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Kuizhi Mei

2 accepted papers

2026

Redundant Queries in DETR-Based 3D Detection Methods: Unnecessary and Prunable

AAAI 2026technical

Query-based models are extensively used in 3D object detection tasks, with a wide range of pre-trained checkpoints readily available online. However, despite their popularity, these models often require an excessive number of object queries, far surpassing the actual number of objects to detect. The

Cited by 0SourcePDFScholar
2024

Experience Consistency Distillation Continual Reinforcement Learning for Robotic Manipulation Tasks

ICRA 2024poster

Continual reinforcement learning, which aims to help robots acquire skills without catastrophic forgetting, obviating the need to re-learn all tasks from scratch. In order to enable lifelong acquisition of skills in robots, replay-based continual reinforcement learning has emerged as a promising res…

Cited by 1SourceScholar