maragraziani / concept_discovery_svdLinks
Automatic identification of regions in the latent space of a model that correspond to unique concepts, namely to concepts with a semantically distinct meaning.
β14Updated last year
Alternatives and similar repositories for concept_discovery_svd
Users that are interested in concept_discovery_svd are comparing it to the libraries listed below
Sorting:
- π Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)β67Updated 2 years ago
- Recycling diverse modelsβ45Updated 2 years ago
- Uncertainty-aware representation learning (URL) benchmarkβ105Updated 7 months ago
- Understanding how features learned by neural networks evolve throughout trainingβ39Updated 11 months ago
- Deep Networks Grok All the Time and Here is Whyβ37Updated last year
- Implementation of the general framework for AMIE, from the paper "Towards Conversational Diagnostic AI", out of Google Deepmindβ68Updated last year
- Official code for the ICML 2024 paper "The Entropy Enigma: Success and Failure of Entropy Minimization"β53Updated last year
- Official repo of Progressive Data Expansion: data, code and evaluationβ29Updated last year
- Repository for the PopulAtion Parameter Averaging (PAPA) paperβ27Updated last year
- π Overcomplete is a Vision-based SAE Toolboxβ92Updated 2 months ago
- A scalable implementation of diffusion and flow-matching with XGBoost models, applied to calorimeter data.β18Updated 11 months ago
- ModelDiff: A Framework for Comparing Learning Algorithmsβ59Updated 2 years ago
- β33Updated last year
- Latest Weight Averaging (NeurIPS HITY 2022)β31Updated 2 years ago
- Unofficial implementation of Conformal Language Modeling by Quach et alβ29Updated 2 years ago
- Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, efο¬cient, non-parametric infβ¦β25Updated 11 months ago
- ICLR 2025 - official implementation for "I-Con: A Unifying Framework for Representation Learning"β111Updated 3 months ago
- Personal implementation of ASIF by Antonio Norelliβ26Updated last year
- Making Heads or Tails Towards Semantically Consistent Visual Counterfactualsβ30Updated 3 years ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer viβ¦β70Updated 2 years ago
- β69Updated last year
- Sparse and discrete interpretability tool for neural networksβ63Updated last year
- Conference schedule, top papers, and analysis of the data for NeurIPS 2023!β119Updated last year
- A reimplementation of 2D Convolutional and Transposed Convolutional Layers in PyTorch, designed for easy modifications and analysis. Inclβ¦β20Updated last year
- $100K or 100 Days: Trade-offs when Pre-Training with Academic Resourcesβ147Updated last week
- Code and pretrained models for the paper: "MatMamba: A Matryoshka State Space Model"β61Updated 10 months ago
- Official implementation for Equivariant Architectures for Learning in Deep Weight Spaces [ICML 2023]β89Updated 2 years ago
- π§Όπ A holistic self-supervised data cleaning strategy to detect irrelevant samples, near duplicates and label errors (NeurIPS'24).β36Updated 3 weeks ago
- β52Updated last year
- Minimum Description Length probing for neural network representationsβ20Updated 8 months ago