dynamic-neural-network

There are 2 repositories under dynamic-neural-network topic.

VDIGPKU / DynamicDet
[CVPR 2023] DynamicDet: A Unified Dynamic Architecture for Object Detection
coco dynamic-neural-network object-detection yolo
Language:Python 104
txsun1997 / awesome-early-exiting
A curated list of Early Exiting papers, benchmarks, and misc.
deep-learning dynamic-neural-network natural-language-processing neural-network paper-list
86
xuxw98 / DSPDet3D
[arXiv 2023] 3D Small Object Detection with Dynamic Spatial Pruning
3d-object-detection efficient-networks small-object-detection sparse-convolution point-cloud pruning robotics dynamic-neural-network matterport3d scannet object-detection 3d-scene-understanding point-clouds
Language:Python 82
BICLab / Attention-SNN
Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)
attention-mechanism dynamic-neural-network spiking-neural-networks
Language:Python 42
Raphael-Hao / brainstorm
Compiler for Dynamic Neural Networks
compiler dynamic-neural-network
Language:Python 39
BICLab / ASA-SNN
Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)
attention-mechanism dynamic-neural-network redundancy spiking-neural-networks
Language:Python 22
ltkong218 / WaveletVFI
Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)
deep-learning dynamic-neural-network efficiency frame-interpolation optical-flow pytorch slow-motion sparse-convolution video wavelet annimation flops high-resolution
Language:Python 15
HalimaBouzidi / HADAS
HADAS: Hardware-aware Dynamic Neural Architecture Search for Performance Scaling (DATE 2023)
dynamic-neural-network multiobjective-optimization nas neural-networks hw-aware-nas
Language:Python 8
Dynamic_graph_neural_network
antonin-lfv / Dynamic_graph_neural_network
Clustering with dynamic neural network
deep-learning graph plotly python dynamic-time-warping euclidean-distances fourier-transform dynamic-neural-network
Language:Python 6
fanpu / DynPartition
Official implementation of DynPartition: Automatic Optimal Pipeline Parallelism of Dynamic Neural Networks over Heterogeneous GPU Systems for Inference Tasks
dynamic-neural-network dynpartition machine-learning model-parallelism neural-networks pipeline-parallelism pytorch reinforcement-learning scheduling treelstm
Language:Python 5
NeurAI-Lab / DynamicContinualLearning
Official Repository for the VISAPP 2023 paper "Dynamically Modular and Sparse General Continual Learning".
continual-learning dynamic-neural-network lifelong-learning
Language:Python 5
PKU-BDBA / HTML
Code for Highly Trustworthy Multimodal Learning (HTML) Method on Omics
dynamic-neural-network multimodal multiomics trustworthy-ai
Language:Python 4
AaltoML / calibrated-dnn
Repository containing code for the paper: Fixing Overconfidence in Dynamic Neural Networks
dynamic-neural-network overconfidence uncertainty-quantification
Language:Python 3
YuxingLu613 / MoTIF
Multi-omics Trustworthy Integration Framework (MoTIF)
dynamic-neural-network multimodal multiomics trustworthy-ai
Language:Python 2
Kthyeon / FedSup
[Official] ICML 2022 workshop: Dynamic Neural Networks, Oral Paper, "SUPERNET TRAINING FOR FEDERATED IMAGE CLASSIFICATION UNDER SYSTEM HETEROGENEITY"
batch-normalization dynamic-neural-network federated-learning
Language:Python 1
antonin-lfv / Kohonen_network
Build a Kohonen network (SOM) with python and plotly
deep-learning dynamic-neural-network plotly python scientific-publications
Language:Python
ben-sanati / Class-Granular-Classifications
This project investigates the accuracy-specificity trade-off of early-exiting dynamic DNNs with two novel architectures: Gran-HBN and AG-HBN.
computer-vision convolutional-neural-networks deep-learning dynamic-neural-network
Language:Jupyter Notebook
Rajeevveera24 / idl_project
Dynamic Multimodal Inference [CMU Spring 2024 Course Project : 11-785 Introduction to Deep Learning]
dynamic-neural-network gating-networks multimodal-deep-learning

dynamic-neural-network

VDIGPKU / DynamicDet

txsun1997 / awesome-early-exiting

xuxw98 / DSPDet3D

BICLab / Attention-SNN

Raphael-Hao / brainstorm

BICLab / ASA-SNN

ltkong218 / WaveletVFI

HalimaBouzidi / HADAS

antonin-lfv / Dynamic_graph_neural_network

fanpu / DynPartition

NeurAI-Lab / DynamicContinualLearning

PKU-BDBA / HTML

AaltoML / calibrated-dnn

YuxingLu613 / MoTIF

Kthyeon / FedSup

antonin-lfv / Kohonen_network

ben-sanati / Class-Granular-Classifications

Rajeevveera24 / idl_project