dynamic-neural-network
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[CVPR 2023] DynamicDet: A Unified Dynamic Architecture for Object Detection
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Apr 1, 2024 - Python
A curated list of Early Exiting papers, benchmarks, and misc.
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Oct 26, 2023
[ECCV 2024] 3D Small Object Detection with Dynamic Spatial Pruning
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Aug 19, 2024 - Python
Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)
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May 20, 2024 - Python
Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)
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Jan 7, 2024 - Python
Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)
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Sep 23, 2023 - Python
HADAS: Hardware-aware Dynamic Neural Architecture Search for Performance Scaling (DATE 2023)
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Dec 29, 2022 - Python
Official implementation of DynPartition: Automatic Optimal Pipeline Parallelism of Dynamic Neural Networks over Heterogeneous GPU Systems for Inference Tasks
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May 5, 2023 - Python
Clustering with dynamic neural network
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Nov 1, 2023 - Python
Official Repository for the VISAPP 2023 paper "Dynamically Modular and Sparse General Continual Learning".
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Mar 23, 2023 - Python
Code for Highly Trustworthy Multimodal Learning (HTML) Method on Omics
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Feb 9, 2023 - Python
Multi-omics Trustworthy Integration Framework (MoTIF)
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Aug 9, 2023 - Python
Repository containing code for the paper: Fixing Overconfidence in Dynamic Neural Networks
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Dec 7, 2023 - Python
[Official] ICML 2022 workshop: Dynamic Neural Networks, Oral Paper, "SUPERNET TRAINING FOR FEDERATED IMAGE CLASSIFICATION UNDER SYSTEM HETEROGENEITY"
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Jan 26, 2023 - Python
Build a Kohonen network (SOM) with python and plotly
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Nov 19, 2022 - Python
Dynamic Multimodal Inference [CMU Spring 2024 Course Project : 11-785 Introduction to Deep Learning]
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May 3, 2024
This project investigates the accuracy-specificity trade-off of early-exiting dynamic DNNs with two novel architectures: Gran-HBN and AG-HBN.
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Apr 16, 2024 - Jupyter Notebook
A class that implements an MLP neural network
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Jun 3, 2025 - Python
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