Non-target Divergence Hypothesis: Toward Understanding Domain Gaps in Cross-Modal Knowledge Distillation

Y Chen, Z Xu, X Huang, S Zhao, X Jiang, X Gao… - arXiv preprint arXiv …, 2024 - arxiv.org
Compared to single-modal knowledge distillation, cross-modal knowledge distillation faces
more severe challenges due to domain gaps between modalities. Although various methods …

Unveiling the Black Box: Independent Functional Module Evaluation for Bird's-Eye-View Perception Model

L Zhang, X Ding, Y Dai, L He, K Li - arXiv preprint arXiv:2409.11969, 2024 - arxiv.org
End-to-end models are emerging as the mainstream in autonomous driving perception.
However, the inability to meticulously deconstruct their internal mechanisms results in …