Minje Kim

86 papers A* 2A 6B 4Misc 19Journal 43Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
HEART-PFL: Stable Personalized Federated Learning under Heterogeneity with Hierarchical Directional Alignment and Adversarial Knowledge Transfer.
CoRR
Minjun Kim, Minje Kim
2026 J jnl
Semantics-Aware Generative Latent Data Augmentation for Learning in Low-Resource Domains.
CoRR
Jaesung Bae, Minje Kim
2026 — conf
Your Permission Leaks My Data: Second-Hand Privacy Harms in LLM Agents.
CHI Extended Abstracts
Minje Kim, Keeheon Lee
2025 A conf
DTA: Dual Temporal-channel-wise Attention for Spiking Neural Networks.
WACV
Minje Kim, Minjun Kim, Xu Yang
2025 J jnl
DTA: Dual Temporal-channel-wise Attention for Spiking Neural Networks.
CoRR
Minje Kim, Minjun Kim, Xu Yang
2025 J jnl
Discrete Audio Tokens: More Than a Survey!
CoRR
Pooneh Mousavi, Gallil Maimon, Adel Moumen, Darius Petermann, Jiatong Shi, Haibin Wu, Haici Yang, Anastasia Kuznetsova, Artem Ploujnikov, Ricard Marxer, Bhuvana Ramabhadran, Benjamin Elizalde, Loren Lugosch, Jinyu Li, Cem Subakan, Philip C. Woodland, Minje Kim, Hung-yi Lee, Shinji Watanabe, Yossi Adi, Mirco Ravanelli
2025 J jnl
Discrete Audio Tokens: More Than a Survey!
Trans. Mach. Learn. Res.
Pooneh Mousavi, Gallil Maimon, Adel Moumen, Darius Petermann, Jiatong Shi, Haibin Wu, Haici Yang, Anastasia Kuznetsova, Artem Ploujnikov, Ricard Marxer, Bhuvana Ramabhadran, Benjamin Elizalde, Loren Lugosch, Jinyu Li, Cem Subakan, Philip C. Woodland, Minje Kim, Hung-yi Lee, Shinji Watanabe, Yossi Adi, Mirco Ravanelli
2025 J jnl
Low-Resource Audio Codec (LRAC): 2025 Challenge Description.
CoRR
Kamil Wójcicki, Yusuf Ziya Isik, Laura Lechler, Mansur Yesilbursa, Ivana Balic, Wolfgang Mack, Rafal Laganowski, Guoqing Zhang, Yossi Adi, Minje Kim, Shinji Watanabe
2025 J jnl
SRHand: Super-Resolving Hand Images and 3D Shapes via View/Pose-aware Neural Image Representations and Explicit 3D Meshes.
CoRR
Minje Kim, Tae-Kyun Kim
2025 — conf
TGIF: Talker Group-Informed Familiarization of Target Speaker Extraction.
WASPAA
Tsun-An Hsieh, Minje Kim
2025 J jnl
Task-Specific Audio Coding for Machines: Machine-Learned Latent Features Are Codes for That Machine.
CoRR
Anastasia Kuznetsova, Inseon Jang, Wootaek Lim, Minje Kim
2025 J jnl
Uncovering Patterns of Brain Activity from EEG Data Consistently Associated with Cybersickness Using Neural Network Interpretability Maps.
CoRR
Jacqueline Yau, Katherine J. Mimnaugh, Evan G. Center, Timo Ojala, Steven M. LaValle, Wenzhen Yuan, Nancy M. Amato, Minje Kim, Kara D. Federmeier
2024 J jnl
A Comparative Analysis of Poetry Reading Audio: Singing, Narrating, or Somewhere In Between?
CoRR
Kahyun Choi, Minje Kim
2024 Misc conf
A Comparative Analysis of Poetry Reading Audio: Singing, Narrating, or Somewhere in Between?
ICASSP
Kahyun Choi, Minje Kim
2024 A* conf
BiTT: Bi-Directional Texture Reconstruction of Interacting Two Hands from a Single Image.
CVPR
Minje Kim, Tae-Kyun Kim
2024 J jnl
BiTT: Bi-directional Texture Reconstruction of Interacting Two Hands from a Single Image.
CoRR
Minje Kim, Tae-Kyun Kim
2024 — conf
Dense Hand-Object (HO) GraspNet with Full Grasping Taxonomy and Dynamics.
ECCV (82)
Woojin Cho, Jihyun Lee, Minjae Yi, Minje Kim, Taeyun Woo, Donghwan Kim, Taewook Ha, Hyokeun Lee, Je-Hwan Ryu, Woontack Woo, Tae-Kyun Kim
2024 J jnl
Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics.
