[CVPR 2023] DynamicDet: A Unified Dynamic Architecture for Object Detection

[ECCV 2024] 3D Small Object Detection with Dynamic Spatial Pruning

A curated list of Early Exiting papers, benchmarks, and misc.

Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)

[Preprint] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models

Compiler for Dynamic Neural Networks

Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)

Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)

HADAS: Hardware-aware Dynamic Neural Architecture Search for Performance Scaling (DATE 2023)

Clustering with dynamic neural network

Official implementation of DynPartition: Automatic Optimal Pipeline Parallelism of Dynamic Neural Networks over Heterogeneous GPU Systems for Inference Tasks

Official Repository for the VISAPP 2023 paper "Dynamically Modular and Sparse General Continual Learning".

Multi-omics Trustworthy Integration Framework (MoTIF)

Code for Highly Trustworthy Multimodal Learning (HTML) Method on Omics

Repository containing code for the paper: Fixing Overconfidence in Dynamic Neural Networks

[Official] ICML 2022 workshop: Dynamic Neural Networks, Oral Paper, "SUPERNET TRAINING FOR FEDERATED IMAGE CLASSIFICATION UNDER SYSTEM HETEROGENEITY"

Dynamic Multimodal Inference [CMU Spring 2024 Course Project : 11-785 Introduction to Deep Learning]

Build a Kohonen network (SOM) with python and plotly

This project investigates the accuracy-specificity trade-off of early-exiting dynamic DNNs with two novel architectures: Gran-HBN and AG-HBN.