halixness / understanding-CLIP
Repo from the "Learning with limited labeled data" seminar @ Uni of Tuebingen. A collection of notes, notebooks and slideshows to understand CLIP and Natural language supervision.
☆17Updated last year
Related projects ⓘ
Alternatives and complementary repositories for understanding-CLIP
- Code for reproducing the results in "How Well do Sparse Imagenet Models Transfer?", presented at CVPR 2022☆8Updated 2 years ago
- TensorFlow implementation of the "Prompt-to-Prompt Image Editing with Cross Attention Control" for Stable Diffusion☆15Updated last year
- Shows how to do parameter ensembling using differential evolution.☆10Updated 2 years ago
- Library for the Test-based Calibration Error (TCE) metric to quantify the degree to classifier calibration.☆13Updated last year
- Load any clip model with a standardized interface☆21Updated 6 months ago
- ☆10Updated 8 months ago
- Library for converting from RGB / GrayScale image to base64 and back.☆19Updated 2 years ago
- Adversarial examples to the new ConvNeXt architecture☆20Updated 2 years ago
- Python Tools for Visual Dataset Transformation☆26Updated this week
- Image Search Engine with HuggingFace Sentence Transformer☆11Updated last year
- We investigated corruption robustness across different architectures including Convolutional Neural Networks, Vision Transformers, and th…☆15Updated 3 years ago
- Official code for the paper: "Metadata Archaeology"☆18Updated last year
- LoRA fine-tuned Stable Diffusion Deployment☆31Updated last year
- Official repository for the paper "Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules" (ICLR 2023)☆12Updated last year
- ☆12Updated 2 months ago
- Visualize multi-model embedding spaces. The first goal is to quickly get a lay of the land of any embedding space. Then be able to scroll…☆26Updated 6 months ago
- Implements RNNPool and SoftPool for CNNs.☆14Updated 3 years ago
- Includes additional materials for the following keras.io blog post.☆12Updated 3 years ago
- Repository for the PopulAtion Parameter Averaging (PAPA) paper☆26Updated 7 months ago
- Implementation of Metaformer, but in an autoregressive manner☆23Updated 2 years ago
- ☆13Updated last year
- Code repository for the AISTATS 2021 paper "Towards Understanding the Optimal Behaviors of Deep Active Learning Algorithms"☆15Updated 3 years ago
- Code repo for KDD'22 paper : 'RES: A Robust Framework for Guiding Visual Explanation'☆32Updated 2 years ago
- ☆26Updated last year
- Multivariate Learned Adaptive Noise for Diffusion Models☆13Updated last week
- Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment☆27Updated last year
- Official Code for MIMETIC^2☆12Updated this week
- An open source implementation of CLIP.☆32Updated 2 years ago