Information about computer vision and machine learning academic field
* Top-tier conferences
: CVPR, ICCV, ECCV, NeurIPS (NIPS), ICML, and ICLR are considered as high prestigious and top-tier conferences, which deem to have larger impacts than most SCI journals. According to Google scholar metrics, all these conferences are listed in the top 100 in all academic fields. Out of them, CVPR is the 5th rank (Science and Nature are the 1st and 3rd ranked) among all academic fields,
In terms of the acceptance rate, oral presentations are about <4% and poster presentations about 25%, i.e., highly competitive.
2021
Unified 3D Mesh Recovery of Humans and Animals by Learning Animal Exercise
Kim Youwang, Kim Ji-Yeon, Kyungdon Joo, Tae-Hyun Oh
CDS: Cross-Domain Self-supervised Pre-training
International Conference on Computer Vision (ICCV) 2021 [PDF]
Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh, Bryan Plummer, Stan Sclaroff, Kate Saenko
Distilling Global and Local Logits with Densely Connected Relations
International Conference on Computer Vision (ICCV) 2021 [PDF]
Youmin Kim, Jinbae Park, YounHo Jang, Muhammad Ali, Tae-Hyun Oh, Sung-Ho Bae
Monocular Reconstruction of Neural Face Reflectance Fields
Mallikarjun B R, Ayush Tewari, Tae-Hyun Oh, Tim Weyrich, Bernd Bickel, Hans-Peter Seidel, Hanspeter Pfister, Wojciech Matusik, Mohamed Elgharib, Christian Theobalt
MDARTS: Multi-objective Differentiable Neural Architecture Search
Design Automation and Test in Europe (DATE) 2021 [PDF]
Sunghoon Kim, Hyunjeong Kwon, Eunji Kwon, Youngchang Choi, Tae-Hyun Oh, Seokhyeong Kang
Supervoxel Attention Graphs for Long-Range Video Modeling
Winter Conference on Applications of Computer Vision (WACV) 2021 [PDF]
Yang Wang, Gedas Bertasius, Tae-Hyun Oh, Abhinav Gupta, Minh Hoai Nguyen, Lorenzo Torresani
2020
Listen to Look: Action Recognition by Previewing Audio
Ruohan Gao, Tae-Hyun Oh, Kristen Grauman, Lorenzo Torresani
Linear RGB-D SLAM for Atlanta World
Kyungdon Joo, Tae-Hyun Oh, Francois Rameau, Jean-Charles Bazin, In So Kweon
Globally Optimal Relative Pose Estimation for Camera on a Selfie Stick
Kyungdon Joo, Hongdong Li, Tae-Hyun Oh, Yunsu Bok, In So Kweon
2019
Speech2Face: Learning the Face Behind a Voice
Tae-Hyun Oh*, Tali Dekel*, Changil Kim*, Inbar Mosseri, William T. Freeman, Michael Rubinstein, Wojciech Matusik (*equal contribution)
Neural Inverse Knitting: From Images to Manufacturing Instructions
Alexandre Kaspar*, Tae-Hyun Oh*, Liane Makatura, Petr Kellnhofer, Jacqueline Aslarus, Wojciech Matusik (*equal contribution)
* Covered by more than 20 media (BBC News, Fortune, Engadget, ...)
