valeoai / STEEXLinks
STEEX: Steering Counterfactual Explanations with Semantics
☆21Updated 2 years ago
Alternatives and similar repositories for STEEX
Users that are interested in STEEX are comparing it to the libraries listed below
Sorting:
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆42Updated 2 years ago
- Re-implementation of the StylEx paper, training a GAN to explain a classifier in StyleSpace, paper by Lang et al. (2021).☆38Updated last year
- Latent Discriminant deterministic Uncertainty [ECCV2022]☆42Updated 3 years ago
- [ICLR'21] Counterfactual Generative Networks☆107Updated 4 years ago
- B-cos Networks: Alignment is All we Need for Interpretability☆111Updated last year
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Updated last year
- (ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks☆51Updated 2 years ago
- [CVPR 2023] OCTET: Object-aware Counterfactual Explanations☆19Updated 10 months ago
- Robustness via Cross-Domain Ensembles, ICCV 2021 [Oral]☆39Updated 4 years ago
- ☆34Updated 4 years ago
- Github code for the paper Maximum Class Separation as Inductive Bias in One Matrix. Arxiv link: https://arxiv.org/abs/2206.08704☆29Updated 2 years ago
- ☆28Updated 2 years ago
- This repository contains an official implementation of LPBNN.☆38Updated 2 years ago
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Updated 3 years ago
- [CVPR 2022] HINT: Hierarchical Neuron Concept Explainer☆20Updated 2 years ago
- ☆66Updated 2 years ago
- The repository for Hyperbolic Representation Learning for Computer Vision, ECCV 2022☆66Updated 3 years ago
- Information Bottlenecks for Attribution☆83Updated 2 years ago
- Code for the paper "Contrastive Learning Inverts the Data Generating Process".☆91Updated last year
- Official implementation of paper Gradient Matching for Domain Generalization☆122Updated 3 years ago
- ☆40Updated last year
- ☆46Updated 2 years ago
- Code for CVPR2021 paper 'Where and What? Examining Interpretable Disentangled Representations'.☆45Updated 3 years ago
- LISA for ICML 2022☆51Updated 2 years ago
- Natural Language Descriptions of Deep Visual Features, ICLR 2022☆65Updated 2 years ago
- Code for ICLR 2022 Paper, "Controlling Directions Orthogonal to a Classifier"☆35Updated 2 years ago
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆54Updated 3 years ago
- ☆36Updated 4 years ago
- NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information☆34Updated 3 years ago
- Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts (Neurips 2020)☆78Updated 3 years ago