Discover CompVis/invariances Open Source project

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Python
License
MIT License
Created over 4 years ago
Updated almost 4 years ago

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Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with Invertible Neural Networks

stable-diffusion

A latent text-to-image diffusion model

Jupyter Notebook

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latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

Jupyter Notebook

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taming-transformers

Taming Transformers for High-Resolution Image Synthesis

Jupyter Notebook

5,679

adaptive-style-transfer

source code for the ECCV18 paper A Style-Aware Content Loss for Real-time HD Style Transfer

Python

710

vunet

A generative model conditioned on shape and appearance.

Python

492

geometry-free-view-synthesis

Is a geometric model required to synthesize novel views from a single image?

Python

373

depth-fm

DepthFM: Fast Monocular Depth Estimation with Flow Matching

Jupyter Notebook

282

metric-learning-divide-and-conquer

Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019

Python

262

net2net

Network-to-Network Translation with Conditional Invertible Neural Networks

Python

221

zigma

A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model"

Python

188

image2video-synthesis-using-cINNs

Implementation of Stochastic Image-to-Video Synthesis using cINNs.

Python

183

brushstroke-parameterized-style-transfer

TensorFlow implementation of our CVPR 2021 Paper "Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes".

Python

158

fm-boosting

FMBoost: Boosting Latent Diffusion with Flow Matching (ECCV 2024 Oral)

122

imagebart

ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis

Python

122

iin

A Disentangling Invertible Interpretation Network

Python

122

retrieval-augmented-diffusion-models

Official codebase for the Paper “Retrieval-Augmented Diffusion Models”

Jupyter Notebook

112

attribute-control

Fine-Grained Subject-Specific Attribute Expression Control in T2I Models

Jupyter Notebook

101

content-style-disentangled-ST

Content and Style Disentanglement for Artistic Style Transfer [ICCV19]

unsupervised-disentangling

Python

interactive-image2video-synthesis

Python

ipoke

iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis

Python

instant-lora-composition

unsupervised-part-segmentation

Code for GCPR 2020 Oral : "Unsupervised Part Discovery by Unsupervised Disentanglement"

Jupyter Notebook

behavior-driven-video-synthesis

Python

content-targeted-style-transfer

Content Transformation Block For Image Style Transfer [CVPR19]

robust-disentangling

Unsupervised Robust Disentangling of Latent Characteristics for Image Synthesis

Python

metric-learning-divide-and-conquer-improved

Source code for the paper "Improving Deep Metric Learning byDivide and Conquer"

Python

cuneiform-sign-detection-dataset

Dataset provided with the article "Deep learning for cuneiform sign detection with weak supervision using transliteration alignment". It comprises image references, transliterations and sign annotations of clay tablets from the Neo-Assyrian epoch.

Jupyter Notebook

visual-search

Visual search interface

magnify-posture-deviations

Unsupervised Magnification of Posture Deviations Across Subjects

cuneiform-sign-detection-code

Code for the article "Deep learning of cuneiform sign detection with weak supervision using transliteration alignment"

Jupyter Notebook

hbugen2018

Towards Learning a Realistic Rendering of Human Behavior

AutomaticBehaviorAnalysis_NatureComm

Source Code + Documentation of our Automatic Behavior Analysis Software

MATLAB

cuneiform-sign-detection-webapp

Code for demo web application of the article "Deep learning for cuneiform sign detection with weak supervision using transliteration alignment".

JavaScript

Characterizing_Generalization_in_DML

Python

network-fusion

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