structured Output Representation using Deep Conditional Generative Models

    Proceedings of NIPS 2015
    pp. 3465-3473, 2015

    Kihyuk Sohn, Xinchen Yan, Honglak Lee
    12/07/2015
  • Data-Driven 3D Voxel Patterns for Object Category Recognition

    CVPR 2015
    pp. 1903-1911, 2015

    Yu Xiang, Wongun Choi, Yuanqing Lin , Silvio Savarese
    06/08/2015
  • Joint SFM and Detection Cues for Monocular 3D Localization in Road Scenes

    CVPR 2015
    pp. 3734-3742, 2015

    Shiyu Song, Manmohan Chandraker
    06/08/2015
  • Hyper-class Augmented and Regularized Deep Learning for Fine-grained Image Classification

    CVPR 2015
    pp. 2645-2654, 2015

    Saining Xie, Tianbao Yang, Xiaoyu Wang, Yuanqing Lin
    06/08/2015
  • Fine-Grained Visual Categorization via Multi-stage Metric Learning

    CVPR 2015
    pp. 3716-3724, 2015

    Qi Qian, Rong Jin, Shenghuo Zhu, Yuanqing Lin
    06/08/2015
  • Object Detection with Location Relaxation and Regionlets Re-localization

    12th Asian Conference on Computer Vision (ACCV 2014), Singapore
    Proceedings of ACCV 2014, pp. 3000-3016, 2014

    Chengjiang Long, Xiaoyu Wang, Gang Hua, Ming Yang, Yuanqing Lin
    11/01/2014
  • Indoor Scene Understanding with Geometric and Semantic Contents

    International Journal on Computer Vision: Special Issue on Scene Understanding
    Springer; DOI 10.1007/s11263-014-0779-4

    Wongun Choi, Yu-Wei Chao, Caroline Pantofaru, Silvio Savarese
    10/14/2014
  • Discovering Groups of People in Images

    Proceedings of the 13th European Conference (ECCV 2014)
    Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.), Springer - Computer Science, pp. 419-433, 2014

    Wongun Choi, Yu-Wei Chao, Caroline Pantofaru, Silvio Savarese
    09/06/2014
  • What Motion Cues Reveal About Unknown Shape and Unknown BRDF

    Proceedings of the 13th European Conference (ECCV 2014)
    Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.), Springer - Computer Science, pp. 202-217, 2014

    Manmohan Chandraker
    09/06/2014
  • Robust Scale Estimation in Real-Time Monocular SFM for Autonomous Driving

    Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
    O'Conner, Lisa (ed.), IEEE Computer Society, pp. 1566-1573, 2014

    Shiyu Song , Manmohan Chandraker
    06/24/2014
  • What Camera Motion Reveals About Shape With Unknown BRDF

    Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
    O'Conner, Lisa (ed.), IEEE Computer Society, pp. 2179-2186, 2014

    Manmohan Chandraker
    06/24/2014
  • Location Relaxation for Efficient and Accurate Object Detection

    Conference proceedings of CVPR 2014
    pp.1-15, 2014

    Chengjiang Long, Xiaoyu Wang, Gang Hua, Ming Yang, Yuanqing Lin
    06/24/2014
  • Generic Object Detection with Dense Neural Patterns and Regionlets

    Proceedings of the International Conference on Machine Learning
    pp.1-10, 2014

    Will Zou, Xiaoyu Wang, Miao Sun, Yuanqing Lin
    06/21/2014
  • Benchmarking Large-Scale Fine-Grained Categorization

    Winter Conference on Applications of Computer Vision
    pp. 532-539, 2014

    Anelia Angelova, Philip M. Long
    03/24/2014
  • Feature Combination with Multi-Kernel Learning for Fine-Grained Visual Classification

    Winter Conference on Applications of Computer Vision
    pp. 241-246, 2014

    Anelia Angelova, Alexandru Niculescu-Mizil
    03/24/2014
  • Towards Codebook-free: Scalable Cascaded Hashing for Mobile Image Search

    IEEE Transactions on Multimedia
    16(3):601-611, 2014

    Wengang Zhou, Ming Yang, Houqiang Li, Xiaoyu Wang, Yuanqing Lin, Qi Tian
    01/01/2014
  • Regionlets for Generic Object Detection

    ICCV 2013, Darling Harbour
    pp.1-8, 2013

    Xiaoyu Wang, Ming Yang, Shenghuo Zhu, Yuanqing Lin
    12/03/2013
  • Semantic-Aware Co-indexing for Image Retrieval

    International Conference on Computer Vision (ICCV) 2013
    pp. 1673-1680, 2013

    Shiliang Zhang, Ming Yang, Xiaoyu Wang, Yuanqing Lin, Qi Tian
    12/01/2013
  • Dense Object Reconstruction with Semantic Priors

    CVPR 2013
    pp. 1264-1271

    Yingze Bao, Manmohan Chandraker, Yuanqing Lin, Silvio Savarese
    06/25/2013
  • What Object Motion Reveals About Shape With Unknown BRDF and Lighting

    CVPR 2013
    pp. 2523-2530

    Manmohan Chandraker , Dikpal Reddy, Yizhou Wang, Ravi Ramamoorthi
    06/25/2013
  • Efficient object detection and segmentation for fine-grained recognition

