temporal-modeling 开源项目推荐（57 个）

mit-han-lab /temporal-shift-module

[ICCV TSM：用于高效视频理解的时间偏移模块

MCG-NJU /TDN

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

noureldien /timeception

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

whwu95 /MVFNet

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

youngwanLEE /VoV3D

用于时序建模的高效 3D 主干网络

whwu95 /ATM

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

chenxuluo /GST-video

ICCV 19 Grouped Spatial-Temporal Aggretation for Efficient Action Recognition

whwu95 /DSANet

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

pratham16cse /DualTPP

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

winston-lin-wei-cheng /Chunk-Level-Attention-SER-PyTorch

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

caitlynmeeks /Noodlings

具有戏剧控制的多时间尺度情感主体-探索意识功能相关性的97 K参数架构

vmoranv /FlowNSFW

SOTA video NSFW detection via optical flow + attention.

milsab /TETUP

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.

PRADUMAN-KR /Multimodal-Lip-Sync-Deepfake-Detection-System

Production-ready Multimodal Lip Sync Detection & Deepfake Detection System. Detects audio-video synchronization mismatches using deep learning (PyTorch) with a scalable FastAPI-based inference pipeline. Optimized for real-time processing,low false positives, and robust performance on noisy speech segments. Built for video forensics,synthetic media

JustJoyful /Testcard

A reproducible no-reference video quality benchmark comparing ResNet-50/DINOv2 features, temporal architectures, and cross-dataset generalization.

Dansoko22md /Deep-Learning-Video-Emotion

🎭 Deep Learning project for video-based emotion recognition using CNN, LSTM & Autoencoder. Combines spatial feature extraction, temporal modeling & unsupervised learning for accurate classification of human emotions from video sequences. Built with TensorFlow/Keras.

DeeplumenClaw /human-trajectory-model

Open schemas, benchmarks, and baselines for modeling longitudinal human life trajectories and the limits of predictability.

winston-lin-wei-cheng /Temporal-Enhanced-DeepEmoCluster

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

Boules123 /Relational-Networks-and-Retrieval

A new paper implementaion "Hierarchical Relational Networks for Group Activity Recognition and Retrieval"

wesleycamphoraceous336 /FlowNSFW

Detect NSFW video content using optical flow and Mamba SSM for high-accuracy temporal motion analysis.