Time series forecasting with PyTorch

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

Official Pytorch implementation of "Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video", CVPR 2021

GolfDB is a video database for Golf Swing Sequencing, which involves detecting 8 golf swing events in trimmed golf swing videos. This repo demos the baseline model, SwingNet.

TKAN: Temporal Kolmogorov-Arnold Networks

自然言語で書かれた時間情報表現を抽出/規格化するルールベースの解析器

SeqNet: Code for the RA-L (ICRA) 2021 paper "SeqNet: Learning Descriptors for Sequence-Based Hierarchical Place Recognition"

Temporal documentation

Extract dates from text

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

Support for Temporal/History tables in SQLite using Python

TREND: TempoRal Event and Node Dynamics for Graph Representation Learning. WWW-2022.

A QT tool used to annotate temporal segments of a video with events which each have unique and customisable information.

SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series

AirObject: A Temporally Evolving Graph Embedding for Object Identification (CVPR 2022)

[TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup

Timeseries database

Temporal WaSR-T model for maritime obstacle detection via semantic segmentation

This is the reference implementation of our NeurIPS 2023 paper "Add and Thin: Diffusion for Temporal Point Processes"

A Novel Deep Video Watermarking Framework with Enhanced Robustness to H.264/AVC Compression