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cs.CV2024★ 1 cited
Preventing Local Pitfalls in Vector Quantization via Optimal Transport
Borui Zhang, Wenzhao Zheng, Jie Zhou +1
Vector-quantized networks (VQNs) have exhibited remarkable performance across various tasks, yet they are prone to training instability, which complicates the training process due…
cs.CV2024
Path Choice Matters for Clear Attribution in Path Methods
Borui Zhang, Wenzhao Zheng, Jie Zhou +1
Rigorousness and clarity are both essential for interpretations of DNNs to engender human trust. Path methods are commonly employed to generate rigorous attributions that satisfy t…