3 papers
cs.LG2026
LILogic Net: Compact Logic Gate Networks with Learnable Connectivity for Efficient Hardware Deployment
Katarzyna Fojcik, Renaldas Zioma, Jogundas Armaitis
Efficient machine learning deployment requires models that account for hardware constraints. Because binary logic gates are the fundamental primitives of digital hardware, models b…
cs.CV2026
Efficient Logic Gate Networks for Video Copy Detection
Katarzyna Fojcik
Video copy detection requires robust similarity estimation under diverse visual distortions while operating at very large scale. Although deep neural networks achieve strong perfor…
cs.CV2025
Counteracting temporal attacks in Video Copy Detection
Katarzyna Fojcik, Piotr Syga
Video Copy Detection (VCD) plays a crucial role in copyright protection and content verification by identifying duplicates and near-duplicates in large-scale video databases. The M…