Search Results for author:
Found 5 papers, 0 papers with code
AdvLoRA: Adversarial Low-Rank Adaptation of Vision-Language Models
Different from LoRA, we improve the efficiency and robustness of adversarial adaptation by designing a novel reparameterizing method based on parameter clustering and parameter alignment.
SANDFORMER: CNN and Transformer under Gated Fusion for Sand Dust Image Restoration
In this paper, we introduce an effective hybrid architecture for sand image restoration tasks, which leverages local features from CNN and long-range dependencies captured by transformer to improve the results further.
GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices based on Fine-Grained Structured Weight Sparsity
It necessitates the sparse model inference via weight pruning, i. e., DNN weight sparsity, and it is desirable to design a new DNN weight sparsity scheme that can facilitate real-time inference on mobile devices while preserving a high sparse model accuracy.
DeepAuditor: Distributed Online Intrusion Detection System for IoT devices via Power Side-channel Auditing
We also designed a distributed CNN classifier for online inference in a laboratory setting.
On the non-degenerate and degenerate generic singularities formed by mean curvature flow
In this paper we study a neighborhood of generic singularities formed by mean curvature flow (MCF).
Differential Geometry Analysis of PDEs 53C44, 35K93
