将博导十年科研经验炼化为可直接调用的 AI 技能。从 Idea 构思到论文投稿，你的 AI 科研副导师。

Official Pytorch implementation of "Rethinking Artifact Mitigation in HDR Reconstruction: From Detection to Optimization"

[TMM-2026] Official Pytorch implementation of "Wavelet-Domain Masked Image Modeling for Color-Consistent HDR Video Reconstruction"

Official Pytorch implementation of "Contrastive Mean Teacher for Robust Low-Light Image Enhancement"

[IJCV-2025] Official Pytorch implementation of "Semantic Masking with Curriculum Learning for Robust HDR Image Reconstruction"

[ICCV-2025] Official Pytorch implementation of "AFUNet: Cross-Iterative Alignment-Fusion Synergy for HDR Reconstruction via a Deep Unfolding Paradigm"

[ICML-2025] Official Pytorch implementation of "Perceptual-GS: Scene-adaptive Perceptual Densification for Gaussian Splatting"

[NeurIPS-2024] Official Pytorch implementation of "DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor"

[IEEE J-BHI-2024] Official Pytorch implementation of "M2Trans: Multi-Modal Regularized Coarse-to-Fine Transformer for Ultrasound Image Super-Resolution"

[TIP-2025] Official Pytorch implementation of "Structural Similarity-Inspired Unfolding for Lightweight Image Super-Resolution"

[TIP-2025] Official Pytorch implementation of "Shell-guided Compression of Voxel Radiance Fields"

[TMM-2024] Official Pytorch implementation of "Opinion-Unaware Blind Image Quality Assessment using Multi-Scale Deep Feature Statistics".

[CVPR-2024] Official Pytorch implementation of "Misalignment-Robust Frequency Distribution Loss for Image Transformation"

[AAAI-2024] Official Pytorch implementation of "ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field"

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[TCSVT-2023] Official MATLAB implementation of the "High Dynamic Range Image Quality Assessment Based on Frequency Disparity"

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[TIP-2017] Official MATLAB implementation of the "ESIM: Edge Similarity for Screen Content Image Quality Assessment"

[TIP-2018] Official MATLAB implementation of the "A Gabor Feature-Based Quality Assessment Model for the Screen Content Images"

[TIP-2020] Official Pytorch implementation of "Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network"

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera…

Sandbox for training deep learning networks

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PyTorch Image Quality Assessement package

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Measures and metrics for image2image tasks. PyTorch.

Awesome paper list with code about generative adversarial nets