Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated lear…

📚 👓 A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such…

Benchmarking optimization methods on convex problems.

Must-read papers on prompt-based tuning for pre-trained language models.

Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

Official repository with Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification" (ECCV 2020)

Contrastive Language-Image Pretraining

Official code for "Towards Recognizing Unseen Categories in Unseen Domains"

Graph Convolutional Networks in PyTorch

Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)

Code for our ECCV paper -- "Learning to Balance Specificity and Invariance for In and Out of Domain Generalization"

Creativity Inspired Zero-Shot Learning