serre-lab / Harmonization
π Aligning Human & Machine Vision using explainability
β51Updated last year
Alternatives and similar repositories for Harmonization:
Users that are interested in Harmonization are comparing it to the libraries listed below
- LENS Projectβ47Updated last year
- Python package for extracting representations from state-of-the-art computer vision modelsβ164Updated 2 months ago
- π Overcomplete is a Vision-based SAE Toolboxβ51Updated 3 weeks ago
- π Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)β62Updated last year
- A framework for evaluating models on their alignment to brain and behavioral measurements (100+ benchmarks)β142Updated this week
- β73Updated last month
- Some methods for comparing network representations in deep learning and neuroscience.β136Updated 8 months ago
- MetaQuantus is an XAI performance tool to identify reliable evaluation metricsβ34Updated 11 months ago
- An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximizationβ124Updated 10 months ago
- Code from the paper "Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Scorβ¦β16Updated 2 years ago
- Repository for VOneNet modelsβ114Updated 3 months ago
- Topographic Deep Artificial Neural Networksβ51Updated 5 months ago
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networksβ33Updated last year
- Feature extraction, dimensionality reduction, model benchmarking.β33Updated 7 months ago
- Official PyTorch implementation of improved B-cos modelsβ47Updated last year
- Code for the NeurIPS 2023 paper "Spatial-frequency channels, shape bias, and adversarial robustness"β12Updated last year
- Trained encoding models to generate in silico neural responses for arbitrary stimuli.β17Updated this week
- Instructions and examples to deploy some PyTorch code on slurm using a Singularity Containerβ33Updated 2 years ago
- β27Updated last year
- An adapted version of the Metamer Foveation Transform code from Deza et al. ICLR 2019β14Updated 3 years ago
- Official implementation & data for paper "Strong and Precise Modulation of Human Percepts via Robustified ANNs" (NeurIPS 2023)β19Updated 6 months ago
- Natural Language Descriptions of Deep Visual Features, ICLR 2022β63Updated last year
- ViT Prisma is a mechanistic interpretability library for Vision Transformers (ViTs).β218Updated this week
- β22Updated 3 years ago
- Uncertainty-aware representation learning (URL) benchmarkβ102Updated last month
- Machine Learning Utils of Sinzlabβ28Updated last month
- Tensorflow implementation of fisheye transformation, mimicking the spatial sampling properties in the primate retinaβ16Updated 5 years ago
- [NeurIPS 23' Oral] Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsityβ26Updated 11 months ago
- Dataset and code for the CLEVR-XAI dataset.β31Updated last year
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023β77Updated 10 months ago