技術討論

劉育綸教授團隊研究成果分享

★ DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation

Chun-Hung Wu, Shih-Hong Chen, Chih-Yao Hu, Hsin-Yu Wu, Kai-Hsin Chen, Yu-You Chen, Chih-Hai Su, Chih-Kuo Lee, and Yu-Lun Liu

The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), June 2025

★ FrugalNeRF: Fast Convergence for Extreme Few-shot Novel View Synthesis without Learned Priors

Chin-Yang Lin*, Chung-Ho Wu*, Chang-Han Yeh, Shih-Han Yen, Cheng Sun, and Yu-Lun Liu (NYCU and NVIDIA Research)

The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), June 2025

★SpectroMotion: Dynamic 3D Reconstruction of Specular Scenes

Cheng-De Fan, Chen-Wei Chang, Yi-Ruei Liu, Jie-Ying Lee, Jiun-Long Huang, Yu-Chee Tseng, and Yu-Lun Liu (NYCU and UIUC)

The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), June 2025

★ AuraFusion360: Augmented Unseen Region Alignment for Reference-based 360° Unbounded Scene Inpainting
Chung-Ho Wu*, Yang-Jung Chen*, Ying-Huan Chen, Jie-Ying Lee, Bo-Hsu Ke, Chun-Wei Tuan Mu, Yi-Chuan Huang, Chin-Yang Lin, Min-Hung Chen, Yen-Yu Lin, and Yu-Lun Liu (NYCU and NVIDIA Research)The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), June 2025

★ GCC: Generative Color Constancy via Diffusing a Color Checker
Chen-Wei Chang, Chen-De Fan, Chia-Che Chang, Yi-Chen Lo, Yu-Chee Tseng, Jiun-Long Huang, and Yu-Lun Liu (NYCU and MediaTek Inc.)

The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), June 2025

黃敬群教授團隊研究成果分享

★ RC-AutoCalib: An End-to-End Radar-Camera Automatic Calibration Network

Van-Tin Luu, Yon-Lin Cai, Vu-Hoang Tran, Wei-Chen Chiu, Yi-Ting Chen, Ching-Chun Huang

The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), June 2025

 

Warm Diffusion: Recipe for Blur-Noise Mixture Diffusion Models

Hao Chien Hsueh, Wen Hsiao Peng, Ching Chun Huang

International Conference on Learning Representations (ICLR), April 2025

謝秉均教授團隊研究成果分享

★ Efficient Action-Constrained Reinforcement Learning via Acceptance-Rejection Method and Augmented MDPs
Wei Hung, Shao-Hua Sun, Ping-Chun Hsieh
International Conference on Learning Representations (ICLR), April 2025 https://github.com/NYCU-RL-Bandits-Lab/ARAM
 

BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL

Yu-Heng Hung, Kai-Jie Lin, Yu-Heng Lin, Chien-Yi Wang, Cheng Sun, Ping-Chun Hsieh

International Conference on Learning Representations (ICLR), April 2025

Github: https://pinghsieh.github.io/

 

林彥宇教授團隊研究成果分享

Ranking-aware Adapter for Text-driven Image Ordering with CLIP
Wei-Hsiang YuYen-Yu LinMing-Hsuan Yang, and Yi-Hsuan Tsai
International Conference on Learning Representations (ICLR), April 2025
★ Generation and Comprehension Hand-in-Hand: Vision-guided Expression Diffusion for Boosting Referring Expression Generation and Comprehension
Jingcheng KeJun-Cheng ChenI-Hong JhuoChia-Wen Lin, and Yen-Yu Lin
International Conference on Learning Representations (ICLR), April 2025