facebookresearch / ssl-data-curation

Related projects ⓘ

Alternatives and complementary repositories for ssl-data-curation

• hsouri / Battle-of-the-Backbones
  ☆193Updated last year
• google-research / syn-rep-learn
  Learning from synthetic data - code and models
  ☆301Updated 10 months ago
• bfshi / scaling_on_scales
  When do we not need larger vision models?
  ☆333Updated 2 months ago
• LAION-AI / scaling-laws-openclip
  Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)
  ☆153Updated 11 months ago
• TRI-ML / vlm-evaluation
  VLM Evaluation: Benchmark for VLMs, spanning text generation tasks from VQA to Captioning
  ☆85Updated last month
• lucidrains / soft-moe-pytorch
  Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch
  ☆242Updated 6 months ago
• UCSC-VLAA / CLIPA
  [NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"
  ☆296Updated 5 months ago
• facebookresearch / clip-rocket
  Code release for "Improved baselines for vision-language pre-training"
  ☆56Updated 6 months ago
• huggingface / chug
  Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.
  ☆151Updated 7 months ago
• facebookresearch / maws
  Code and models for the paper "The effectiveness of MAE pre-pretraining for billion-scale pretraining" https://arxiv.org/abs/2303.13496
  ☆80Updated 3 months ago
• kaiyuyue / nxtp
  Object Recognition as Next Token Prediction (CVPR 2024 Highlight)
  ☆160Updated last month
• facebookresearch / unibench
  Python Library to evaluate VLM models' robustness across diverse benchmarks
  ☆168Updated last week
• bfshi / TOAST
  Official code for "TOAST: Transfer Learning via Attention Steering"
  ☆186Updated last year
• mlfoundations / model-soups
  Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
  ☆426Updated 3 months ago
• facebookresearch / diht
  Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training
  ☆132Updated last year
• WalBouss / LeGrad
  ☆61Updated 3 weeks ago
• mertyg / vision-language-models-are-bows
  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 …
  ☆250Updated last year
• gstoica27 / ZipIt
  A framework for merging models solving different tasks with different initializations into one multi-task model without any additional tr…
  ☆284Updated 9 months ago
• u2seg / U2Seg
  [CVPR 2024] Code release for "Unsupervised Universal Image Segmentation"
  ☆174Updated 6 months ago
• apple / ml-veclip
  The official repo for the paper "VeCLIP: Improving CLIP Training via Visual-enriched Captions"
  ☆228Updated 2 months ago
• mbanani / lgssl
  [CVPR 2023] Learning Visual Representations via Language-Guided Sampling
  ☆145Updated last year
• mlfoundations / patching
  Patching open-vocabulary models by interpolating weights
  ☆90Updated last year
• calpt / awesome-adapter-resources
  Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning
  ☆175Updated 6 months ago
• naver-ai / cl-vs-mim
  (ICLR 2023) Official PyTorch implementation of "What Do Self-Supervised Vision Transformers Learn?"
  ☆101Updated 7 months ago
• stanfordmlgroup / ManyICL
  ☆126Updated 5 months ago
• facebookresearch / DCI
  Densely Captioned Images (DCI) dataset repository.
  ☆158Updated 4 months ago
• jacobmarks / awesome-neurips-2023
  Conference schedule, top papers, and analysis of the data for NeurIPS 2023!
  ☆107Updated 10 months ago
• sayakpaul / probing-vits
  Probing the representations of Vision Transformers.
  ☆316Updated 2 years ago
• facebookresearch / dropout
  Code release for "Dropout Reduces Underfitting"
  ☆312Updated last year
• facebookresearch / FFCV-SSL
  FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.
  ☆203Updated last year