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Official Pytorch implementation for the paper titled "Active Learning for Object Detection with Evidential Deep Learning and Hierarchical Uncertainty Aggregation" presented on ICLR 2023.

Python 20 4 Updated Feb 27, 2023

Official Pytorch implementation for the paper titled "Few-Round Learning for Federated Learning" presented on NeurIPS 2021.

Python 5 1 Updated Jul 14, 2022

Official implementation for paper titled "Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning" accepted at ICLR 2023

Python 11 4 Updated Jun 18, 2024

[NIPS'23] EvoFed: Leveraging Evolutionary Strategies for Efficient and Privacy-Preserving Federated Learning

Python 6 1 Updated Aug 24, 2023
Python 2 Updated Jun 4, 2024

Improving Low-Latency Predictions in Multi-Exit Neural Networks via Block-Dependent Losses

Python 3 1 Updated Nov 7, 2023

Sageflow: Robust Federated Learning against Both Stragglers and Adversaries at NeurIPS'21

Python 9 2 Updated Jul 14, 2022

Domain Generalization with MixStyle (ICLR'21)

Python 262 38 Updated Oct 6, 2022
Python 100 8 Updated Sep 11, 2022

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

Python 1,223 431 Updated May 7, 2024

The open-source tool for building high-quality datasets and computer vision models

Python 7,929 521 Updated Jul 25, 2024

Sparsity-aware deep learning inference runtime for CPUs

Python 2,946 167 Updated Jul 19, 2024