CoRR
Woojin Cho, Jihyun Lee, Minjae Yi, Minje Kim, Taeyun Woo, Donghwan Kim, Taewook Ha, Hyokeun Lee, Je-Hwan Ryu, Woontack Woo, Tae-Kyun Kim
2024 Misc conf
Generative De-Quantization for Neural Speech Codec Via Latent Diffusion.
ICASSP
Haici Yang, Inseon Jang, Minje Kim
2024 A conf
Genhancer: High-Fidelity Speech Enhancement via Generative Modeling on Discrete Codec Tokens.
INTERSPEECH
Haici Yang, Jiaqi Su, Minje Kim, Zeyu Jin
2024 Misc conf
Hyperbolic Distance-Based Speech Separation.
ICASSP
Darius Petermann, Minje Kim
2024 J jnl
Hyperbolic Distance-Based Speech Separation.
CoRR
Darius Petermann, Minje Kim
2024 J jnl
IoT Edge-Cloud: An Internet-of-Things Edge-Empowered Cloud System for Device Management in Smart Spaces.
IEEE Netw.
Yoseop Ahn, Minje Kim, Jeongah Lee, Yiwen Shen, Jaehoon Jeong
2024 A conf
Multimodal Representation Loss Between Timed Text and Audio for Regularized Speech Separation.
INTERSPEECH
Tsun-An Hsieh, Heeyoul Choi, Minje Kim
2024 Misc conf
Personalized Neural Speech Codec.
ICASSP
Inseon Jang, Haici Yang, Wootaek Lim, Seungkwon Beack, Minje Kim
2024 J jnl
Personalized Neural Speech Codec.
CoRR
Inseon Jang, Haici Yang, Wootaek Lim, Seungkwon Beack, Minje Kim
2024 B conf
Professional Jazz Musicians Explore and Exploit a Space of Sounds.
CogSci
Tevin Williams, Matthew Setzler, Minje Kim, Rachel Ryskin, Michael J. Spivey, Tyler Marghetis
2024 Misc conf
Scalable and Efficient Speech Enhancement Using Modified Cold Diffusion: A Residual Learning Approach.
ICASSP
Minje Kim, Trausti T. Kristjansson
2023 J jnl
Generative De-Quantization for Neural Speech Codec via Latent Diffusion.
CoRR
Haici Yang, Inseon Jang, Minje Kim
2023 J jnl
Native Multi-Band Audio Coding within Hyper-Autoencoded Reconstruction Propagation Networks.
CoRR
Darius Petermann, Inseon Jang, Minje Kim
2022 Misc conf
Deep Adaptive Aec: Hybrid of Deep Learning and Adaptive Acoustic Echo Cancellation.
ICASSP
Hao Zhang, Srivatsan Kandadai, Harsha Rao, Minje Kim, Tarun Pruthi, Trausti T. Kristjansson
2022 Misc conf
Don't Separate, Learn To Remix: End-To-End Neural Remixing With Joint Optimization.
ICASSP
Haici Yang, Shivani Firodiya, Nicholas J. Bryan, Minje Kim
2022 J jnl
Neural Feature Predictor and Discriminative Residual Coding for Low-Bitrate Speech Coding.
CoRR
Haici Yang, Wootaek Lim, Minje Kim
2022 J jnl
SpaIn-Net: Spatially-Informed Stereophonic Music Source Separation.
CoRR
Darius Petermann, Minje Kim
2022 Misc conf
Spain-Net: Spatially-Informed Stereophonic Music Source Separation.
ICASSP
Darius Petermann, Minje Kim
2022 J jnl
Stochastic gradient descent-based support vector machines training optimization on Big Data and HPC frameworks.
Concurr. Comput. Pract. Exp.
Vibhatha Abeykoon, Geoffrey C. Fox, Minje Kim, Saliya Ekanayake, Supun Kamburugamuve, Kannan Govindarajan, Pulasthi Wickramasinghe, Niranda Perera, Chathura Widanage, Ahmet Uyar, Gurhan Gunduz, Selahatin Akkas
2022 J jnl
The Potential of Neural Speech Synthesis-based Data Augmentation for Personalized Speech Enhancement.
CoRR
Anastasia Kuznetsova, Aswin Sivaraman, Minje Kim
2022 Misc conf
Upmixing Via Style Transfer: A Variational Autoencoder for Disentangling Spatial Images And Musical Content.
ICASSP
Haici Yang, Sanna Wager, Spencer Russell, Mike Luo, Minje Kim, Wontak Kim
2022 J jnl
Upmixing via style transfer: a variational autoencoder for disentangling spatial images and musical content.
CoRR
Haici Yang, Sanna Wager, Spencer Russell, Mike Luo, Minje Kim, Wontak Kim
2021 — conf
An Open-Sourced Time-Frequency Domain RF Classification Framework.
EUSIPCO
R. David Badger, Kristopher H. Jung, Minje Kim
2021 J jnl
HARP-Net: Hyper-Autoencoded Reconstruction Propagation for Scalable Neural Audio Coding.
