AI4LIFE-GROUP / SpLiCELinks
Sparse Linear Concept Embeddings
☆128Updated 10 months ago
Alternatives and similar repositories for SpLiCE
Users that are interested in SpLiCE are comparing it to the libraries listed below
Sorting:
- official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"☆233Updated 8 months ago
- Code for the paper "Hyperbolic Image-Text Representations", Desai et al, ICML 2023☆196Updated 2 years ago
- Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)☆129Updated 3 months ago
- Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning☆169Updated 3 years ago
- Learning from synthetic data - code and models☆326Updated 2 years ago
- Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)☆96Updated last year
- [ICLR 23 spotlight] An automatic and efficient tool to describe functionalities of individual neurons in DNNs☆59Updated 2 years ago
- source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"☆72Updated 9 months ago
- Augmenting with Language-guided Image Augmentation (ALIA)☆80Updated 2 years ago
- Code implementation of our NeurIPS 2023 paper: Vocabulary-free Image Classification☆107Updated 2 years ago
- Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"☆42Updated last year
- ☆64Updated 3 months ago
- Code base of SynthCLIP: CLIP training with purely synthetic text-image pairs from LLMs and TTIs.☆102Updated 10 months ago
- Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…☆61Updated 2 years ago
- Official Implementation of the CrossMAE paper: Rethinking Patch Dependence for Masked Autoencoders☆131Updated 9 months ago
- LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images☆32Updated 2 years ago
- Official repository of paper "Subobject-level Image Tokenization" (ICML-25)☆92Updated 7 months ago
- [ECCV 2024] Official Release of SILC: Improving vision language pretraining with self-distillation☆47Updated last year
- ☆40Updated last year
- Visualizing representations with diffusion based conditional generative model.☆105Updated 2 years ago
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Updated 2 years ago
- ☆123Updated 2 years ago
- Diffusion-TTA improves pre-trained discriminative models such as image classifiers or segmentors using pre-trained generative models.☆80Updated last year
- Densely Captioned Images (DCI) dataset repository.☆195Updated last year
- [NeurIPS 24] A new training and evaluation framework for learning interpretable deep vision models and benchmarking different interpretab…☆29Updated 8 months ago
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆70Updated last year
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆132Updated last year
- Official code for "TOAST: Transfer Learning via Attention Steering"☆188Updated 2 years ago
- [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆96Updated 2 months ago
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models☆79Updated 8 months ago