Simyung Chang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 46

Top Topics

Convolutional Network

Reinforcement Learning

Keyword Spotting

Top Venues

Publications

Jihwan Bang, Juntae Lee, Kyuhong Shim, Seunghan Yang, Simyung Chang
Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference. ACL (1) (2024)
Jihwan Bang, Juntae Lee, Kyuhong Shim, Seunghan Yang, Simyung Chang
Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference. CoRR (2024)
Seunghan Yang, Seokeon Choi, Hyunsin Park, Sungha Choi, Simyung Chang, Sungrack Yun
Feature Diversification and Adaptation for Federated Domain Generalization. CoRR (2024)
Byeonggeun Kim, Jun-Tae Lee, Seunghan Yang, Simyung Chang
Scalable Weight Reparametrization for Efficient Transfer Learning. CoRR (2023)
Seunghan Yang, Byeonggeun Kim, Kyuhong Shim, Simyung Chang
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data. CoRR (2023)
Byeonggeun Kim, Jun-Tae Lee, Kyuhong Shim, Simyung Chang
Task-Agnostic Open-Set Prototype for Few-Shot Open-Set Recognition. ICIP (2023)
Byeonggeun Kim, Jun-Tae Lee, Seunghan Yang, Simyung Chang
Scalable Weight Reparametrization for Efficient Transfer Learning. ICASSP (2023)
Kyuhong Shim, Jinkyu Lee, Simyung Chang, Kyuwoong Hwang
Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer. CoRR (2023)
Minseop Park, Jaeseong You, Markus Nagel, Simyung Chang
Quadapter: Adapter for GPT-2 Quantization. CoRR (2022)
Byeonggeun Kim, Seunghan Yang, Jangho Kim, Simyung Chang
QTI Submission to DCASE 2021: residual normalization for device-imbalanced acoustic scene classification with efficient design. CoRR (2022)
Byeonggeun Kim, Seunghan Yang, Jangho Kim, Hyunsin Park, Juntae Lee, Simyung Chang
Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification. CoRR (2022)
Byeonggeun Kim, Seunghan Yang, Inseop Chung, Simyung Chang
Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting. CoRR (2022)
Byeonggeun Kim, Seunghan Yang, Jangho Kim, Hyunsin Park, Juntae Lee, Simyung Chang
Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification. INTERSPEECH (2022)
Seunghan Yang, Byeonggeun Kim, Inseop Chung, Simyung Chang
Personalized Keyword Spotting through Multi-task Learning. INTERSPEECH (2022)
Jangho Kim, Juntae Lee, Simyung Chang, Nojun Kwak
Variational On-the-Fly Personalization. ICML (2022)
Jun-Tae Lee, Hyunsin Park, Sungrack Yun, Simyung Chang
Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks. AAAI (2022)
John Yang, Yash Bhalgat, Simyung Chang, Fatih Porikli, Nojun Kwak
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation. WACV (2022)
Byeonggeun Kim, Seunghan Yang, Inseop Chung, Simyung Chang
Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting. INTERSPEECH (2022)
Seunghan Yang, Byeonggeun Kim, Inseop Chung, Simyung Chang
Personalized Keyword Spotting through Multi-task Learning. CoRR (2022)
Minseop Park, Jaeseong You, Markus Nagel, Simyung Chang
Quadapter: Adapter for GPT-2 Quantization. EMNLP (Findings) (2022)
Jangho Kim, Simyung Chang, Sungrack Yun, Nojun Kwak
Prototype-based Personalized Pruning. CoRR (2021)
Byeonggeun Kim, Seunghan Yang, Jangho Kim, Simyung Chang
Domain Generalization on Efficient Acoustic Scene Classification Using Residual Normalization. DCASE (2021)
