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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-diffusion-models

A collection of resources and papers on Diffusion Models

blind-dps

An official pytorch implementation of "Parallel Diffusion Model of Operator and Image for Blind Inverse Problems" (CVPR 2023)

cascaded_rgbd_sod

cld-sgm

Score-Based Generative Modeling with Critically-Damped Langevin Diffusion

cod-rank-localize-and-segment

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

diffusiondet

PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)

dpm-solver

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

ebmgsod

hyperbolic-image-embeddings

Supplementary code for the paper "Hyperbolic Image Embeddings".

iccv2021_uncertainty_estimation

ilm-vp

[CVPR23] "Understanding and Improving Visual Prompting: A Label-Mapping Perspective" by Aochuan Chen, Yuguang Yao, Pin-Yu Chen, Yihua Zhang, and Sijia Liu

jing_zhang

jingzhang617.github.io

Github Pages template for academic personal websites

joint_cod_sod

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

lsgm

The Official PyTorch Implementation of "LSGM: Score-based Generative Modeling in Latent Space" (NeurIPS 2021)

noise-aware-abp-saliency

Learning Noise-Aware Encoder-Decoder from Noisy Labels by Alternating Back-Propagation for Saliency Detection

noisesod_aleatoric

oricnn

Lending Orientation to Neural Networks for Cross-view Geo-localization

painter

Painter & SegGPT Series: Vision Foundation Models from BAAI

probabilistic-unet-pytorch

A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch

pytorch-diffusion-minist

A basic PyTorch implementation of 'Denoising Diffusion Probabilistic Models'

pytorch_diffusion

PyTorch reimplementation of Diffusion Models

salcoopnets

saliencyicip2017

This this our model for the ICIP 2017 paper.

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

scribble_saliency

Weakly-Supervised Salient Object Detection via Scribble Annotations, CVPR2020

semi-sal

Source code for our "Semi-supervised Active Saliency Detection"