3 papers
cs.CV2024
CRoF: CLIP-based Robust Few-shot Learning on Noisy Labels
Shizhuo Deng, Bowen Han, Jiaqi Chen +3
Noisy labels threaten the robustness of few-shot learning (FSL) due to the inexact features in a new domain. CLIP, a large-scale vision-language model, performs well in FSL on imag…
cs.CV2023
Prior Knowledge Guided Network for Video Anomaly Detection
Zhewen Deng, Dongyue Chen, Shizhuo Deng
Video Anomaly Detection (VAD) involves detecting anomalous events in videos, presenting a significant and intricate task within intelligent video surveillance. Existing studies oft…
cs.CV2023
AGG-Net: Attention Guided Gated-convolutional Network for Depth Image Completion
Dongyue Chen, Tingxuan Huang, Zhimin Song +2
Recently, stereo vision based on lightweight RGBD cameras has been widely used in various fields. However, limited by the imaging principles, the commonly used RGB-D cameras based…