output
20092026
most citedSupporting Regularized Logistic Regression Privately and Efficiently

164 citations

19 papers

cs.CV2026★ 14 cited

Hybrid supervised instance segmentation by learning label noise suppression

Linwei Chen, Ying Fu, Shaodi You +1

To reach top accuracy, current fully supervised instance segmentation methods severely rely on large-scale pixel-wise labeled datasets. They are usually expensive and time-consumin…

cs.CV2025★ 6 cited

OCFER-Net: Recognizing Facial Expression in Online Learning System

Yi Huo, Lei Zhang

Recently, online learning is very popular, especially under the global epidemic of COVID-19. Besides knowledge distribution, emotion interaction is also very important. It can be o…

cs.CV2025★ 2 cited

VAD-Net: Multidimensional Facial Expression Recognition in Intelligent Education System

Yi Huo, Yun Ge

Current FER (Facial Expression Recognition) dataset is mostly labeled by emotion categories, such as happy, angry, sad, fear, disgust, surprise, and neutral which are limited in ex…

cs.CV2025★ 10 cited

Multi-modal Reference Learning for Fine-grained Text-to-Image Retrieval

Zehong Ma, Hao Chen, Wei Zeng +2

Fine-grained text-to-image retrieval aims to retrieve a fine-grained target image with a given text query. Existing methods typically assume that each training image is accurately…

cs.CV2025★ 1 cited

Soften the Mask: Adaptive Temporal Soft Mask for Efficient Dynamic Facial Expression Recognition

Meng-zhu Li, Quanxing Zha, Hongjun Wu

Dynamic Facial Expression Recognition (DFER) facilitates the understanding of psychological intentions through non-verbal communication. Existing methods struggle to manage irrelev…

cs.LG2024★ 4 cited

Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-Label Classification

Zitai Wang, Qianqian Xu, Zhiyong Yang +4

Multi-label ranking, which returns multiple top-ranked labels for each instance, has a wide range of applications for visual tasks. Due to its complicated setting, prior arts have…