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Beyond Scaling Laws
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Physical AI & Robotics
논문 60개
# Foundation Model for Robotics
Learning Large Motion Estimation from Intermediate Representations with a High-Resolution Optical Flow Dataset Featuring Long-Range Dynamic Motion
Hoonhee Cho, Yuhwan Jeong, Kuk-Jin Yoon ·
ICCV
· 2025
# Foundation Model for Robotics
From Sharp to Blur: Unsupervised Domain Adaptation for 2D Human Pose Estimation Under Extreme Motion Blur Using Event Cameras
Youngho Kim, Hoonhee Cho, Kuk-Jin Yoon ·
ICCV
· 2025
# Foundation Model for Robotics
ReflAct: World-Grounded Decision Making in LLM Agents via Goal-State Reflection
Jeonghye Kim, Sojeong Rhee, Minbeom Kim, Dohyung Kim, Sangmook Lee, Youngchul Sung, Kyomin Jung ·
EMNLP
· 2025
# Foundation Model for Robotics
Reward Dimension Reduction for Scalable Multi-Objective Reinforcement Learning
Giseung Park, Youngchul Sung ·
ICLR
· 2025
# Foundation Model for Robotics
SEED: Speaker Embedding Enhancement Diffusion Model
KiHyun Nam, Jungwoo Heo, Jee-weon Jung, Gangin Park, Chaeyoung Jung, Ha-Jin Yu, Joon Son Chung ·
Interspeech
· 2025
# Foundation Model for Robotics
Accelerating Diffusion-based Text-to-Speech Model Training with Dual Modality Alignment
Jeongsoo Choi, Zhikang Niu, Ji-Hoon Kim, Chunhui Wang, Joon Son Chung, Xie Chen ·
Interspeech
· 2025
# Foundation Model for Robotics
High-Quality Joint Image and Video Compression with Causal VAE
Dawit Mureja Argaw, Xian Liu, Qinsheng Zhang, Joon Son Chung, Ming-Yu Liu, Fitsum Reda ·
ICLR
· 2025
# Foundation Model for Robotics
V2SFlow: Video-to-Speech Generation with Speech Decomposition and Rectified Flow
Jeongsoo Choi, Ji-Hoon Kim, Jinyu Li, Joon Son Chung, Shujie Liu ·
ICASSP
· 2025
# Foundation Model for Robotics
Label-Augmented Dataset Distillation
Seoungyoon Kang, Youngsun Lim, Hyunjung Shim ·
WACV
· 2025
# Foundation Model for Robotics
DGQ: Distribution-Aware Group Quantization for Text-to-Image Diffusion Models
Hyogon Ryu, NaHyeon Park, Hyunjung Shim ·
ICLR
· 2025
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