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  • MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation

    www.ArXiv.org

    https://arxiv.org/pdf/2204.12667.pdf

    Inkyu Shin, KAIST, NEC Laboratories America, Inc.; Yi-Hsuan Tsai, NEC Laboratories America, Inc.; Bingbing Zhuang, NEC Laboratories America, Inc.; Samuel Schulter, NEC Laboratories America, Inc.; Buyu Liu, NEC Laboratories America, Inc.; Sparsh Garg, NEC Laboratories America, Inc.; In So Kweon, KAIST; Kuk-Jin Yoon, KAIST

    April 22, 2022

  • Single-Stream Multi-Level Alignment for Vision-Language Pretraining

    www.ArXiv.org

    https://arxiv.org/pdf/2203.14395.pdf

    Zaid Khan, Northeastern University, NEC Laboratories America, Inc.; Vijay Kumar B G, NEC Laboratories America, Inc.; Xiang Yu, NEC Laboratories America, Inc.; Samuel Schulter, NEC Laboratories America, Inc.; Manmohan Chandraker, NEC Laboratories America, Inc., UC San Diego ; Yun Fu, Northeastern University

    March 25, 2022

  • Controllable Dynamic Multi-Task Architectures

    www.ArXiv.org

    https://arxiv.org/pdf/2203.14949.pdf

    Dripta Raychaudhuri, University of California, Riverside, NEC Laboratories America, Inc.; Yumin Suh, NEC Laboratories America, Inc.; Samuel Schulter, NEC Laboratories America, Inc.; Xiang Yu, NEC Laboratories America, Inc.; Masoud Faraki, NEC Laboratories America, Inc.; Amit K. Roy-Chowdhury, University of California, Riverside; Manmohan Chankdraker, NEC Laboratories America, Inc., University of California, San Diego

    March 23, 2022

  • Learning Semantic Segmentation from Multiple Datasets with Label Shifts

    www.ArXiv.org

    https://arxiv.org/pdf/2202.14030.pdf

    Dongwan Kim, Seoul National University, NEC Laboratories America, Inc.; Yi-Hsuan Tsai, NEC Laboratories America, Inc.; Yumin Suh, NEC Laboratories America, Inc.; Masoud Faraki, NEC Laboratories America, Inc.; Sparsh Garg, NEC Laboratories America, Inc.; Manmohan Chandraker, NEC Laboratories America, Inc.; Bohyung Ha, Seoul National University

    Feb. 4, 2022

  • On Generalizing Beyond Domains in Cross-Domain Continual Learning

    www.arXiv.org

    https://arxiv.org/pdf/2203.03970.pdf

    Christian Simon, NEC Laboratories America, Inc., The Australian National University, ACT, Australia, Monash University; Masoud Faraki, NEC Laboratories America, Inc.; Yi-Hsuan Tsai, NEC Laboratories America, Inc., Phiar Technologies; Xiang Yu, NEC Laboratories America, Inc.; Samuel Schulter, NEC Laboratories America, Inc.; Yumin Suh, NEC Laboratories America, Inc.; Mehrtash Harandi, Monash University, VIC, Australia, Data61 ; Manmohan Chandraker, NEC Laboratories America, Inc., University of California, San Diego

    Nov. 19, 2021

  • Learning Cross-Modal Contrastive Features for Video Domain Adaptation

    ICCV 2021, Virtual

    pp. 1-10, 2021

    Donghyun Kim, Boston University, NEC Laboratories America, Inc.; Yi-Hsuan Tsai, NEC Laboratories America, Inc.; Bingbing Zhuang, NEC Laboratories America, Inc.; Xiang Yu, NEC Laboratories America, Inc.; Stan Sclarof, Boston University; Kate Saenko, Boston University, MIT-IBM Watson AI Lab; Manmohan Chandraker, NEC Laboratories America, Inc.

    Oct. 11, 2021

  • Learning Cross-modal Contrastive Features for Video Domain Adaptation

    arXiv

    https://arxiv.org/abs/2108.11974

    Donghyun Kim, Boston University, NEC Laboratories America, Inc.; Yi-Hsuan Tsai, NEC Laboratories America, Inc.; Bingbing Zhuang, NEC Laboratories America, Inc.; Xiang Yu, NEC Laboratories America, Inc.; Stan Sclarof, Boston University; Kate Saenko, Boston University, MIT-IBM Watson AI Lab; Manmohan Chandraker, NEC Laboratories America, Inc.

    Aug. 23, 2021

  • Cross-Domain Similarity Learning for Face Recognition in Unseen Domains

    CVPR 2021, Virtual

    https://openaccess.thecvf.com/content/CVPR2021/papers/Faraki_Cross-Domain_Similarity_Learning_for_Face_Recognition_in_Unseen_Domains_CVPR_2021_paper.pdf

    Masoud Faraki, NEC Laboratories America, Inc.; Xiang Yu, NEC Laboratories America, Inc.; Yi-Hsuan Tsai, NEC Laboratories America, Inc.; Yumin Suh, NEC Laboratories America, Inc.; Manmohan Chandraker, NEC Laboratories America, Inc., University of California, San Diego

    June 19, 2021

  • Divide-and-Conquer for Lane-Aware Diverse Trajectory Prediction

    CVPR 2021, Virtual

    https://openaccess.thecvf.com/content/CVPR2021/papers/Narayanan_Divide-and-Conquer_for_Lane-Aware_Diverse_Trajectory_Prediction_CVPR_2021_paper.pdf

    Sriram Narayanan, NEC Laboratories America, Inc.; Ramin Moslemi, NEC Laboratories America, Inc.; Francesco Pittaluga, NEC Laboratories America, Inc.; Buyu Liu, NEC Laboratories America, Inc.; Manmohan Chandraker, NEC Laboratories America, Inc., University of California, San Diego

    June 19, 2021

  • Fusing the Old with the New: Learning Relative Pose with Geometry-Guided Uncertainty

    CVPR 2021, Virtual

    https://openaccess.thecvf.com/content/CVPR2021/papers/Zhuang_Fusing_the_Old_with_the_New_Learning_Relative_Camera_Pose_CVPR_2021_paper.pdf

    Bingbing Zhuang, NEC Laboratories America, Inc.; Manmohan Chandraker, NEC Laboratories America, Inc.

    June 19, 2021