3 papers
cs.CV2026
FuseMamba-VD: Dual Branch VideoMamba with Gated Class Token Fusion for Violence Detection
Damith Chamalke Senadeera, Muhammad Awais, Shibo Li +2
The rapid proliferation of surveillance cameras has increased the demand for automated violence detection. While CNNs and Transformers have shown success in extracting spatio-tempo…
cs.CV2026
RAIGen: Rare Attribute Identification in Text-to-Image Generative Models
Silpa Vadakkeeveetil Sreelatha, Dan Wang, Serge Belongie +2
Text-to-image diffusion models achieve impressive generation quality but inherit and amplify training-data biases, skewing coverage of semantic attributes. Prior work addresses thi…
cs.CV2025
DVD: A Comprehensive Dataset for Advancing Violence Detection in Real-World Scenarios
Dimitrios Kollias, Damith C. Senadeera, Jianian Zheng +4
Violence Detection (VD) has become an increasingly vital area of research. Existing automated VD efforts are hindered by the limited availability of diverse, well-annotated databas…