raymin0223
Ph.D. at KAIST AI; Prev Intern at Google DeepMind, Kakao; Interests in LLM Inference Acceleration, Foundation Model Training, Multimodal Learning
KAIST AISeoul, Republic of Korea
Pinned Repositories
block-transformer
Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)
deepscaler
Democratizing Reinforcement Learning for LLMs
fast_robust_early_exit
Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
FedNTD
(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
LoGo
Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)
MicroNet_OSI-AI
(NeurIPS-2019 MicroNet Challenge - 3rd Winner) Open source code for "SIPA: A simple framework for efficient networks"
MixCo-Mixup-Contrast
(NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"
patch-mix_contrastive_learning
Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification (INTERSPEECH 2023)
self-contrastive-learning
Self-Contrastive Learning: Single-viewed Supervised Contrastive Framework using Sub-network (AAAI 2023)
openssl-simcore
(CVPR 2023) Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning
raymin0223's Repositories
raymin0223/patch-mix_contrastive_learning
Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification (INTERSPEECH 2023)
raymin0223/fast_robust_early_exit
Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
raymin0223/LoGo
Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)
raymin0223/self-contrastive-learning
Self-Contrastive Learning: Single-viewed Supervised Contrastive Framework using Sub-network (AAAI 2023)
raymin0223/FedNTD
(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
raymin0223/MicroNet_OSI-AI
(NeurIPS-2019 MicroNet Challenge - 3rd Winner) Open source code for "SIPA: A simple framework for efficient networks"
raymin0223/MixCo-Mixup-Contrast
(NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"
raymin0223/openssl-simcore
Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning (CVPR 2023)
raymin0223/raymin0223.github.io