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20202026
most citedLearnable Faster Kernel-PCA for Nonlinear Fault Detection: Deep Autoencoder-Based Realization

2 citations · 6 across the 13 of their papers we have counts for

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cs.CV2024

AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery

Yuxun Qu, Yongqiang Tang, Chenyang Zhang +1

Different from the traditional semi-supervised learning paradigm that is constrained by the close-world assumption, Generalized Category Discovery (GCD) presumes that the unlabeled…

cs.LG2024

LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models

Guangyan Li, Yongqiang Tang, Wensheng Zhang

Large language models (LLMs) show excellent performance in difficult tasks, but they often require massive memories and computational resources. How to reduce the parameter scale o…