Popular GitHub Repositories for Prior Covariance

[ECCV 2024] codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

[ICLR 2024] Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

[IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution

[ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior

? CNN for Watermark Removal using Deep Image Prior with Pytorch ?.

[ICRA 2025] MAC-VO: Metrics-aware Covariance for Learning-based Stereo Visual Odometry

Code for deep generative prior (ECCV2020 oral)

The official PyTorch code for RoHM: Robust Human Motion Reconstruction via Diffusion.

End-to-End SLAM with camera calibration, monocular prior integration and dense Rendering

Official Pytorch Implementation for "DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion" (AAAI 2024)

[ECCV2024 Oral] Official implementation of the paper "Relation DETR: Exploring Explicit Position Relation Prior for Object Detection"

Code release for Stereo 3D Object Detection via Shape Prior Guided Instance Disparity Estimation (CVPR 2020, TPAMI 2021)

Official Pytorch Implementation of "Diff-HierVC: Diffusion-based Hierarchical Voice Conversion with Robust Pitch Generation and Masked Prior for Zero-shot Speaker Adaptation"

[CVPR 2022] Unsupervised Image-to-Image Translation with Generative Prior

GPstuff - Gaussian process models for Bayesian analysis

[NeurIPS 2024] NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584

Topological Semantic Graph Memory for Image Goal Navigation (CoRL 2022 oral)

Official implementation of "JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization"

[TNNLS] Imitative Expert Prior-Guided Reinforcement Learning for Autonomous Driving