Bae, Sangmin
- Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation
2025/07/14 by Sangmin Bae, Bae, Sangmin, Yujin Kim +19 · 6 voices · 29 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
- Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
2024/10/28 by Sangmin Bae, Bae, Sangmin, Adam Fisch +10 · 2 voices · 10 citations
Engineering · Computer Science · #cs.CL #cs.LG
- Preservation of the Global Knowledge by Not-True Distillation in Federated Learning
2021/06/06 by Gihun Lee, Lee, Gihun, Minchan Jeong +7 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding
2023/10/09 by Sangmin Bae, Bae, Sangmin, Jongwoo Ko +5 · 8 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Block Transformer: Global-to-Local Language Modeling for Fast Inference
2024/06/04 by Ho, Namgyu, Bae, Sangmin, Kim, Taehyeon +6 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models
2023/11/14 by Kim, Yujin, Yoon, Jaehong, Ye, Seonghyeon +4 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- MixCo: Mix-up Contrastive Learning for Visual Representation
2020/10/13 by Kim, Sungnyun, Lee, Gihun, Bae, Sangmin +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Stethoscope-guided Supervised Contrastive Learning for Cross-domain Adaptation on Respiratory Sound Classification
2023/12/15 by Kim, June-Woo, Bae, Sangmin, Cho, Won-Yang +2 · 3 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Fine-tuned In-Context Learning Transformers are Excellent Tabular Data Classifiers
2024/05/22 by Felix den Breejen, Breejen, Felix den, Sangmin Bae +5 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications
- VACoDe: Visual Augmented Contrastive Decoding
2024/07/26 by Sihyeon Kim, Kim, Sihyeon, Bokeum Cho +7 · 3 citations
Computer Science · #Data Visualization and Analytics
- Self-Contrastive Learning: Single-viewed Supervised Contrastive Framework using Sub-network
2021/06/29 by Sangmin Bae, Sungnyun Kim, Bae, Sangmin +9 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Enhancement Techniques #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Photoacoustic and Ultrasonic Imaging
- Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models
2024/10/14 by Yongjin Yang, Yang, Yongjin, Sihyeon Kim +11 · 2 citations
Computer Science · Social Sciences · #Speech Recognition and Synthesis #Computational and Text Analysis Methods #Advanced Data Compression Techniques
- Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance
2023/11/11 by Kim, June-Woo, Yoon, Chihyeon, Toikkanen, Miika +2 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Fine-Tuning the Retrieval Mechanism for Tabular Deep Learning
2023/11/13 by Breejen, Felix den, Bae, Sangmin, Cha, Stephen +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Video Temporal Dynamics with Cross-Modal Attention for Robust Audio-Visual Speech Recognition
2024/07/04 by Sungnyun Kim, Kim, Sungnyun, Kangwook Jang +7 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Music and Audio Processing #Speech and Audio Processing #electronic engineering #information engineering
- RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification
2024/05/05 by June-Woo Kim, Miika Toikkanen, Kim, June-Woo +7 · 1 citation
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Chronic Obstructive Pulmonary Disease (COPD) Research #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Phonocardiography and Auscultation Techniques #Sound (cs.SD) #electronic engineering #information engineering
- Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL
2024/07/20 by Choi, Yunseon, Bae, Sangmin, Ban, Seonghyun +6 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation
2025/01/23 by Kim, Sungnyun, Cho, Sungwoo, Bae, Sangmin +2 · 2 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering