fregu856

daclip-uir

[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

UNI

Towards a general-purpose foundation model for computational pathology - Nature Medicine

CLAM

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

quilt1m

[NeurIPS 2023 Oral] Quilt-1M: One Million Image-Text Pairs for Histopathology.

ecg-electrolyte-regression

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

regression_uncertainty

Official implementation of "How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?", TMLR 2023.

image-restoration-sde

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

roodmri

AICONSlab's DL benchmarking platform to OOD data in MRI

ibc

Official implementation of Implicit Behavioral Cloning, as described in our CoRL 2021 paper, see more at https://implicitbc.github.io/

ebms_proposals

Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.

humor

Code for ICCV 2021 paper "HuMoR: 3D Human Motion Model for Robust Pose Estimation"

di-fusion

[CVPR'21] [Jittor & Pytorch] DI-Fusion: Online Implicit 3D Reconstruction with Deep Priors

PixelTransformer

maed

[ICCV 2021] Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation

ProHMR

Repository for "Probabilistic Modeling for Human Mesh Recovery"

smplify-x

Expressive Body Capture: 3D Hands, Face, and Body from a Single Image

Pose2Mesh_RELEASE

Official Pytorch implementation of "Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose", ECCV 2020

TCMR_RELEASE

Official Pytorch implementation of "Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video", CVPR 2021

character-motion-vaes

Character Controllers using Motion VAEs

awesome-implicit-representations

A curated list of resources on implicit neural representations.

improved_CcGAN

Continuous Conditional Generative Adversarial Networks (CcGAN)

unicornn

Official code for UnICORNN (ICML 2021)

SRFlow

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

ebms_3dod

Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.

rlpyt

Reinforcement Learning in PyTorch

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

diffusion

Denoising Diffusion Probabilistic Models

DeepSSM_SysID

Official PyTorch implementation of "Deep State Space Models for Nonlinear System Identification", 2020.