google-research / syn-rep-learnLinks
Learning from synthetic data - code and models
☆326Updated last year
Alternatives and similar repositories for syn-rep-learn
Users that are interested in syn-rep-learn are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"☆320Updated last year
- Code for the paper "Hyperbolic Image-Text Representations", Desai et al, ICML 2023☆191Updated 2 years ago
- Densely Captioned Images (DCI) dataset repository.☆195Updated last year
- Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)☆129Updated last month
- official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"☆234Updated 6 months ago
- Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)☆184Updated 6 months ago
- Code for "Scaling Language-Free Visual Representation Learning" paper (Web-SSL).☆191Updated 7 months ago
- When do we not need larger vision models?☆413Updated 10 months ago
- [NeurIPS 2023] Text data, code and pre-trained models for paper "Improving CLIP Training with Language Rewrites"☆285Updated last year
- Code for Scaling Language-Free Visual Representation Learning (WebSSL)☆245Updated 8 months ago
- Official code for "TOAST: Transfer Learning via Attention Steering"☆188Updated 2 years ago
- ☆230Updated 2 years ago
- This repo contains the official implementation of ICLR 2024 paper "Is ImageNet worth 1 video? Learning strong image encoders from 1 long …☆95Updated last year
- Official Open Source code for "Scaling Language-Image Pre-training via Masking"☆428Updated 2 years ago
- PyTorch Implementation of Object Recognition as Next Token Prediction [CVPR'24 Highlight]☆181Updated 7 months ago
- ☆240Updated 6 months ago
- Code base of SynthCLIP: CLIP training with purely synthetic text-image pairs from LLMs and TTIs.☆101Updated 9 months ago
- Holds code for our CVPR'23 tutorial: All Things ViTs: Understanding and Interpreting Attention in Vision.☆196Updated 2 years ago
- [ICLR 2024 (Spotlight)] "Frozen Transformers in Language Models are Effective Visual Encoder Layers"☆246Updated last year
- [ICML 2025] This is the official repository of our paper "What If We Recaption Billions of Web Images with LLaMA-3 ?"☆146Updated last year
- Sparse Linear Concept Embeddings☆126Updated 8 months ago
- [CVPR 2023] Learning Visual Representations via Language-Guided Sampling☆149Updated 2 years ago
- TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering☆178Updated last year
- ☆356Updated last year
- PyTorch code for hierarchical k-means -- a data curation method for self-supervised learning☆227Updated last year
- ☆209Updated 2 years ago
- An open source implementation of CLIP (With TULIP Support)☆164Updated 7 months ago
- Official implementation and data release of the paper "Visual Prompting via Image Inpainting".☆319Updated 2 years ago
- (ICLR 2023) Official PyTorch implementation of "What Do Self-Supervised Vision Transformers Learn?"☆114Updated last year
- [ICLR'23 Oral] Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching☆254Updated 2 years ago