The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We develop a method for analyzing emerging functional modularity in neural networks based on differentiable weight masks and use it to point out important issues in current-day neural networks.
☆46Oct 3, 2023Updated 2 years ago
Alternatives and similar repositories for modules
Users that are interested in modules are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- NeuroSurgeon is a package that enables researchers to uncover and manipulate subnetworks within models in Huggingface Transformers☆43Feb 12, 2025Updated last year
- Implementation of fixed point analysis for Recurrent Neural Network.☆23Jan 8, 2020Updated 6 years ago
- Automatically Composing Representation Transformations as a Means for Generalization☆24Jun 3, 2019Updated 7 years ago
- Pytorch implementation of the paper 'Compositional language emerge in a neural iterated learning' (ICLR 2020).☆16Oct 14, 2021Updated 4 years ago
- Learning perturbation sets for robust machine learning☆66Aug 23, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official code for the paper: "Metadata Archaeology"☆19May 10, 2023Updated 3 years ago
- CVPR'19 experiments with (on-manifold) adversarial examples.☆43Feb 27, 2020Updated 6 years ago
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆70Aug 15, 2025Updated 11 months ago
- "Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021☆17Jun 1, 2021Updated 5 years ago
- ☆34Apr 19, 2024Updated 2 years ago
- Hierarchical Universal Modular ANotator☆12Jul 8, 2026Updated last week
- [NeurIPS 2020 Oral] Is normalization indispensable for training deep neural networks?☆34Jun 22, 2022Updated 4 years ago
- Open-source strong baseline for domain generlization re-ID. We will udpate the strong baseline and CFD method~☆10Nov 30, 2021Updated 4 years ago
- Code for the ACL-2022 paper "Knowledge Neurons in Pretrained Transformers"☆177May 4, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for the paper: Kernel Distributionally Robust Optimization☆13Feb 21, 2021Updated 5 years ago
- Ordered Preference Elicitation Strategies for Multi-Objective Decision Making using Gaussian Processes☆23Jul 25, 2018Updated 7 years ago
- ☆12Aug 10, 2023Updated 2 years ago
- The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We s…☆66Dec 16, 2022Updated 3 years ago
- Code for "Semantic Perturbations with Normalizing Flows for Improved Generalization"☆11Jul 13, 2021Updated 5 years ago
- Elegant Material Design template for academic portfolios. 100/100 performance score.☆13Updated this week
- Code for our paper "Informative Dropout for Robust Representation Learning: A Shape-bias Perspective" (ICML 2020)☆126Dec 8, 2022Updated 3 years ago
- Code to reproduce the results for Compositional Attention☆59Nov 16, 2022Updated 3 years ago
- ☆12Oct 4, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"☆14Feb 16, 2021Updated 5 years ago
- ☆68Mar 15, 2019Updated 7 years ago
- Code for the "Binding via Reconstruction Clustering" paper☆21Jan 19, 2016Updated 10 years ago
- Poincare Embeddings for Word Vector Representations☆18Oct 29, 2017Updated 8 years ago
- ☆14Oct 10, 2022Updated 3 years ago
- Effective Abstract Reasoning with Dual-Contrast Network☆11Jun 25, 2021Updated 5 years ago
- [EMNLP2025] Remedy: Learning Machine Translation Evaluation from Human Preferences with Reward Modeling☆16Nov 20, 2025Updated 8 months ago
- Code for Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.☆17Apr 25, 2021Updated 5 years ago
- ☆40Jul 24, 2025Updated 11 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- PyTorch utilities for ML, specifically speech☆13Jan 30, 2024Updated 2 years ago
- ☆13Oct 30, 2024Updated last year
- codes for ICML2021 paper iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients☆10May 27, 2021Updated 5 years ago
- Code for "Accelerating Natural Gradient with Higher-Order Invariance"☆30Jun 28, 2019Updated 7 years ago
- Simple Wordsearch Solving Python Script☆12Jul 8, 2018Updated 8 years ago
- Teaching a Convolutional Neural Network to recognize painting genre. Handcrafted dataset. Cool visualizations.☆10Dec 19, 2018Updated 7 years ago
- Nonlinear Granger causality inference with neural networks for high-resolution mass spectrometry☆14Oct 31, 2021Updated 4 years ago