Research

Research - Software



SQuiDNet: Selective Query-guided Debiasing for Video Corpus Moment Retrieval

Sunjae Yoon, Ji Woo Hong, Eunseop Yoon, Dahyun Kim, Juneyeong Kim, Hee Suk Yoon, Chang D. Yoo

European Conference on Computer Vision (ECCV) 2022

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Forget-free Continual Learning with Winning Subnetworks

Haeyong Kang, Rusty John Lloyd Mina, Sultan Rizky Hikmawan Madjid, Jaehong Yoon, Mark Hasegawa-Johnson, Sung Ju Hwang, and Chang D. Yoo

International Conference on Machine Learning (ICML) 2022

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SoftGroup for 3D Instance Segmentation on Point Clouds

Thang Vu, Kookhoi Kim, Tung Luu, Thanh Nguyen, Chang D. Yoo

Computer Vision and Pattern Recognition (CVPR) 2022

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CNN-based Learnable Gammatone Filterbank and Equal-loudness Normalization for Environmental Sound Classification

Hyunsin Park, Chang D. Yoo

IEEE Signal Processing Letters

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Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution

Thang Vu, Hyunjun Jang, Trung X. Pham, Chang D. Yoo

Neural Information Processing Systems

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Edge-Labeling Graph Neural Network for Few-shot Learning

Jongmin Kim, Taesup Kim, Sungwoong Kim, and Chang D. Yoo

International Conference on Computer Vision and Pattern Recognition

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Face Alignment Using Cascade Gaussian Process Regression Trees

Donghoon Lee, Hyunsin Park, and Chang D. Yoo

International Conference on Computer Vision and Pattern Recognition

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Maximum Margin Learning of t-SPNs for Cell Classification with Filtered Input

Haeyong Kang, Chang D. Yoo, and Yongcheon Na

IEEE Journal of Selected Topics in Signal Processing

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Complex Video Scene Analysis using Kernelized Collaborative Behavior Pattern Learning based on Hierarchical Representative Object Behaviors

Sanghyuk Park, Hyunsin Park and Chang D. Yoo

Accepted to IEEE Transactions on Circuits and Systems for Video Technology

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Underdetermined High-Resolution DOA Estimation: A 2pth-Order Source-Signal/Noise Subspace Constrained Optimization

Jinho Choi and Chang D. Yoo

IEEE Transactions on Signal Processing

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Underdetermined Convolutive BSS: Bayes Risk Minimization Based on a Mixture of Super-Gaussian Posterior Approximation

Janghoon Cho and Chang D. Yoo

IEEE Transactions on Audio, Speech and Language Processing

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Parametric emotional singing voice synthesis

Younsung Park, Sungrack Yun, and Chang D. Yoo

IEEE International Conference on Acoustics, Speech and Signal Processing

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Higher-Order Correlation Clustering for Image Segmentation

Sungwoong Kim, Sebastian Nowozin, Pushmeet Kohli and Chang D. Yoo

Neural Information Processing Systems

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Psychoacoustically Constrained and Distortion Minimized Speech Enhancement

Seokhwan Jo and Chang D. Yoo

IEEE Transactions on Audio, Speech, and Language Processing.

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Underdetermined Blind Source Separation Based On Subspace Representation

Sanggyun Kim and Chang D. Yoo

IEEE Transactions on Signal Processing

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Loss-scaled Large Margin Gaussian Mixture Models for Speech Emotion Classification

Sungrack Yun and Chang D. Yoo

IEEE Transactions on Audio, Speech and Language Processing

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Large Margin Semi-Markov Model for Phonetic Recognition

Sungwoong Kim, Sungrack Yun, and Chang D. Yoo

IEEE Transactions on Audio, Speech and Language Processing

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