116 citations · 120 across the 4 of their papers we have counts for
4 papers
Representation Disparity-aware Distillation for 3D Object Detection
Yanjing Li, Sheng Xu, Mingbao Lin +3
In this paper, we focus on developing knowledge distillation (KD) for compact 3D detectors. We observe that off-the-shelf KD methods manifest their efficacy only when the teacher m…
Multi-Camera Calibration Free BEV Representation for 3D Object Detection
Hongxiang Jiang, Wenming Meng, Hongmei Zhu +2
In advanced paradigms of autonomous driving, learning Bird's Eye View (BEV) representation from surrounding views is crucial for multi-task framework. However, existing methods bas…
Inference-InfoGAN: Inference Independence via Embedding Orthogonal Basis Expansion
Hongxiang Jiang, Jihao Yin, Xiaoyan Luo +1
Disentanglement learning aims to construct independent and interpretable latent variables in which generative models are a popular strategy. InfoGAN is a classic method via maximiz…
Deep-Learning-Enabled Fast Optical Identification and Characterization of Two-Dimensional Materials
Bingnan Han, Yuxuan Lin, Yafang Yang +22
Advanced microscopy and/or spectroscopy tools play indispensable role in nanoscience and nanotechnology research, as it provides rich information about the growth mechanism, chemic…