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.
* Top-tier journals
: IEEE TPAMI has the highest impact factor across all computer science categories. As of 2021, the impact factor of TPAMI is 24.314.
2022
Journals
Dense Relational Image Captioning via Multi-task Triple-Stream Networks
Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, In So Kweon
Robust and Efficient Estimation of Relative Pose for Cameras on Selfie Sticks
Kyungdon Joo, Hongdong Li, Tae-Hyun Oh, In So Kweon
Neural-Network-Based Automated Synthesis of Transformer Matching Circuits for RF Amplifier Design
Dongyoon Lee, Gibeom Shin, Seunghoon Lee, Kyunghwan Kim, Tae-Hyun Oh, Ho-Jin Song
ENInst: Enhancing Weakly-supervised Low-shot Instance Segmentation
Under Review - IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
Moon Ye-Bin, Dongmin Choi, Yongjin Kwon, Junsik Kim, Tae-Hyun Oh
Adversarial Semi-Supervised Image Captioning
Under Review - IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, In So Kweon
An Iterative Method for Unsupervised Robust Anomaly Detection under Data Contamination
Under Review - IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
Minkyung Kim, Jongmin Yu, Junsik Kim, Tae-Hyun Oh, Jun Kyun Choi
Multi-stage High Rank Pruning for Lightweight Human 3D Mesh Recovery Model
Under Review - The Visual Computer Journal (TVCJ)
Dong Hun Ryou, Kim Youwang, Tae-Hyun Oh
Conferences
ComMU: Dataset for Combinatorial Music Generation
Conference on Neural Information Processing Systems (NeurIPS) — Dataset Track, 2022
[Paper] [Project Page]
Lee Hyun*, Taehyun Kim*, Hyolim Kang, Minjoo Ki, Hyeonchan Hwang, Kwanho Park, Sharang Han, Seon Joo Kim (*equal contribution)
CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes
Kim Youwang*, Kim Ji-Yeon*, Tae-Hyun Oh (*equal contribution)
HDR-Plenoxels: Self-Calibrating High Dynamic Range Radiance Fields
Conferences
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
Conferences
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
IEEE International Conference on Image Processing (ICIP) 2013 [PDF]
Kyungdon Joo, Tae-Hyun Oh, Hyeongwoo Kim, In So Kweon
2012
Conferences
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
IEEE International Conference on Image Processing (ICIP) 2012 [PDF]
Tae-Hyun Oh, Joon-Young Lee, In So Kweon