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Na Wang

3 accepted papers

2025

Tag-Aware Weakly-Supervised Online Hashing with Enhanced Joint Representation

ICASSP 2025accepted

Weakly-supervised online hashing has garnered significant attention recently, yet several challenges remain unresolved, such as how to effectively denoise tags, and how to efficiently learn hash functions in dynamic online scenarios. To tackle these challenges, we propose a novel method named Tag-Aw…

Cited by 0SourceScholar
2024

GroupCover: A Secure, Efficient and Scalable Inference Framework for On-device Model Protection based on TEEs

ICML 2024poster

Due to the high cost of training DNN models, how to protect the intellectual property of DNN models, especially when the models are deployed to users' devices, is becoming an important topic. One practical solution is to use Trusted Execution Environments (TEEs) and researchers have proposed various…

Cited by 2SourcePDFScholar
2023

ALOFT: A Lightweight MLP-Like Architecture With Dynamic Low-Frequency Transform for Domain Generalization

CVPR 2023poster

Domain generalization (DG) aims to learn a model that generalizes well to unseen target domains utilizing multiple source domains without re-training. Most existing DG works are based on convolutional neural networks (CNNs). However, the local operation of the convolution kernel makes the model focu…