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Identity Preserving Loss for Learned Image Compression



Jiuhong Xiao , Lavisha Aggarwal , Prithviraj Banerjee , Manoj Aggarwal , Gerard Medioni

* Accepted by CVPR 2022 Workshop on New Trends in Image Restoration and Enhancement and Challenges 

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OutfitTransformer: Learning Outfit Representations for Fashion Recommendation



Rohan Sarkar , Navaneeth Bodla , Mariya I. Vasileva , Yen-Liang Lin , Anurag Beniwal , Alan Lu , Gerard Medioni


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Efficient Video Instance Segmentation via Tracklet Query and Proposal



Jialian Wu , Sudhir Yarram , Hui Liang , Tian Lan , Junsong Yuan , Jayan Eledath , Gerard Medioni

* Accepted to CVPR 2022 

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Synthetic Data for Model Selection



Matan Fintz , Alon Shoshan , Nadav Bhonker , Igor Kviatkovsky , Gerard Medioni


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Energy-Based Learning for Scene Graph Generation



Mohammed Suhail , Abhay Mittal , Behjat Siddiquie , Chris Broaddus , Jayan Eledath , Gerard Medioni , Leonid Sigal


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GAN-Control: Explicitly Controllable GANs



Alon Shoshan , Nadav Bhonker , Igor Kviatkovsky , Gerard Medioni


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From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding



Igor Kviatkovsky , Nadav Bhonker , Gerard Medioni


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AOWS: Adaptive and optimal network width search with latency constraints



Maxim Berman , Leonid Pishchulin , Ning Xu , Matthew B. Blaschko , Gerard Medioni

* Accepted to CVPR 2020 (oral) 

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Multi-Task Learning from Videos via Efficient Inter-Frame Attention



Donghyun Kim , Tian Lan , Chuhang Zou , Ning Xu , Bryan A. Plummer , Stan Sclaroff , Jayan Eledath , Gerard Medioni


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