facebookresearch / ssl-data-curation
PyTorch code for hierarchical k-means -- a data curation method for self-supervised learning
☆152Updated 10 months ago
Alternatives and similar repositories for ssl-data-curation
Users that are interested in ssl-data-curation are comparing it to the libraries listed below
Sorting:
- ☆201Updated last year
- Learning from synthetic data - code and models☆315Updated last year
- When do we not need larger vision models?☆392Updated 3 months ago
- [NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"☆315Updated 11 months ago
- Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)☆166Updated last year
- Official code for "TOAST: Transfer Learning via Attention Steering"☆189Updated last year
- Object Recognition as Next Token Prediction (CVPR 2024 Highlight)☆177Updated 2 weeks ago
- Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.☆157Updated last year
- Python Library to evaluate VLM models' robustness across diverse benchmarks☆205Updated this week
- The official repo for the paper "VeCLIP: Improving CLIP Training via Visual-enriched Captions"☆245Updated 3 months ago
- Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time☆462Updated 10 months ago
- Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch☆289Updated last month
- A framework for merging models solving different tasks with different initializations into one multi-task model without any additional tr…☆298Updated last year
- [CVPR 2025 Highlight] The official CLIP training codebase of Inf-CL: "Breaking the Memory Barrier: Near Infinite Batch Size Scaling for C…☆243Updated 4 months ago
- Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)☆119Updated last year
- ☆65Updated 7 months ago
- Patching open-vocabulary models by interpolating weights☆91Updated last year
- Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR …☆276Updated last year
- Code for experiments for "ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy"☆101Updated 8 months ago
- [CVPR 2023] Learning Visual Representations via Language-Guided Sampling☆149Updated 2 years ago
- (ICLR 2023) Official PyTorch implementation of "What Do Self-Supervised Vision Transformers Learn?"☆109Updated last year
- Code for Scaling Language-Free Visual Representation Learning (WebSSL)☆244Updated 3 weeks ago
- Code release for "Improved baselines for vision-language pre-training"☆60Updated last year
- Densely Captioned Images (DCI) dataset repository.☆181Updated 10 months ago
- Matryoshka Multimodal Models☆104Updated 3 months ago
- [ECCV 2024] Official Release of SILC: Improving vision language pretraining with self-distillation☆43Updated 7 months ago
- Supercharge Your PyTorch Image Models: Bag of Tricks to 8x Faster Inference with ONNX Runtime & Optimizations☆23Updated 7 months ago
- Code and models for the paper "The effectiveness of MAE pre-pretraining for billion-scale pretraining" https://arxiv.org/abs/2303.13496☆89Updated last month
- An open source implementation of CLIP (With TULIP Support)☆140Updated this week
- [CVPR2024] ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts☆319Updated 9 months ago