2 papers
cs.LG2025
On the Simplification of Neural Network Architectures for Predictive Process Monitoring
Amaan Ansari, Lukas Kirchdorfer, Raheleh Hadian
Predictive Process Monitoring (PPM) aims to forecast the future behavior of ongoing process instances using historical event data, enabling proactive decision-making. While recent…
cs.CV2025
DispBench: Benchmarking Disparity Estimation to Synthetic Corruptions
Shashank Agnihotri, Amaan Ansari, Annika Dackermann +2
Deep learning (DL) has surpassed human performance on standard benchmarks, driving its widespread adoption in computer vision tasks. One such task is disparity estimation, estimati…