머신러닝, 저널
Neural Networks 논문을 낸 국내 연구실
T2Neural Networks. 2023년 이후 논문 41편, 연구실 24곳
이 학회에 논문을 낸 연구실
| 연구실 | 대학 | 탑티어 논문 | 전체 논문 | 구성원 | 비교 |
|---|---|---|---|---|---|
 MCML이종석 교수 | 연세대 | 9 | 41 | 15 | |
 Programming Languages Lab이원열 교수모집 안내 | POSTECH | 3 | 10 | – | |
 RAIN Lab주창희 교수모집 안내 | 고려대 | 1 | 19 | 3 | |
 Robot Learning Lab최성준 교수 | 고려대 | 16 | 35 | 4 |
최근 논문
- Do we really need a large number of visual prompts?
2024, Efficient Machine Intelligence Lab @ Korea University
- Ensuring spatial scalability with temporal-wise spatial attentive pooling for temporal action detection
2024, 패턴인식 및 머신러닝 연구실
- Expressive power of ReLU and step networks under floating-point operations
2024, Programming Languages Lab, Efficient Inference and Learning Lab
- Geometry-driven self-supervision for 3D human pose estimation
2024, 패턴인식 및 머신러닝 연구실
- Hydra: Multi-head low-rank adaptation for parameter efficient fine-tuning
2024, 홍영준 연구실, V-Lab
- Magnitude and angle dynamics in training single ReLU neurons
2024, 예종철 연구실
- Masked Kinematic Continuity-aware Hierarchical Attention Network for pose estimation in videos
2024, 패턴인식 및 머신러닝 연구실
- Quality-diversity based semi-autonomous teleoperation using reinforcement learning
2024, Robot Learning Lab
- Robust sound-guided image manipulation
2024, Computer Vision Lab (CVLAB), 윤상호 연구실
- Temporal shuffling for defending deep action recognition models against adversarial attacks
2024, MCML
- Towards a rigorous analysis of mutual information in contrastive learning
2024, 이원종 연구실
- Video domain adaptation for semantic segmentation using perceptual consistency matching
2024, Medical Artificial Intelligence Lab
- An effective low-rank compression with a joint rank selection followed by a compression-friendly training
2023, 이원종 연구실
- Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation
2023, Medical Artificial Intelligence Lab
- Divide-and-conquer the NAS puzzle in resource-constrained federated learning systems
2023, Efficient Machine Intelligence Lab @ Korea University
- Event fusion photometric stereo network
2023, Computer Vision Lab (CVLAB)
- Generating post-hoc explanations for Skip-gram-based node embeddings by identifying important nodes with bridgeness
2023, LearnData laboratory
- STACoRe: Spatio-temporal and action-based contrastive representations for reinforcement learning in Atari
2023, 디스플레이소자 연구실
- Stereoscopic scalable quantum convolutional neural networks
2023, Korea Univ., AI and Mobility (AIM) Lab
- Switching ETM-based neural adaptive output feedback control for nonaffine stochastic MIMO nonlinear systems subject to deferred constraint
2023, 안춘기 연구실