An open-source toolbox for fast sampling of diffusion models. Official implementations for our [CVPR-2024, ICML-2024] papers

Simulation-based inference toolkit

A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose

⚡ InstaFlow! One-Step Stable Diffusion with Rectified Flow (ICLR 2024)

Official repo for consistency models.

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Official code for ICCV 2023 paper: "Efficient Emotional Adaptation for Audio-Driven Talking-Head Generation".

Unofficial minimal implementation of consistency models (CM) proposed by Song et al. 2023 on a 1D toy task in pytorch

Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)

Official code for Accelerating Diffusion Sampling with Optimized Time Steps (CVPR 2024)

[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

DAMO-ConvAI: The official repository which contains the codebase for Alibaba DAMO Conversational AI.

Template for EPFL (BSc, MSc, or doctoral) theses and semester projects

Learning Robust Statistics for Simulation-Based Inference Under Model Misspecification (Huang et al., Neurips 2023)

⚡ Building applications with LLMs through composability ⚡

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

Fraud Detection, Low Homophily, Label Utilization, Graph Mining

[WWW 2022] The source code of "Evidence-aware Fake News Detection with Graph Neural Networks"

An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning …

Flower - A Friendly Federated Learning Framework

Repository for Novel Early Exiting Methodology for tensorflow deep learning models.

Resolution adaptive network

💭 Diffusion Probabilistic Models for 3D Point Cloud Generation (CVPR 2021)

[ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time

HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients

A Nice-looking CV template made into LaTeX

[AAAI'22]FedProto: Federated Prototype Learning across Heterogeneous Clients