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NEW!
YolactEdge:
Real-time Instance Segmentation on the Edge
Haotian
Liu*,
Rafael A. Rivera-Soto*, Fanyi
Xiao, and
Yong Jae Lee
IEEE International Conference on Robotics and
Automation (ICRA), 2021
(*equal
contribution)
[arXiv] [code]
[youtube]
[talk video]
[Colab
Notebook] [Colab
Notebook (TensorRT)]
|
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NEW!
Few-shot
Image Generation via Cross-domain Correspondence
Utkarsh Ojha, Yijun Li, Jingwan Lu, Alexei A. Efros, Yong
Jae Lee, Eli Shechtman, and Richard Zhang
Proceedings
of the IEEE Conference on
Computer Vision and Pattern Recognition (CVPR),
2021
[project
page] [arXiv] [code]
|
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NEW!
Progressive
Temporal Feature Alignment Network for Video
Inpainting
Xueyan Zou , Linjie Yang, Ding Liu, and Yong Jae
Lee
Proceedings of the IEEE Conference on Computer Vision and
Pattern Recognition (CVPR),
2021
[arXiv] [code]
[youtube]
|
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NEW!
Generating
Furry Cars: Disentangling Object Shape and
Appearance across Multiple Domains
Utkarsh Ojha, Krishna Kumar Singh, and Yong Jae
Lee
International Conference on Learning Representations (ICLR),
2021
[project
page] [open
review] [arXiv]
[talk video]
|
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NEW!
SinGAN-GIF:
Learning a Generative Video Model from a Single GIF
Rajat Arora and Yong Jae Lee
Proceedings of
the IEEE Winter Conference on
Applications of Computer Vision (WACV),
2021
[project
page] [pdf]
[talk
video]
|
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Elastic-InfoGAN:
Unsupervised Disentangled Representation Learning in
Class-Imbalanced Data
Utkarsh Ojha, Krishna Kumar Singh, Cho-Jui Hsieh, and
Yong Jae Lee
Neural Information Processing Systems (NeurIPS),
2020
[project
page] [arXiv]
[code] |
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YOLACT++:
Better Real-time Instance Segmentation
Daniel Bolya*, Chong Zhou*, Fanyi
Xiao, and
Yong Jae Lee
IEEE Transactions on Pattern Analysis and Machine
Intelligence (TPAMI), 2020 (journal extension
of our ICCV 2019
conference paper with improved models)
(*equal
contribution)
[arXiv] [code]
|
 |
Delving
Deeper into Anti-aliasing in ConvNets
Xueyan Zou,
Fanyi Xiao, Zhiding
Yu, and Yong Jae
Lee
Proceedings of the British Machine Vision Conference (BMVC),
2020 (Oral presentation)
Best Paper
Award
[project
page] [arXiv]
[code] [talk
video] |
 |
Password-conditioned
Anonymization and Deanonymization with Face Identity
Transformers
Xiuye Gu, Weixin Luo,
Michael Ryoo, and
Yong Jae Lee
Proceedings of the European Conference on
Computer Vision (ECCV), 2020
[arXiv]
[code]
[demo]
[1
min talk video] [10
min talk video]
|
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Boxer: Preventing Fraud by
Scanning Credit Cards
Zainul Abi Din, Hari
Venugopalan, Jaime Park, Andy Li, Weisu Yin, Haohui
Mai, Yong Jae Lee, Steven Liu, and Samuel T.
