temporal-modeling

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition

Timeception for Complex Action Recognition, CVPR 2019 (Oral Presentation)

【AAAI'2021】MVFNet: Multi-View Fusion Network for Efficient Video Recognition

Efficient 3D Backbone Network for Temporal Modeling

【ICCV'2023】What Can Simple Arithmetic Operations Do for Temporal Modeling?

ICCV 19 Grouped Spatial-Temporal Aggretation for Efficient Action Recognition

【ACMMM'2021】DSANet: Dynamic Segment Aggregation Network for Video-Level Representation Learning

Code for "Long Horizon Forecasting With Temporal Point Processes", WSDM 2021

the PyTorch implementation of chunk-level attention-based temporal aggregation framework for sequence-to-one recognition tasks

The PyTorch implementation of the additional temporal modeling on the DeepEmoCluster framework

A modern implementation of ECCV 2018 paper: "Hierarchical Relational Networks for Group Activity Recognition and Retrieval".