2 papers
cs.LG2026
PAI: Preserving Amplitude Information in Representation-Based Time-Series Anomaly Detection
Kang Zhang, Wei Jian Lau, Shoushou Ren +3
Representation-based time-series anomaly detection algorithms significantly outperform other methods on diverse anomaly detection tasks. However, we notice that they suffer from a…
cs.CV2024
PH-Dropout: Practical Epistemic Uncertainty Quantification for View Synthesis
Chuanhao Sun, Thanos Triantafyllou, Anthos Makris +4
View synthesis using Neural Radiance Fields (NeRF) and Gaussian Splatting (GS) has demonstrated impressive fidelity in rendering real-world scenarios. However, practical methods fo…