chi0tzp / ContraCLIP
Authors official PyTorch implementation of the "ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences".
☆42Updated 2 years ago
Alternatives and similar repositories for ContraCLIP:
Users that are interested in ContraCLIP are comparing it to the libraries listed below
- [ICLR'23] Code to reproduce the results in the paper "PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs"☆58Updated last year
- Inverts CLIP text embeds to image embeds and visualizes with deep-image-prior.☆35Updated 2 years ago
- Repository for Fantastic Style Channels and Where to Find Them: A Submodular Framework for Discovering Diverse Directions in GANs☆28Updated 3 years ago
- The official repository of "Encode-in-Style: Latent-based Video Encoding using StyleGAN2"☆48Updated 2 years ago
- Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data - Official PyTorch Implementati…☆34Updated 2 years ago
- [ACM MM 2022] Towards Counterfactual Image Manipulation via CLIP☆37Updated 2 years ago
- Authors official PyTorch implementation of the "Finding Directions in GAN’s Latent Space for Neural Face Reenactment" [BMVC 2022].☆50Updated last year
- Official Implementation for "StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation" (WACV 2022)☆59Updated 2 years ago
- ☆104Updated 3 years ago
- [ECCV 2022] PadInv: High-fidelity GAN Inversion with Padding Space☆87Updated 2 years ago
- Official code for our ICCV paper: "From Continuity to Editability: Inverting GANs with Consecutive Images"☆41Updated 3 years ago
- Repository for LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions, ICCV 2021☆54Updated 3 years ago
- Training simple models to predict CLIP image embeddings from text embeddings, and vice versa.☆60Updated 2 years ago
- Face alignment tool for transforming face images into FFHQ-style.☆51Updated 2 years ago
- Official repo of Text-Free Learning of a Natural Language Interface for Pretrained Face Generators☆66Updated last year
- InterfaceGAN++: Exploring the limits of InterfaceGAN. In this repository, we propose an approach, termed as InterFaceGAN++, for semantic …☆63Updated 6 months ago
- Pytorch Implementation for CVPR'2022 paper ✨ "Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pr…☆28Updated 2 years ago
- Official implementation of GANmut (CVPR 2021)☆30Updated 2 years ago
- [NeurIPS 2022: Score-Based Modeling Workshop] Multiresolution Textual Inversion☆99Updated 2 years ago
- Official implementation of "Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics" (NeurIPS 2023)☆37Updated last year
- Official Source code of "One-Shot Adaptation of GAN in Just One CLIP" IEEE Transactions on Pattern Anaylsis and Machine Intelligence (TPA…☆65Updated last year
- Image Animation with Perturbed Masks☆12Updated 2 years ago
- ☆60Updated 2 years ago
- GPU accelerated Perlin Noise in python☆9Updated 4 years ago
- Navigating StyleGAN2 w latent space using CLIP☆56Updated 3 years ago
- CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions (SIGGRAPH 2022)☆86Updated 2 years ago
- Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation"☆70Updated 2 years ago
- [ICML 2022] Region-Based Semantic Factorization in GANs☆70Updated 2 years ago
- Code for paper `Improving the Fairness of Deep Generative Models without Retraining`☆29Updated 4 years ago
- The official PyTorch implementation for MM'21 paper 'Attribute-specific Control Units in StyleGAN for Fine-grained Image Manipulation'☆38Updated 3 years ago