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Conferences & Journals

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 and IJCV have the highest impact factors across all computer science categories. As of 2020, the impact factor of TPAMI is 17.861.

2022

Journals

Neural-Network-Based Automated Synthesis of Transformer Matching Circuits for RF Amplifier Design

Under Minor Revision - IEEE Transactions on Microwave Theory and Techniques
Dongyoon Lee, Gibeom Shin, Seunghoon Lee, Kyunghwan Kim, Tae-Hyun Oh, Ho-Jin Song

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

FedPara: Low-Rank Hadamard Product For Communication-Efficient Federated Learning

International Conference on Learning Representations (ICLR) 2022 [arXiv]
Nam Hyeon-Woo, Moon Ye-Bin, Tae-Hyun Oh

Audio-Visual Fusion Layers for Event Type Aware Video Recognition

arXiv [arXiv]
Arda Senocak, Junsik Kim, Tae-Hyun Oh, Hyeonggon Ryu, Dingzeyu Li, In So Kweon

FICGAN: Facial Identity Controllable GAN for De-identification

arXiv [arXiv]
Yonghyun Jeong, Jooyoung Choi, Sungwon Kim, Youngmin Ro, Tae-Hyun Oh, Doyeon Kim, Heonseok Ha, Sungroh Yoon

2021

Journals

Lightweight Speaker Recognition by Poincare ฬNeural Networks

IEEE Signal Processing Letters (SPL) 2021
Jieun Lee*,ย Kim Sung-Bin*, Seokhyeong Kang,ย Tae-Hyun Oh (*equal contribution)

Dense Relational Image Captioning via Multi-task Triple-Stream Networks

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021 [arXiv] [Github]
Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, 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

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2012 [PDF]
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

European Conference on Computer Vision (ECCV) 2012 [PDF]
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