    International Conference on Computer Vision and Pattern Recognition
    1063-6919, pp. 811 - 818, 2013

    Anelia Angelova, Shenghuo Zhu, Yuanqing Lin
    06/25/2013
  • Parallel, Real-Time Monocular Visual Odometry

    ICRA 2013 - IEEE International Conference on Robotics and Automation
    IEEE 978-1-4673-5641-1, pp.4698-4705, 2013

    Shiyu Song, Manmohan Chandraker, Clark Guest
    05/06/2013
  • Multi-Tenancy for IO-bound OLAP Workloads

    29th IEEE International Conference on Data Engineering (ICDE)
    EDBT 2013: 77-88

    Hatem Mahmoud, Hyun Jin Moon, Yun Chi, Hakan Hacigumus, Divyakant Agrawal, Amr El-Abbadi
    04/18/2013
  • Image segmentation for large-scale subcategory flower recognition

    WACV 2013 -- Workshop on Applications of Computer Vision
    pp. 39 - 45, 2012

    Anelia Angelova, Shenghuo Zhu, Yuanqing Lin
    01/17/2013
  • Low-weight Halfspaces for Sparse Boolean Vectors

    ITCS 2013 Innovations in Theoretical Computer Science
    pp. 1- 15, 2012

    Philip M. Long, Rocco A. Servedio
    01/09/2013
  • Query Specific Fusion for Image Retrieval

    12th European Conference on Computer Vision
    pp. 660 - 673, 2012

    Shaoting Zhang, Ming Yang, Timothee Cour, Kai Yu, Dimitris N.Metaxas
    10/07/2012
  • Object-centric spatial pooling for image classification

    ECCV2012, Firenze, Italy
    pp. 1 - 14, 2012

    Olga Russakovsky, Yuanqing Lin, Kai Yu, Li Fei-Fei
    10/05/2012
  • Multi-Component Models for Object Detection

    ECCV2012, Firenze, Italy
    pp. 1-14, 2012

    Chunhui Gu, Pablo Arbelaez, Yuanqing Lin, Kai Yu, Jitendra Malik
    10/05/2012
  • Smoothed Sparse Coding

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
    pp. 1- 12, 2012

    Krishnakumar Balasubramanian, Kai Yu, Guy Lebanon
    06/18/2012
  • 3D Convolutional Neural Networks for Human Action Recognition

    IEEE Transaction on Pattern Analysis and Machine Intelligence (T-PAMI)
    35(1): pp. 221-231, 2013

    Shuiwang Ji, Wei Xu, Ming Yang, Kai Yu
    01/30/2012
  • FacetCube: A Framework of Incorporating Prior Knowledge into Non-negative Tensor Factorization

    Knowledge and Information Systems-An International Journal
    37(1), pp. 155-179, 2013

    Yun Chi, Shenghuo Zhu
    01/01/2012
  • Adapting Gender and Age Recognition System for Mobile Platforms

    3rd Chinese Conference on Intelligent Visual Surveillance (IVS 2011)
    pp. 93-96

    Ming Yang, Kai Yu
    12/01/2011
  • Contextual Weighting for Vocabulary Tree based Image Retrieval

    IEEE International Conference on Computer Vision (ICCV 2011)
    pp. 209-216, 2011

    Xiaoyu Wang, Ming Yang, Timothee Cour, Shenghuo Zhu, Kai Yu, Tony X. Han
    11/06/2011
  • Efficient Re-ranking in Vocabulary Tree based Image Retrieval

    45th Asilomar Conference on Signals, Systems and Computers, 2011
    pp. 855-859, 2011

    Xiaoyu Wang, Ming Yang, Kai Yu
    11/06/2011
  • Realtime Clothing Recognition in Surveillance Videos

    IEEE International Conference on Image Processing (ICIP 2011)
    pp. 2937-2940, 2011

    Ming Yang, Kai Yu
    09/11/2011
  • Integrating Document Clustering and Multi-Document Summarization

    ACM Transaction on Knowledge Discovery from Data
    5 (3): pp. 14.1 - 14.26

    Dingding Wang, Shenghuo Zhu, Tao Li, Yun Chi, Yihong Gong
    08/01/2011
  • Large-scale Image Classification: Fast Feature Extraction and SVM Training

    CVPR 2011
    pp. 1689-1696, 2011

    Yuanqing Lin, Fengjun Lv, Shenghuo Zhu, Ming Yang, Timothee Cour, Kai Yu, Liangliang Cao, Thomas Huang
    06/21/2011
  • Learning Image Representations from the Pixel Level via Hierarchical Sparse Coding

    CVPR 2011
    pp. 1713-1720

    Kai Yu, Yuanqing Lin, John Lafferty
    06/21/2011
  • Detecting Communities and Their Evolutions in Dynamic Social Networks--A Bayesian Approach

    Machine Learning Journal
    82: pp. 157-189, 2011

    Tianbao Yang , Y. Chi, S. Zhu, Y. Gong, Rong Jin
    03/01/2011
  • iHelp: An Intelligent Online Help Desk System

    IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics
    41(1): 173-182, 2011

    Dingding Wang, Tao Li, Shenghuo Zhu, Yihong Gong
    02/28/2011

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