237 Open source projects that are alternatives of or similar to DIN-Group-Activity-Recognition-Benchmark

Tools for movie and video research

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

Comprehensive, latest, and deployable video deep learning algorithm, including video recognition, action localization, and temporal action detection tasks. It's a high-performance, light-weight codebase provides practical models for video understanding research and application

[ICCV 2021 Oral] Deep Evidential Action Recognition

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

temporal action detection with SSN

An open-source toolbox for action understanding based on PyTorch

A curated list of action recognition and related area resources

Code & Models for Temporal Segment Networks (TSN) in ECCV 2016

A collection of recent video understanding datasets, under construction!

Paper list of activity prediction and related area

STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)

TensorFlow code for finetuning I3D model on UCF101.

Temporal Segment Networks (TSN) in PyTorch

ActionVLAD for video action classification (CVPR 2017)

What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]

REPresentAtion bIas Removal (REPAIR) of datasets

GemNet model in PyTorch, as proposed in "GemNet: Universal Directional Graph Neural Networks for Molecules" (NeurIPS 2021)

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

The official PyTorch implementation of "Context Matters: Self-Attention for sign Language Recognition"

⌛ Introducing Self-Attention to Target Attentive Graph Neural Networks (AISP '22)

An implementation of the LRCN in Torch

Surveillance System Against Violence

Smart Contract Vulnerability Detection Using Graph Neural Networks (IJCAI-20 Accepted)

A curated list of “Temporally Language Grounding” and related area

TIMME: Twitter Ideology-detection via Multi-task Multi-relational Embedding (code & data)

A spherical convolutional neural network for cosmology (TFv1).

Codes for "Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks" paper

Papers about explainability of GNNs

Identifying Visible Actions in Lifestyle Vlogs

code for CVPR-2019 paper: Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics

Implementation of paper "Self-supervised Learning on Graphs:Deep Insights and New Directions"

This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).

No description or website provided.

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)

Learning Video Representations from Correspondence Proposals (CVPR 2019 Oral)

Supervised community detection with line graph neural networks

基于kinect 的人体 动作识别

End-to-end Temporal Action Detection with Transformer. [Under review for a journal publication]

Temporal Convolutional Feature Pyramid Network (TCFPN) & Iterative Soft Boundary Assignment (ISBA), CVPR '18

This is a Pytorch implementation of GraphLIME

Implementation of TheWebConf 2021 -- Few-shot Network Anomaly Detection via Cross-network Meta-learning

PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).

Implementation of "Slow-Fast Auditory Streams for Audio Recognition, ICASSP, 2021" in PyTorch

ICCV 19 Grouped Spatial-Temporal Aggretation for Efficient Action Recognition

[TPAMI Special Issue on ICCV 2021 Best Papers, Oral] Just Ask: Learning to Answer Questions from Millions of Narrated Videos

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

Representing Long-Range Context for Graph Neural Networks with Global Attention

Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)

Official PyTorch code for the ICIP 2021 paper 'Syntactically Guided Generative Embeddings For Zero Shot Skeleton Action Recognition'

Code for AdaScan: Adaptive Scan Pooling (CVPR 2017)

Deep Learning for Computer Vision (CommE 5052) in NTU

From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)

[ACL 2021] KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction

Geometric Deep Learning for Flux

[IJCAI 2019] Source code and datasets for "Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification"

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

CP-360-Weakly-Supervised-Saliency

NTU-X, which is an extended version of popular NTU dataset