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

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

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

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

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

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

Domain Generalization with MixStyle (ICLR'21)

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

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

Sparsity-aware deep learning inference runtime for CPUs