Stars
Official implementation of "Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic resonance imaging".
This package provides tools for training supervised machine learning models for computational pathology tasks using tile-level embeddings.
Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data
Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024
I categorize, annotate and write comments for all research papers I read (460+ papers since 2018).
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
Pathology Foundation Model - Nature Medicine
Open source tools for computational pathology - Nature BME
[NeurIPS 2023 Oral] Quilt-1M: One Million Image-Text Pairs for Histopathology.
Official implementation of "How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?", TMLR 2023.
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
High-quality implementations of standard and SOTA methods on a variety of tasks.
AICONSlab's DL benchmarking platform to OOD data in MRI
Official implementation of Implicit Behavioral Cloning, as described in our CoRL 2021 paper, see more at https://implicitbc.github.io/
Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.
Code for ICCV 2021 paper "HuMoR: 3D Human Motion Model for Robust Pose Estimation"
[CVPR'21] [Jittor & Pytorch] DI-Fusion: Online Implicit 3D Reconstruction with Deep Priors
[ICCV 2021] Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation
Repository for "Probabilistic Modeling for Human Mesh Recovery"
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image
Official Pytorch implementation of "Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose", ECCV 2020
Official Pytorch implementation of "Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video", CVPR 2021
Character Controllers using Motion VAEs
A curated list of resources on implicit neural representations.
Continuous Conditional Generative Adversarial Networks (CcGAN)
Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch