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

TETUP: Code for "Towards Explainable Temporal User Profiling with LLMs" (ExUM 2025). This project proposes a content-based recommendation framework that generates short-term and long-term user profiles using LLMs, enabling interpretable and personalized recommendations with temporal awareness.

Deep learning framework for multi-horizon financial time series forecasting using RNN, GRU, and LSTM. Incorporates hyperparameter optimization, visualization, and multivariate sequence prediction across Open, High, Low, Close, and Volume indicators.

a research project to explore how AI can be trained and coded to see the near- and far-future by exploring synthetic prescience through the FFFBF algorithm

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

RecurVid is a fast, recursive image-to-video generation model that creates high-quality short videos through next-frame prediction and progressive synthesis.