Byeonggeun Kim, Simyung Chang, Jinkyu Lee, Dooyong Sung
Broadcasted Residual Learning for Efficient Keyword Spotting. CoRR (2021)
Simyung Chang, Hyoungwoo Park, Janghoon Cho, Hyunsin Park, Sungrack Yun, Kyuwoong Hwang
SubSpectral Normalization for Neural Audio Data Processing. CoRR (2021)
Jangho Kim, Simyung Chang, Nojun Kwak
PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation. CoRR (2021)
Seunghan Yang, Debasmit Das, Simyung Chang, Sungrack Yun, Fatih Porikli
Distribution Estimation to Automate Transformation Policies for Self-Supervision. CoRR (2021)
John Yang, Yash Bhalgat, Simyung Chang, Fatih Porikli, Nojun Kwak
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation. CoRR (2021)
Byeonggeun Kim, Seunghan Yang, Jangho Kim, Simyung Chang
Domain Generalization on Efficient Acoustic Scene Classification using Residual Normalization. CoRR (2021)
Jangho Kim, Simyung Chang, Sungrack Yun, Nojun Kwak
Prototype-Based Personalized Pruning. ICASSP (2021)
Simyung Chang, KiYoon Yoo, Jiho Jang, Nojun Kwak
Self-Evolutionary Optimization for Pareto Front Learning. CoRR (2021)
Byeonggeun Kim, Simyung Chang, Jinkyu Lee, Dooyong Sung
Broadcasted Residual Learning for Efficient Keyword Spotting. Interspeech (2021)
Simyung Chang, Hyoungwoo Park, Janghoon Cho, Hyunsin Park, Sungrack Yun, Kyuwoong Hwang
Subspectral Normalization for Neural Audio Data Processing. ICASSP (2021)
Jangho Kim, Simyung Chang, Nojun Kwak
PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation. Interspeech (2021)
Sang-Ho Lee, Simyung Chang, Nojun Kwak
URNet: User-Resizable Residual Networks with Conditional Gating Module. AAAI (2020)
Simyung Chang, Keuntek Lee, Shobhit Jain, Cheul-Hee Hahm
BIBNet: An Efficient Super Resolution with Bottleneck-In-Bottleneck. IJCNN (2020)
Simyung Chang, Youngjoon Yoo, Jaeseok Choi, Nojun Kwak
BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning. ICPRAM (2019)
Simyung Chang, Sang-Ho Lee, Nojun Kwak
URNet : User-Resizable Residual Networks with Conditional Gating Module. CoRR (2019)
Simyung Chang, Seonguk Park, John Yang, Nojun Kwak
Sym-Parameterized Dynamic Inference for Mixed-Domain Image Translation. ICCV (2019)
Simyung Chang, John Yang, Jaeseok Choi, Nojun Kwak
Genetic-Gated Networks for Deep Reinforcement. CoRR (2019)
John Yang, Gyuejeong Lee, Simyung Chang, Nojun Kwak
Towards Governing Agent's Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning. ACML (2019)
Simyung Chang, John Yang, Seonguk Park, Nojun Kwak
Broadcasting Convolutional Network for Visual Relational Reasoning. ECCV (15) (2018)
John Yang, Gyujeong Lee, Minsung Hyun, Simyung Chang, Nojun Kwak
Towards Governing Agent's Efficacy: Action-Conditional β-VAE for Deep Transparent Reinforcement Learning. CoRR (2018)
Simyung Chang, John Yang, Jaeseok Choi, Nojun Kwak
Genetic-Gated Networks for Deep Reinforcement Learning. NeurIPS (2018)
Simyung Chang, Seonguk Park, John Yang, Nojun Kwak
Image Translation to Mixed-Domain using Sym-Parameterized Generative Network. CoRR (2018)
Simyung Chang, John Yang, Seonguk Park, Nojun Kwak
Broadcasting Convolutional Network. CoRR (2017)
Simyung Chang, Young Joon Yoo, Jaeseok Choi, Nojun Kwak
Knowledge Sharing for Reinforcement Learning: Writing a BOOK. CoRR (2017)