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cs.CV2026
Benchmarking Compact VLMs for Clip-Level Surveillance Anomaly Detection Under Weak Supervision
Kirill Borodin, Kirill Kondrashov, Nikita Vasiliev +4
CCTV safety monitoring demands anomaly detectors combine reliable clip-level accuracy with predictable per-clip latency despite weak supervision. This work investigates compact vis…
cs.CV2026
From Visual to Multimodal: Systematic Ablation of Encoders and Fusion Strategies in Animal Identification
Vasiliy Kudryavtsev, Kirill Borodin, German Berezin +3
Automated animal identification is a practical task for reuniting lost pets with their owners, yet current systems often struggle due to limited dataset scale and reliance on unimo…