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Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)

Python 139 10 Updated Apr 16, 2026

Offical implementation of "Spike-driven Transformer" (NeurIPS2023)

Python 313 37 Updated Mar 18, 2024
Python 13 7 Updated Mar 8, 2023

real-time network architecture for mobile devices and semantic segmentation

403 84 Updated Jul 25, 2022

Variational Recurrent Autoencoder for timeseries clustering in pytorch

Python 493 84 Updated Jul 6, 2023

A GCN-based generative adversarial network for skeleton sequence generation

Python 6 2 Updated May 25, 2022
Python 67 9 Updated Jan 2, 2023

Methods for video, inertial and multimodal activity recognition

Python 2 2 Updated Mar 17, 2022

A sample code of data augmentation methods for wearable sensor data (time-series data)

Jupyter Notebook 412 80 Updated Aug 3, 2020

Official code for "Action Transformer: A Self-attention Model for Short-time Pose-based Human Action Recognition", Pattern Recognition (2022).

Python 99 23 Updated Jan 3, 2025

CZU-MHAD: A multimodal dataset for human action recognition utilizing a depth camera and 10 wearable inertial sensors

MATLAB 26 2 Updated Jun 2, 2022

Transformer for Human Activity Recognition

Jupyter Notebook 77 17 Updated Jan 18, 2023

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

Python 1,941 273 Updated Jan 17, 2025

[BMVC2021] "TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation"

Python 42 5 Updated Jan 17, 2022

Unsupervised time series anomaly detection library

Python 1,355 203 Updated May 25, 2026

Track emissions from Compute and recommend ways to reduce their impact on the environment.

Python 1,841 287 Updated May 29, 2026

The implementation for "Extremely Lightweight Skeleton-Based Action Recognition with ShiftGCN++." (TIP 2021).

Python 29 2 Updated Apr 18, 2022

[ECCV 2022] Source code of "EdgeFormer: Improving Light-weight ConvNets by Learning from Vision Transformers"

Python 357 53 Updated Dec 14, 2022

Densely Guided Knowledge Distillation using Multiple Teacher Assistants

Python 11 3 Updated Oct 10, 2021

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

Python 74 16 Updated Sep 27, 2021

The official implementation of CVPR 2021 Paper: Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation.

Python 12 2 Updated Oct 15, 2021

A real-time motion capture system that estimates poses and global translations using only 6 inertial measurement units

Python 450 82 Updated May 8, 2025

Complementary Relation Contrastive Distillation

Python 17 5 Updated Jun 29, 2021

[ICCV'21] Learning Spatio-Temporal Transformer for Visual Tracking

Python 710 151 Updated Apr 13, 2024

Intertial-based Human Activity Recognition with Transformers

Python 94 19 Updated Apr 18, 2021

Transformer Network for Time-Series, Sensor and Wearable Data

Python 27 9 Updated Feb 8, 2021

Code on selecting an action based on multimodal inputs. Here in this case inputs are voice and text.

Python 73 12 Updated Jun 7, 2021

[ECCV 2020] Code for "Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction"

Python 433 83 Updated Mar 4, 2024

Time-Aware Transformer-based Network for Clinical Notes Series Prediction

Python 24 2 Updated Jan 20, 2024
Python 15 6 Updated Jul 25, 2024
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