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20232025
most citedThink2Drive: Efficient Reinforcement Learning by Thinking in Latent World Model for Quasi-Realistic Autonomous Driving (in CARLA-v2)

2 citations · 2 across the 4 of their papers we have counts for

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cs.CV2024

Not All Samples Should Be Utilized Equally: Towards Understanding and Improving Dataset Distillation

Shaobo Wang, Yantai Yang, Qilong Wang +3

Dataset Distillation (DD) aims to synthesize a small dataset capable of performing comparably to the original dataset. Despite the success of numerous DD methods, theoretical explo…

cs.CV2023

Unified Batch Normalization: Identifying and Alleviating the Feature Condensation in Batch Normalization and a Unified Framework

Shaobo Wang, Xiangdong Zhang, Dongrui Liu +1

Batch Normalization (BN) has become an essential technique in contemporary neural network design, enhancing training stability. Specifically, BN employs centering and scaling opera…