most citedWS-IMUBench: Can Weakly Supervised Methods from Audio, Image, and Video Be Adapted for IMU-based Temporal Action Localization?

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cs.LG2026

VP-VAE: Rethinking Vector Quantization via Adaptive Vector Perturbation

Linwei Zhai, Han Ding, Mingzhi Lin +5

Vector Quantized Variational Autoencoders (VQ-VAEs) are fundamental to modern generative modeling, yet they often suffer from training instability and "codebook collapse" due to th…