AI4LIFE-GROUP / SpLiCE
Sparse Linear Concept Embeddings
☆82Updated 7 months ago
Alternatives and similar repositories for SpLiCE:
Users that are interested in SpLiCE are comparing it to the libraries listed below
- official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"☆195Updated 3 months ago
- Code base of SynthCLIP: CLIP training with purely synthetic text-image pairs from LLMs and TTIs.☆95Updated this week
- ☆37Updated 7 months ago
- Code for the paper "Hyperbolic Image-Text Representations", Desai et al, ICML 2023☆153Updated last year
- Official repository of paper "Subobject-level Image Tokenization"☆65Updated 10 months ago
- [ECCV 2024] Official Release of SILC: Improving vision language pretraining with self-distillation☆40Updated 5 months ago
- Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"☆34Updated 3 months ago
- Augmenting with Language-guided Image Augmentation (ALIA)☆75Updated last year
- source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"☆66Updated last month
- Code for the paper "Do text-free diffusion models learn discriminative visual representations?"☆23Updated last year
- Natural Language Descriptions of Deep Visual Features, ICLR 2022☆62Updated last year
- Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)☆114Updated 11 months ago
- Code implementation of our NeurIPS 2023 paper: Vocabulary-free Image Classification☆106Updated last year
- Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)☆76Updated 4 months ago
- Visualizing representations with diffusion based conditional generative model.☆89Updated last year
- Official Implementation of the CrossMAE paper: Rethinking Patch Dependence for Masked Autoencoders☆101Updated 2 months ago
- [CVPR 2025] FLAIR: VLM with Fine-grained Language-informed Image Representations☆44Updated last week
- [NeurIPS 2024] Official implementation of the paper "Interfacing Foundation Models' Embeddings"☆122Updated 6 months ago
- ☆76Updated 3 months ago
- Diffusion-TTA improves pre-trained discriminative models such as image classifiers or segmentors using pre-trained generative models.☆68Updated 11 months ago
- Official code for "DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut", NeurIPS 202…☆37Updated last month
- Official PyTorch Implementation of "Rosetta Neurons: Mining the Common Units in a Model Zoo"☆30Updated last year
- Densely Captioned Images (DCI) dataset repository.☆171Updated 8 months ago
- Official implementation of the paper The Hidden Language of Diffusion Models☆71Updated last year
- This is a public repository for Image Clustering Conditioned on Text Criteria (IC|TC)☆85Updated 11 months ago
- LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images☆32Updated last year
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆41Updated last year
- [CVPR24] Official Implementation of GEM (Grounding Everything Module)☆112Updated 4 months ago
- [ICML 2024] This repository includes the official implementation of our paper "Rejuvenating image-GPT as Strong Visual Representation Lea…☆97Updated 10 months ago
- Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning☆146Updated 2 years ago