Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"
☆41Sep 17, 2025Updated last year
Alternatives and similar repositories for concept_transformer
Users that are interested in concept_transformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆43Dec 6, 2022Updated 3 years ago
- Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning (ICML 2023)☆19Dec 15, 2023Updated 2 years ago
- Codes of “Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification”☆11Aug 9, 2022Updated 4 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆20May 19, 2022Updated 4 years ago
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆19Aug 14, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Explainable recommendation via interpretable feature mapping☆19Apr 25, 2020Updated 6 years ago
- Official codebase for the paper "Provable concept learning for interpretable predictions using variational inference".☆15Apr 4, 2022Updated 4 years ago
- Towards Robust Interpretability with Self-Explaining Neural Networks, Alvarez-Melis et al. 2018☆15Oct 28, 2019Updated 6 years ago
- Official code of the CVPR 2022 paper "Proto2Proto: Can you recognize the car, the way I do?"☆20May 2, 2022Updated 4 years ago
- A replication of the paper "Adaptive Mixtures of Local Experts" applied to the CIFAR-10 image classification dataset.☆12Mar 19, 2021Updated 5 years ago
- ☆11Dec 23, 2021Updated 4 years ago
- Robust Attribution Regularization☆16Feb 17, 2022Updated 4 years ago
- Resources for our IJCAI 2020 paper, TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact☆12Nov 30, 2020Updated 5 years ago
- Codes and scripts for "Explainable Semantic Space by Grounding Languageto Vision with Cross-Modal Contrastive Learning"☆20Mar 23, 2022Updated 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.
- ☆13Mar 5, 2023Updated 3 years ago
- This project is the Torch implementation of our accepted CVPR 2019 paper, Iterative Normalization: Beyond Standardization towards Effic…☆27Jan 19, 2021Updated 5 years ago
- A repository for Prototype Attention-based Multiple Instance Learning.☆16Jun 29, 2024Updated 2 years ago
- PyTorch Explain: Interpretable Deep Learning in Python.☆175May 16, 2024Updated 2 years ago
- ☆13Sep 5, 2023Updated 3 years ago
- ☆18Mar 9, 2023Updated 3 years ago
- CAV'22 paper to speed up Neural Network Verification.☆13Dec 19, 2022Updated 3 years ago
- Official implementation for Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds (NeurIPS, 2021).☆25Sep 4, 2022Updated 4 years ago
- [MICCAI 2022] BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video☆15Sep 26, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)☆27Mar 26, 2022Updated 4 years ago
- ☆14Jun 14, 2022Updated 4 years ago
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆96May 20, 2024Updated 2 years ago
- Official code of "Discover the Unknown Biased Attribute of an Image Classifier" (ICCV 2021)☆21Oct 11, 2021Updated 4 years ago
- Official Repository for the ICML 2023 paper "BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning"☆16Oct 11, 2023Updated 2 years ago
- ☆12Nov 19, 2022Updated 3 years ago
- CME: Concept-based Model Extraction☆13Nov 24, 2020Updated 5 years ago
- Improving predictions of Bayesian neural nets via local linearization, AISTATS 2021☆16Dec 30, 2022Updated 3 years ago
- Code repository for "Interpretable and Accurate Fine-grained Recognition via Region Grouping", CVPR 2020 (Oral)☆132Aug 27, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Explaining Deep Convolutional Neural Networks via Unsupervised Visual-Semantic Filter Attention (CVPR 2022)☆20Mar 31, 2022Updated 4 years ago
- Repo for our AKBC-2021 paper: Abg-CoQA: Clarifying Ambiguity in Conversational Question Answering☆11Oct 10, 2021Updated 5 years ago
- Hyper-AdaC: Adaptive clustering-based hypergraph representation of whole slide images for survival analysis☆16Nov 28, 2022Updated 3 years ago
- Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification☆11Apr 7, 2022Updated 4 years ago
- ☆28Feb 19, 2023Updated 3 years ago
- Invertible Concept-based Explanation (ICE)☆19Oct 29, 2025Updated 11 months ago
- code for EGSS☆12Dec 10, 2024Updated last year