CoRR
Darius Petermann, Seungkwon Beack, Minje Kim
2021 — conf
Harp-Net: Hyper-Autoencoded Reconstruction Propagation for Scalable Neural Audio Coding.
WASPAA
Darius Petermann, Seungkwon Beack, Minje Kim
2021 J jnl
Neural Remixer: Learning to Remix Music with Interactive Control.
CoRR
Haici Yang, Shivani Firodiya, Nicholas J. Bryan, Minje Kim
2021 J jnl
Psychoacoustic Calibration of Loss Functions for Efficient End-to-End Neural Audio Coding.
CoRR
Kai Zhen, Mi Suk Lee, Jongmo Sung, Seungkwon Beack, Minje Kim
2021 J jnl
Scalable and Efficient Neural Speech Coding.
CoRR
Kai Zhen, Jongmo Sung, Mi Suk Lee, Seungkwon Beack, Minje Kim
2021 J jnl
Self-Supervised Learning for Personalized Speech Enhancement.
CoRR
Aswin Sivaraman, Minje Kim
2021 — conf
Singular Value Decomposition for Compression of Large-Scale Radio Frequency Signals.
EUSIPCO
R. David Badger, Minje Kim
2021 Misc conf
Source-Aware Neural Speech Coding for Noisy Speech Compression.
ICASSP
Haici Yang, Kai Zhen, Seungkwon Beack, Minje Kim
2021 — conf
Zero-Shot Personalized Speech Enhancement Through Speaker-Informed Model Selection.
WASPAA
Aswin Sivaraman, Minje Kim
2021 J jnl
Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection.
CoRR
Aswin Sivaraman, Minje Kim
2020 Misc conf
A Dual-Staged Context Aggregation Method towards Efficient End-to-End Speech Enhancement.
ICASSP
Kai Zhen, Mi Suk Lee, Minje Kim
2020 A* conf
AutoQ: Automated Kernel-Wise Neural Network Quantization.
ICLR
Qian Lou, Feng Guo, Minje Kim, Lantao Liu, Lei Jiang
2020 Misc conf
Deep Autotuner: A Pitch Correcting Network for Singing Performances.
ICASSP
Sanna Wager, George Tzanetakis, Cheng-i Wang, Minje Kim
2020 J jnl
Deep Autotuner: a Pitch Correcting Network for Singing Performances.
CoRR
Sanna Wager, George Tzanetakis, Cheng-i Wang, Minje Kim
2020 J jnl
Efficient And Scalable Neural Residual Waveform Coding With Collaborative Quantization.
CoRR
Kai Zhen, Mi Suk Lee, Jongmo Sung, Seungkwon Beack, Minje Kim
2020 Misc conf
Efficient and Scalable Neural Residual Waveform Coding with Collaborative Quantization.
ICASSP
Kai Zhen, Mi Suk Lee, Jongmo Sung, Seungkwon Beack, Minje Kim
2020 A conf
Sparse Mixture of Local Experts for Efficient Speech Enhancement.
INTERSPEECH
Aswin Sivaraman, Minje Kim
2020 J jnl
Sparse Mixture of Local Experts for Efficient Speech Enhancement.
CoRR
Aswin Sivaraman, Minje Kim
2019 J jnl
AutoQB: AutoML for Network Quantization and Binarization on Mobile Devices.
CoRR
Qian Lou, Lantao Liu, Minje Kim, Lei Jiang
2019 A conf
Cascaded Cross-Module Residual Learning Towards Lightweight End-to-End Speech Coding.
INTERSPEECH
Kai Zhen, Jongmo Sung, Mi Suk Lee, Seungkwon Beack, Minje Kim
2019 J jnl
Cascaded Cross-Module Residual Learning towards Lightweight End-to-End Speech Coding.
CoRR
Kai Zhen, Jongmo Sung, Mi Suk Lee, Seungkwon Beack, Minje Kim
2019 J jnl
Deep Autotuner: A Data-Driven Approach to Natural-Sounding Pitch Correction for Singing Voice in Karaoke Performances.
CoRR
Sanna Wager, George Tzanetakis, Cheng-i Wang, Lijiang Guo, Aswin Sivaraman, Minje Kim
2019 J jnl
Efficient Context Aggregation for End-to-End Speech Enhancement Using a Densely Connected Convolutional and Recurrent Network.
CoRR
Kai Zhen, Mi Suk Lee, Minje Kim
2019 Misc conf
Intonation: A Dataset of Quality Vocal Performances Refined by Spectral Clustering on Pitch Congruence.
ICASSP
Sanna Wager, George Tzanetakis, Stefan Sullivan, Cheng-i Wang, John Shimmin, Minje Kim, Perry Cook
2019 — conf
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation.
