1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CV2024
SCKD: Semi-Supervised Cross-Modality Knowledge Distillation for 4D Radar Object Detection
Ruoyu Xu, Zhiyu Xiang, Chenwei Zhang +6
3D object detection is one of the fundamental perception tasks for autonomous vehicles. Fulfilling such a task with a 4D millimeter-wave radar is very attractive since the sensor i…
stat.ME2024
Multi-Layer Kernel Machines: Fast and Optimal Nonparametric Regression with Uncertainty Quantification
Xiaowu Dai, Huiying Zhong
Kernel ridge regression (KRR) is widely used for nonparametric regression over reproducing kernel Hilbert spaces. It offers powerful modeling capabilities at the cost of significan…
cs.LG2024★ 1 cited
Provable Multi-Party Reinforcement Learning with Diverse Human Feedback
Huiying Zhong, Zhun Deng, Weijie J. Su +2
Reinforcement learning with human feedback (RLHF) is an emerging paradigm to align models with human preferences. Typically, RLHF aggregates preferences from multiple individuals w…