Uncertainty-guided appearance-motion association network for out-of-distribution action detection

• المؤلفون الرئيسيون: Fang, Xiang, Arvind Easwaran, Genest, Blaise
• مؤلفون آخرون: Interdisciplinary Graduate School (IGS)
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2024
• الموضوعات: Computer and Information Science; Uncertainty-guided appearance-motion association; Out-of-distribution action detection
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/178516

Out-of-distribution (OOD) detection targets to detect and reject test samples with semantic shifts, to prevent models trained on in-distribution (ID) dataset from producing unreliable predictions. Existing works only extract the appearance features on image datasets, and cannot handle dynamic real-w...