research
∙
08/20/2023
Turning Waste into Wealth: Leveraging Low-Quality Samples for Enhancing Continuous Conditional Generative Adversarial Networks
Continuous Conditional Generative Adversarial Networks (CcGANs) enable g...
share
research
∙
12/08/2022
Occlusion-Robust FAU Recognition by Mining Latent Space of Masked Autoencoders
Facial action units (FAUs) are critical for fine-grained facial expressi...
research
∙
09/12/2022
DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization
Device Model Generalization (DMG) is a practical yet under-investigated ...
research
∙
08/21/2022
Revisiting Item Promotion in GNN-based Collaborative Filtering: A Masked Targeted Topological Attack Perspective
Graph neural networks (GNN) based collaborative filtering (CF) have attr...
research
∙
03/22/2022
SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic Images
Skin cancer is one of the most common types of malignancy, affecting a l...
research
∙
04/07/2021
Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and Regression
Knowledge distillation (KD) has been actively studied for image classifi...
research
∙
03/20/2021
Efficient Subsampling for Generating High-Quality Images from Conditional Generative Adversarial Networks
Subsampling unconditional generative adversarial networks (GANs) to impr...
research
∙
11/15/2020
CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation
This work proposes the continuous conditional generative adversarial net...
research
∙
10/30/2020
Perception Improvement for Free: Exploring Imperceptible Black-box Adversarial Attacks on Image Classification
Deep neural networks are vulnerable to adversarial attacks. White-box ad...
research
∙
10/29/2020
Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery Detection
Recently, generative adversarial networks (GANs) can generate photo-real...
research
∙
07/29/2019