Dense Relational Captioning: Triple-Stream Networks for Relationship-Based Captioning
Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, In So Kweon
Noise-tolerant Audio-visual Online Person Verification using an Attention-based Neural Network Fusion
Suwon Shon, Tae-Hyun Oh, James Glass
Variational Prototyping-Encoder: One-Shot Learning with Prototypical Images
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019 [PDF] [Project page]
Junsik Kim, Tae-Hyun Oh, Seokju Lee, Fei Pan, In So Kweon
Visuomotor Understanding for Representation Learning of Driving Scenes
Seokju Lee, Junsik Kim, Tae-Hyun Oh, Yongseop Jeong, Donggeun Yoo, Stephen Lin, In So Kweon
Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning Approach
Dong-Jin Kim, Jinsoo Choi, Tae-Hyun Oh, In So Kweon
2018
Learning-based Video Motion Magnification
European Conference on Computer Vision (ECCV) 2018 [PDF] [Project page] [Video results] [Oral presentation]
Tae-Hyun Oh*, Ronnachai Jaroensri*, Changil Kim, Mohamed Elgharib, Frédo Durand, William T. Freeman, Wojciech Matusik (*equal contribution)
* Accepted as a full oral paper (2.3% acceptance rate)
Co-domain Embedding using Deep Quadruplet Network for Unseen Traffic Sign Recognition
Junsik Kim , Seokju Lee , Tae-Hyun Oh , In So Kweon
Disjoint Multi-task Learning between Heterogeneous Human-centric Tasks
Dong-Jin Kim, Jinsoo Choi, Tae-Hyun Oh, Youngjin Yoon, In So Kweon
Contextually Customized Video Summaries via Natural Language
Jinsoo Choi, Tae-Hyun Oh, In So Kweon
Learning to Localize Sound Source in Visual Scenes
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018 [PDF] [Code & Dataset] [Featured by Seamless]
Arda Senocak, Tae-Hyun Oh, Junsik Kim, Ming-Hsuan Yang, In So Kweon
Globally Optimal Inlier Set Maximization for Atlanta Frame Estimation
Kyungdon Joo, Tae-Hyun Oh, In So Kweon, Jean-Charles Bazin
Part-based Player Identification using Deep Convolutional Representation and Multi-scale Pooling
Arda Senocak, Tae-Hyun Oh, Junsik Kim, In So Kweon
On Learning Associations of Faces and Voices
Changil Kim, Hijung Valentina Shin, Tae-Hyun Oh, Alexandre Kaspar, Mohamed Elgharib, Wojciech Matusik
2017
Weakly-and Self-Supervised Learning for Content-aware Deep Image Retargeting
Donghyeon Cho, Jinsun Park, Tae-Hyun Oh, Yu-Wing Tai, In So Kweon
* Selected as spotlight (2.61% acceptance rate)
Personalized Cinemagraphs using Semantic Understanding and Collaborative Learning
{Tae-Hyun Oh, Kyungdon Joo}*, Neel Joshi, Baoyuan Wang, In So Kweon, Sing Bing Kang (*equal contribution)
2016
Robust and Globally Optimal Manhattan Frame Estimation in Near Real Time
{Tae-Hyun Oh, Kyungdon Joo}*, Junsik Kim, In So Kweon (*equal contribution)
Video-Story Composition via Plot Analysis
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016 [PDF] [Presentation] [Dataset]
Jinsoo Choi, Tae-Hyun Oh, In So Kweon
* Selected as spotlight (9.7% acceptance rate)
A Pseudo-Bayesian Algorithm for Robust PCA
Tae-Hyun Oh, David Wipf, Yasuyuki Matsushita, In So Kweon
2015
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization
Tae-Hyun Oh, Yasuyuki Matsushita, Yu-Wing Tai, In So Kweon
Line Meets As-Projective-As-Possible Image Stitching With Moving DLT
Kyungdon Joo, Namil Kim, Tae-Hyun Oh, In So Kweon
* Selected as the Top 10% paper
A Multi-View Structured-Light System for Highly Accurate 3D Modeling
International Conference on 3D Vision (3DV) 2015
Hyowon Ha, Tae-Hyun Oh, In So Kweon
2014
Balanced Optical Flow Refinement by Bidirectional Constraint
IEEE International Conference on Image Processing (ICIP) 2014
Jongwon Choi, Hyeongwoo Kim, Tae-Hyun Oh, In So Kweon
Cost-Aware Depth Map Estimation for Lytro Camera
IEEE International Conference on Image Processing (ICIP) 2014
Min Jung Kim, Tae-Hyun Oh, In So Kweon
A Two Phase Approach for Pedestrian Detection
Workshop in conjunction with the 12th Asian Conference on Computer Vision (ACCVW) 2014
SoonMin Hwang, Tae-Hyun Oh, In So Kweon
2013
Partial Sum Minimization of Singular Values in RPCA for Low-Level Vision
Tae-Hyun Oh, Hyeongwoo Kim, Yu-Wing Tai, Jean-Chales Bazin, In So Kweon
High Dynamic Range Imaging by a Rank-1 Constraint
Tae-Hyun Oh, Joon-Young Lee, In So Kweon
Hierarchical 3D Line Restoration based on Angular Proximity in Structured Environments
Kyungdon Joo, Tae-Hyun Oh, Hyeongwoo Kim, In So Kweon
2012
Autonomous Homing based on Laser-Camera Fusion System
Dong-Geol Choi, Inwook Shim, Yunsu Bok, Tae-Hyun Oh, In So Kweon
A Tensor Voting Approach for Multi-View 3D Scene Flow Estimation and Refinement
Jaesik Park, Tae-Hyun Oh, Jiyoung Jung, Yu-Wing Tai, In So Kweon
Real-Time Motion Detection based on Discrete Cosine Transform
Tae-Hyun Oh, Joon-Young Lee, In So Kweon