King
Proceedings of the USENIX
Security Symposium (USENIX Security), 2020
[pdf] [project
page] [talk
video] |
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MixNMatch:
Multifactor Disentanglement and Encoding for
Conditional Image Generation
Yuheng Li, Krishna Kumar Singh, Utkarsh Ojha, and
Yong Jae Lee
Proceedings of the IEEE Conference on Computer Vision and
Pattern Recognition (CVPR), 2020
[arXiv]
[code]
[youtube] [talk
video]
|
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Don’t Judge
an Object by Its Context: Learning to Overcome
Contextual Bias
Krishna Kumar Singh, Dhruv
Mahajan, Kristen Grauman, Yong Jae Lee,
Matt Feiszli, and Deepti
Ghadiyaram
Proceedings
of the IEEE Conference on
Computer Vision and Pattern Recognition (CVPR), 2020 (Oral presentation)
[arXiv]
[project
page]
|
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Instance-aware,
Context-focused, and Memory-efficient
Weakly-supervised Object Detection
Zhongzheng Ren, Zhiding Yu,
Xiaodong Yang, Ming-Yu Liu, Yong Jae Lee,
Alexander Schwing, and Jan Kautz
Proceedings
of the IEEE Conference on
Computer Vision and Pattern Recognition (CVPR), 2020
[arXiv]
[project
page] [code]
|
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Action
Graphs: Weakly-supervised Action Localization with
Graph Convolution Networks
Maheen Rashid, Hedvig
Kjellström, and Yong Jae Lee
Proceedings of the IEEE
Winter Conference on Applications of Computer Vision (WACV),
2020
[arXiv]
[code]
|
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YOLACT:
Real-time Instance Segmentation
Daniel Bolya, Chong Zhou, Fanyi
Xiao, and
Yong Jae Lee
Proceedings of the IEEE
International Conference on Computer Vision (ICCV), 2019 (Oral presentation)
Most Innovative Award, COCO
Object Detection Challenge, ICCV 2019
[arXiv] [code] [pdf]
[talk
video]
|
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Identity from here, Pose
from there: Self-supervised Disentanglement and
Generation of Objects using Unlabeled Videos
Fanyi Xiao, Haotian Liu, and
Yong Jae Lee
Proceedings of the IEEE
International Conference on Computer Vision (ICCV), 2019
[pdf]
|
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FineGAN:
Unsupervised Hierarchical Disentanglement for
Fine-Grained Object Generation and Discovery
Krishna Kumar Singh*, Utkarsh Ojha*, and
Yong Jae Lee
Proceedings of the IEEE Conference on Computer Vision and
Pattern Recognition (CVPR), 2019 (Oral
presentation)
(*equal
contribution)
[project
page] [pdf] [arXiv]
[code]
[youtube]
[talk
video]
|
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You
reap what you sow: Using Videos to Generate High
Precision Object Proposals for Weakly-supervised
Object Detection
Krishna Kumar Singh and
Yong Jae Lee
Proceedings of the IEEE Conference on Computer Vision and
Pattern Recognition (CVPR), 2019
[project
page] [pdf]
[code]
|
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HPLFlowNet:
Hierarchical Permutohedral Lattice FlowNet for Scene
Flow Estimation on Large-scale Point Clouds
Xiuye Gu, Yijie Wang, Chongruo Wu, Yong Jae Lee,
and Panqu Wang
Proceedings of the IEEE Conference on Computer Vision and
Pattern Recognition (CVPR), 2019
[pdf]
[supp]
[code]
|
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Video
Object Detection with an Aligned Spatial-Temporal
Memory
Fanyi
Xiao and Yong Jae Lee
Proceedings of the European Conference on
Computer Vision (ECCV),
2018
[project page] [pdf]
[code]
|
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Learning to Anonymize Faces for Privacy
Preserving Action Detection
Zhongzheng
Ren, Yong Jae Lee, and Michael Ryoo
Proceedings of the European Conference on
Computer Vision (ECCV),
2018
[project page] [pdf] [youtube]
|
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DOCK:
Detecting Objects by transferring
Common-sense Knowledge
Krishna Kumar Singh,
Santosh Divvala, Ali Farhadi, and Yong Jae
Lee
Proceedings of the European Conference on
Computer Vision (ECCV),
2018
[project
page] [pdf] [code]
|
|
A
Visual Attention Grounding Neural Model for
Multimodal Machine Translation
Mingyang Zhou, Runxiang
Cheng, Yong Jae
Lee, and Zhou Yu
Proceedings of the Conference on
