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Few-shot Image Generation via Cross-domain Correspondence


Apr 13, 2021
Utkarsh Ojha, Yijun Li, Jingwan Lu, Alexei A. Efros, Yong Jae Lee, Eli Shechtman, Richard Zhang

* CVPR 2021 

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Progressive Temporal Feature Alignment Network for Video Inpainting


Apr 08, 2021
Xueyan Zou, Linjie Yang, Ding Liu, Yong Jae Lee

* Accepted in CVPR2021 

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Generating Furry Cars: Disentangling Object Shape & Appearance across Multiple Domains


Apr 05, 2021
Utkarsh Ojha, Krishna Kumar Singh, Yong Jae Lee

* Camera ready version for ICLR 2021 

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YolactEdge: Real-time Instance Segmentation on the Edge (Jetson AGX Xavier: 30 FPS, RTX 2080 Ti: 170 FPS)


Dec 22, 2020
Haotian Liu, Rafael A. Rivera Soto, Fanyi Xiao, Yong Jae Lee

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Delving Deeper into Anti-aliasing in ConvNets


Aug 21, 2020
Xueyan Zou, Fanyi Xiao, Zhiding Yu, Yong Jae Lee

* [Accepted in BMVC2020] code: https://maureenzou.github.io/ddac/ 

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Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection


Apr 09, 2020
Zhongzheng Ren, Zhiding Yu, Xiaodong Yang, Ming-Yu Liu, Yong Jae Lee, Alexander G. Schwing, Jan Kautz

* Accepted to CVPR 2020 

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Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks


Feb 04, 2020
Maheen Rashid, Hedvig Kjellström, Yong Jae Lee

* Accepted at WACV 2020 

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Audiovisual SlowFast Networks for Video Recognition


Jan 23, 2020
Fanyi Xiao, Yong Jae Lee, Kristen Grauman, Jitendra Malik, Christoph Feichtenhofer

* Technical report 

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Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias


Jan 09, 2020
Krishna Kumar Singh, Dhruv Mahajan, Kristen Grauman, Yong Jae Lee, Matt Feiszli, Deepti Ghadiyaram


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YOLACT++: Better Real-time Instance Segmentation


Dec 03, 2019
Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee

* Journal extension of our previous conference paper arXiv:1904.02689 

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Password-conditioned Anonymization and Deanonymization with Face Identity Transformers


Nov 29, 2019
Xiuye Gu, Weixin Luo, Michael S. Ryoo, Yong Jae Lee


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MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image Generation


Nov 27, 2019
Yuheng Li, Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee


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MixNMatch: Multifactor Disentanglement and Encodingfor Conditional Image Generation


Nov 26, 2019
Yuheng Li, Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee


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Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Imbalanced Data


Oct 01, 2019
Utkarsh Ojha, Krishna Kumar Singh, Cho-Jui Hsieh, Yong Jae Lee


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YOLACT: Real-time Instance Segmentation


Apr 04, 2019
Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee


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FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery


Nov 27, 2018
Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee

* Technical report 

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Hide-and-Seek: A Data Augmentation Technique for Weakly-Supervised Localization and Beyond


Nov 06, 2018
Krishna Kumar Singh, Hao Yu, Aron Sarmasi, Gautam Pradeep, Yong Jae Lee

* TPAMI submission. This is a journal extension of our ICCV 2017 paper arXiv:1704.04232 

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A Visual Attention Grounding Neural Model for Multimodal Machine Translation


Aug 28, 2018
Mingyang Zhou, Runxiang Cheng, Yong Jae Lee, Zhou Yu


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DOCK: Detecting Objects by transferring Common-sense Knowledge


Jul 31, 2018
Krishna Kumar Singh, Santosh Divvala, Ali Farhadi, Yong Jae Lee

* ECCV, 2018 

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Video Object Detection with an Aligned Spatial-Temporal Memory


Jul 27, 2018
Fanyi Xiao, Yong Jae Lee


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Learning to Anonymize Faces for Privacy Preserving Action Detection


Jul 26, 2018
Zhongzheng Ren, Yong Jae Lee, Michael S. Ryoo

* ECCV'18 camera ready 

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Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action Localization


Dec 23, 2017
Krishna Kumar Singh, Yong Jae Lee

* Camera-Ready Version (ICCV 2017) 

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Who Will Share My Image? Predicting the Content Diffusion Path in Online Social Networks


Nov 29, 2017
Wenjian Hu, Krishna Kumar Singh, Fanyi Xiao, Jinyoung Han, Chen-Nee Chuah, Yong Jae Lee

* 9 pages, 6 figures 

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Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery


Nov 24, 2017
Zhongzheng Ren, Yong Jae Lee


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Weakly-supervised Visual Grounding of Phrases with Linguistic Structures


May 03, 2017
Fanyi Xiao, Leonid Sigal, Yong Jae Lee

* CVPR 2017 

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Identifying First-person Camera Wearers in Third-person Videos


Apr 20, 2017
Chenyou Fan, Jangwon Lee, Mingze Xu, Krishna Kumar Singh, Yong Jae Lee, David J. Crandall, Michael S. Ryoo


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Interspecies Knowledge Transfer for Facial Keypoint Detection


Apr 13, 2017
Maheen Rashid, Xiuye Gu, Yong Jae Lee

* CVPR 2017 Camera Ready 

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End-to-End Localization and Ranking for Relative Attributes


Aug 09, 2016
Krishna Kumar Singh, Yong Jae Lee

* Appears in European Conference on Computer Vision (ECCV), 2016 

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Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection


Apr 19, 2016
Krishna Kumar Singh, Fanyi Xiao, Yong Jae Lee

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 

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