IPDPS Workshops
Geoffrey C. Fox, James A. Glazier, J. C. S. Kadupitiya, Vikram Jadhao, Minje Kim, Judy Qiu, James P. Sluka, Endre T. Somogyi, Madhav V. Marathe, Abhijin Adiga, Jiangzhuo Chen, Oliver Beckstein, Shantenu Jha
2019 J jnl
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation.
CoRR
Geoffrey C. Fox, James A. Glazier, J. C. S. Kadupitiya, Vikram Jadhao, Minje Kim, Judy Qiu, James P. Sluka, Endre T. Somogyi, Madhav V. Marathe, Abhijin Adiga, Jiangzhuo Chen, Oliver Beckstein, Shantenu Jha
2019 B conf
Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM.
CCGRID
Vibhatha Lakmal Abeykoon, Geoffrey Charles Fox, Minje Kim
2019 J jnl
Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM.
CoRR
Vibhatha Abeykoon, Geoffrey C. Fox, Minje Kim
2018 J jnl
A Data-Driven Approach to Smooth Pitch Correction for Singing Voice in Pop Music.
CoRR
Sanna Wager, Lijiang Guo, Aswin Sivaraman, Minje Kim
2018 Misc conf
Bitwise Source Separation on Hashed Spectra: An Efficient Posterior Estimation Scheme Using Partial Rank Order Metrics.
ICASSP
Lijiang Guo, Minje Kim
2018 — conf
Collaborative Speech Dereverberation: Regularized Tensor Factorization for Crowdsourced Multi-Channel Recordings.
EUSIPCO
Sanna Wager, Minje Kim
2018 B conf
Creative leaps in musical ecosystems: early warning signals of critical transitions in professional jazz.
CogSci
Matthew Setzler, Tyler Marghetis, Minje Kim
2018 B conf
DeepPicar: A Low-Cost Deep Neural Network-Based Autonomous Car.
RTCSA
Michael Garrett Bechtel, Elise McEllhiney, Minje Kim, Heechul Yun
2018 J jnl
On Psychoacoustically Weighted Cost Functions Towards Resource-Efficient Deep Neural Networks for Speech Denoising.
CoRR
Kai Zhen, Aswin Sivaraman, Jongmo Sung, Minje Kim
2017 J jnl
Bitwise Source Separation on Hashed Spectra: An Efficient Posterior Estimation Scheme Using Partial Rank Order Metrics.
CoRR
Lijiang Guo, Minje Kim
2017 J jnl
Collaborative Deep Learning for Speech Enhancement: A Run-Time Model Selection Method Using Autoencoders.
CoRR
Minje Kim
2017 Misc conf
Collaborative Deep Learning for speech enhancement: A run-time model selection method using autoencoders.
ICASSP
Minje Kim
2017 J jnl
On Exploiting Structured Human Interactions to Enhance Sensing Accuracy in Cyber-physical Systems.
ACM Trans. Cyber Phys. Syst.
Hongwei Wang, Yunlong Gao, Shaohan Hu, Shiguang Wang, Renato Mancuso, Minje Kim, Po-Liang Wu, Lu Su, Lui Sha, Tarek F. Abdelzaher
2017 Misc conf
Towards expressive instrument synthesis through smooth frame-by-frame reconstruction: From string to woodwind.
ICASSP
Sanna Wager, Liang Chen, Minje Kim, Christopher Raphael
2017 A conf
XNOR-POP: A processing-in-memory architecture for binary Convolutional Neural Networks in Wide-IO2 DRAMs.
ISLPED
Lei Jiang, Minje Kim, Wujie Wen, Danghui Wang
2015 — conf
Exploiting structured human interactions to enhance estimation accuracy in cyber-physical systems.
ICCPS
Yunlong Gao, Shaohan Hu, Renato Mancuso, Hongwei Wang, Minje Kim, Po-Liang Wu, Lu Su, Lui Sha, Tarek F. Abdelzaher
2011 J jnl
Nonnegative Matrix Partial Co-Factorization for Spectral and Temporal Drum Source Separation.
IEEE J. Sel. Top. Signal Process.
Minje Kim, Jiho Yoo, Kyeongok Kang, Seungjin Choi
2010 Misc conf
Blind rhythmic source separation: Nonnegativity and repeatability.
ICASSP
Minje Kim, Jiho Yoo, Kyeongok Kang, Seungjin Choi
2010 Misc conf
Nonnegative matrix partial co-factorization for drum source separation.
ICASSP
Jiho Yoo, Minje Kim, Kyeongok Kang, Seungjin Choi
2006 — conf
Monaural Music Source Separation: Nonnegativity, Sparseness, and Shift-Invariance.
ICA
Minje Kim, Seungjin Choi
2005 — conf
On Spectral Basis Selection for Single Channel Polyphonic Music Separation.
ICANN (2)
Minje Kim, Seungjin Choi