Empirical Methods in Natural Language Processing (EMNLP), 2018 (Oral
presentation)
[pdf] |
|
Cross-Domain
Self-supervised Multi-task Feature Learning using
Synthetic Imagery
Zhongzheng
Ren and Yong Jae Lee
Proceedings of the IEEE Conference on
Computer Vision and Pattern Recognition (CVPR), 2018
[project
page] [pdf]
[code]
|
 |
Who Will
Share My Image? Predicting the Content Diffusion
Path in Online Social Networks
Wenjian
Hu, Krishna Kumar Singh*, Fanyi Xiao*, Jinyoung Han,
Chen-Nee Chuah, and Yong Jae
Lee
Proceedings of the ACM International Conference on Web
Search and Data Mining (WSDM), 2018
(*equal
contribution)
[pdf]
|
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Can
a Machine Learn to See Horse Pain? An
Interdisciplinary Approach Towards Automated
Decoding of Facial Expressions of Pain in the Horse
Pia Andersen, Karina Gleerup, Jennifer Wathan, Britt
Coles, Hedvig Kjellström, Sofia Broome, Yong Jae
Lee, Maheen Rashid, Claudia Sonder, Erika
Rosenberger, and Deborah Forster
International Conference on Methods and Techniques in
Behavioral Research (Measuring Behavior), 2018
[pdf]
|
 |
What
Should I Annotate? An Automatic Tool for Finding
Video Segments for EquiFACS Annotation
Maheen Rashid, Sofia Broome, Pia Andersen, Karina
Gleerup, and Yong Jae Lee
International Conference on Methods and Techniques in
Behavioral Research (Measuring Behavior), 2018
[pdf]
|
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Hide-and-Seek:
Forcing a Network to be Meticulous for
Weakly-supervised Object and Action Localization
Krishna
Kumar Singh and Yong Jae
Lee
Proceedings of the IEEE International Conference on
Computer Vision (ICCV), 2017
[project
page] [pdf]
[supp]
[code]
|
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Weakly-supervised
Visual Grounding of Phrases with Linguistic
Structures
Fanyi
Xiao, Leonid Sigal, and Yong Jae
Lee
Proceedings of the IEEE Conference on
Computer Vision and Pattern Recognition (CVPR), 2017
[project
page] [pdf]
|
 |
Interspecies
Knowledge Transfer for Facial Keypoint Detection
Maheen Rashid, Xiuye Gu, and Yong Jae
Lee
Proceedings of the IEEE Conference on
Computer Vision and Pattern Recognition (CVPR), 2017
[project
page] [pdf] [code]
[data]
|
 |
Identifying
First-Person Camera Wearers in Third-Person Videos
Chenyou Fan, Jangwon Lee, Mingze Xu, Krishna Kumar
Singh, Yong Jae Lee, David Crandall and
Michael Ryoo
Proceedings of the IEEE Conference on
Computer Vision and Pattern Recognition (CVPR), 2017
[pdf]
|
|
Who
Moved My Cheese? Automatic Annotation of Rodent
Behaviors with Convolutional Neural Networks
Zhongzheng Ren, Adriana Noronha, Annie Vogel Ciernia,
and Yong Jae Lee
Proceedings of the Winter Conference on Applications
of Computer Vision (WACV),
2017
[project
page] [pdf] [code]
[data]
|
 |
Analyzing
the Adoption and Cascading Process of OSN-Based
Gifting Applications: An Empirical Study
M. Rezaur Rahman, Jinyoung Han, Yong Jae Lee,
and Chen-Nee Chuah
ACM Transactions on the Web (TWEB),
2017
[pdf]
|
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End-to-End
Localization and Ranking for Relative Attributes
Krishna Kumar Singh and Yong Jae Lee
Proceedings of the European Conference on
Computer Vision (ECCV), 2016
[project
page] [pdf]
[code]
|
|
Track
and Transfer: Watching Videos to Simulate Strong
Human Supervision for Weakly-Supervised Object
Detection
Krishna Kumar Singh, Fanyi Xiao, and Yong Jae
Lee
Proceedings of the IEEE Conference on Computer Vision and
Pattern Recognition (CVPR),
2016
[project
page] [pdf]
[arXiv
(with more results)] [code] |
 |
Track and Segment: An Iterative Unsupervised Approach for
Video Object Proposals
Fanyi Xiao and Yong Jae Lee
Proceedings of the IEEE Conference on Computer Vision and
Pattern Recognition (CVPR),
2016 (Spotlight presentation)
[project
page] [pdf]
[code]
|
|
Localizing
and Visualizing Relative Attributes
Fanyi Xiao and Yong Jae
Lee
Springer Book Chapter on Visual Attributes, 2016
[pdf]
[code]
|
|
Discovering
Mid-level Visual Connections in Space and Time
Yong Jae Lee, Alexei
A. Efros, and Martial Hebert
Springer Book Chapter on Visual Analysis and
Geo-Localization of Large Scale Imagery, 2016
[pdf]
[code]
[data]
|
|
Discovering
