3 papers
cs.CV2025
StretchySnake: Flexible SSM Training Unlocks Action Recognition Across Spatio-Temporal Scales
Nyle Siddiqui, Rohit Gupta, Sirnam Swetha +1
State space models (SSMs) have emerged as a competitive alternative to transformers in various tasks. Their linear complexity and hidden-state recurrence make them particularly att…
cs.CV2025
TimeLogic: A Temporal Logic Benchmark for Video QA
Sirnam Swetha, Hilde Kuehne, Mubarak Shah
Temporal logical understanding, a core facet of human cognition, plays a pivotal role in capturing complex sequential events and their temporal relationships within videos. This ca…
cs.CV2021
Unsupervised Discriminative Embedding for Sub-Action Learning in Complex Activities
Sirnam Swetha, Hilde Kuehne, Yogesh S Rawat +1
Action recognition and detection in the context of long untrimmed video sequences has seen an increased attention from the research community. However, annotation of complex activi…