2 papers
cs.CV2026
AVTrace: Diagnosing Audio-Visual Temporal Reasoning in Omni Models
Longyin Zhang, Parth Sakhare Mahendra, Chengwei Wei +4
Omni models can describe video content, but can they locate events in time, preserve event order, and judge audio-visual synchronization? We introduce AVTrace (Audio-Visual Tempora…
cs.NE2020
Spatio-Temporal Activation Function To Map Complex Dynamical Systems
Parth Mahendra
Most of the real world is governed by complex and chaotic dynamical systems. All of these dynamical systems pose a challenge in modelling them using neural networks. Currently, res…