the Spatial Extent of Relative Attributes
Fanyi Xiao and Yong Jae Lee
Proceedings of the IEEE International Conference on
Computer Vision (ICCV), 2015 (Oral presentation)
[project
page] [pdf]
[slides]
[code]
[video
presentation]
|
|
FlowWeb:
Joint Image Set Alignment by Weaving Consistent,
Pixel-wise Correspondences
Tinghui Zhou, Yong Jae Lee, Stella X. Yu, and
Alexei A. Efros
Proceedings of the IEEE Conference on Computer Vision
and Pattern Recognition (CVPR), 2015 (Oral presentation)
[project
page] [pdf]
[code]
|
|
Predicting
Important Objects for Egocentric Video Summarization
Yong Jae Lee and Kristen Grauman
International Journal of Computer Vision (IJCV),
2015
[project page]
[pdf]
[arXiv]
[data]
|
|
Weakly-supervised Discovery
of Visual Pattern Configurations
Hyun Oh Song, Yong Jae Lee, Stefanie Jegelka,
and Trevor Darrell
Neural Information Processing Systems (NIPS),
2014
[pdf]
|
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AverageExplorer:
Interactive Exploration and Alignment of Visual Data
Collections
Jun-Yan Zhu, Yong Jae Lee, and Alexei A. Efros
ACM Transactions on Graphics (Proceedings of SIGGRAPH),
2014 (Oral presentation)
[project
page] [pdf]
[youtube]
[See article
in The New Yorker]
|
|
Style-aware
Mid-level Representation for Discovering Visual
Connections in Space and Time
Yong Jae Lee, Alexei A. Efros, and Martial
Hebert
Proceedings of the IEEE International Conference on
Computer Vision (ICCV), 2013 (Oral presentation)
[project
page] [pdf]
[slides]
[code]
[data]
[video
presentation]
|
|
Discovering
Important People and Objects for Egocentric Video
Summarization
Yong Jae Lee, Joydeep Ghosh, and Kristen
Grauman
Proceedings of the IEEE Conference on Computer Vision
and Pattern Recognition (CVPR), 2012
[project
page] [pdf]
[supp]
[extended
abstract] [data]
|
|
Object-Graphs
for Context-Aware Visual Category Discovery
Yong Jae Lee and Kristen Grauman
IEEE Transactions on Pattern Analysis and Machine
Intelligence (TPAMI), 2012
[project
page] [pdf]
[code]
|
|
Key-Segments
for Video Object Segmentation
Yong Jae Lee, Jaechul Kim, and Kristen Grauman
Proceedings of the IEEE International Conference on
Computer Vision (ICCV), 2011
[project
page] [pdf]
[code]
[data]
|
|
ShadowDraw:
Real-Time User Guidance for Freehand Drawing
Yong Jae Lee, Larry Zitnick, and Michael Cohen
ACM Transactions on Graphics (Proceedings of SIGGRAPH),
2011 (Oral presentation)
[project
page] [pdf]
[slides]
[video]
[youtube]
[data]
|
|
Face
Discovery with Social Context
Yong Jae Lee and Kristen Grauman
Proceedings of the British Machine Vision Conference (BMVC),
2011
[project
page] [pdf]
[extended
abstract]
|
|
Learning
the Easy Things First: Self-Paced Visual Category
Discovery
Yong Jae Lee and Kristen Grauman
Proceedings of the IEEE Conference on Computer Vision
and Pattern Recognition (CVPR), 2011
[project
page] [pdf]
|
|
Object-Graphs
for Context-Aware Category Discovery
Yong Jae Lee and Kristen Grauman
Proceedings of the IEEE Conference on Computer Vision
and Pattern Recognition (CVPR), 2010 (Oral presentation)
[project
page] [pdf]
[supp]
[slides]
[code]
|
|
Collect-Cut:
Segmentation with Top-Down Cues Discovered in
Multi-Object Images
Yong Jae Lee and Kristen Grauman
Proceedings of the IEEE Conference on Computer Vision
and Pattern Recognition (CVPR), 2010
[project
page] [pdf]
[supp]
[data]
|
|
Foreground
Focus: Unsupervised Learning from Partially Matching
Images
Yong Jae Lee and Kristen Grauman
International Journal of Computer Vision (IJCV),
2009
[project
page] [pdf]
|
|
Shape
Discovery from Unlabeled Image Collections
Yong Jae Lee and Kristen Grauman
Proceedings of the IEEE Conference on Computer Vision
and Pattern Recognition (CVPR), 2009
[project
page] [pdf]
[supp]
|
|
Foreground
Focus: Finding Meaningful Features in Unlabeled
Images
Yong Jae Lee and Kristen Grauman
Proceedings of the British Machine Vision Conference (BMVC),
2008 (Oral presentation)
[project
page] [pdf]
[slides]
|
|
Ray-based
Color Image Segmentation
Changhai Xu, Yong Jae Lee, and Benjamin
Kuipers
Proceedings of the Canadian Conference on Computer and
Robot Vision (CRV), 2008
[pdf]
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