5 citations · 8 across the 4 of their papers we have counts for
4 papers
A Simple State Space Model Excels at Multivariate Time Series Classification
Hassan Saadatmand, Geoffrey I. Webb, Hamid Rezatofighi +1
Structured state space models (SSMs) have recently emerged as a promising foundation for sequence modeling, with Mamba-based architectures demonstrating strong performance through…
Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification
Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb +2
We argue that time series analysis is fundamentally different in nature to either vision or natural language processing with respect to the forms of meaningful self-supervised lear…
JRDB-Traj: A Dataset and Benchmark for Trajectory Forecasting in Crowds
Saeed Saadatnejad, Yang Gao, Hamid Rezatofighi +1
Predicting future trajectories is critical in autonomous navigation, especially in preventing accidents involving humans, where a predictive agent's ability to anticipate in advanc…
Approximating the Permanent by Sampling from Adaptive Partitions
Jonathan Kuck, Tri Dao, Hamid Rezatofighi +2
Computing the permanent of a non-negative matrix is a core problem with practical applications ranging from target tracking to statistical thermodynamics. However, this problem is…