This code implements ProtoViT, a novel approach that combines Vision Transformers with prototype-based learning to create interpretable image classification models. Our implementation provides both high accuracy and explainability through learned prototypes.
☆42May 19, 2025Updated last year
Alternatives and similar repositories for ProtoViT
Users that are interested in ProtoViT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Dataset and code for the paper MentalManip: A Dataset For Fine-grained Analysis of Mental Manipulation in Conversations (ACL'24).☆26May 2, 2025Updated last year
- This code implements the algorithm of FIPO, a value-free RL recipe for eliciting deeper reasoning from a clean base model.☆123Apr 7, 2026Updated last month
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12May 9, 2023Updated 3 years ago
- codes for paper "Interpretability-Aware Vision Transformer"☆22Sep 14, 2023Updated 2 years ago
- [NeurIPS'24] "NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes" by Hao-Lun …☆10Sep 18, 2025Updated 8 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data☆16Apr 17, 2025Updated last year
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆40Dec 6, 2022Updated 3 years ago
- [ACCV 2024 ] Official code for "DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention"☆33Jan 8, 2025Updated last year
- [ECCV'24 Oral] Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild☆13Mar 13, 2025Updated last year
- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆19Oct 12, 2023Updated 2 years ago
- [ICLR24] "AutoVP: An Automated Visual Prompting Framework and Benchmark" by Hsi-Ai Tsao*, Lei Hsiung*, Pin-Yu Chen, Sijia Liu, and Tsung-…☆23Sep 18, 2025Updated 8 months ago
- Code for "Multi-Object Discovery by Low-Dimensional Object Motion", ICCV 2023☆12Dec 4, 2023Updated 2 years ago
- ☆12Sep 4, 2024Updated last year
- [NeurIPS 2023 Spotlight] Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training☆36Apr 7, 2025Updated last year
- 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.
- Official PyTorch implementation of "LGViT: Dynamic Early Exiting for Accelerating Vision Transformer" (ACM MM 2023)☆16Nov 18, 2024Updated last year
- 数据科学与人工智能中文讲义☆14May 13, 2026Updated 2 weeks ago
- Offcial Repo of Paper "Eliminating Position Bias of Language Models: A Mechanistic Approach""☆23Jun 13, 2025Updated 11 months ago
- Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns☆17Nov 15, 2022Updated 3 years ago
- Official Code for ICML 2023 Data-Efficient Contrastive Self-supervised Learning☆33Apr 16, 2024Updated 2 years ago
- [ECCV 2024 Oral] Official implementation of the paper "PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers"☆20Apr 9, 2026Updated last month
- ☆20Mar 19, 2025Updated last year
- Tensorflow Implementation of "Theory and Experiments on Vector Quantized Autoencoders"☆15Feb 27, 2019Updated 7 years ago
- Official repository of "Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection" [ICCV 2025]☆21Jan 17, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Semantic Self-adaptation: Enhancing Generalization with a Single Sample (TMLR 2023)☆17Jul 21, 2023Updated 2 years ago
- [COLM 2024] LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models☆14Jan 4, 2025Updated last year
- [CVPR 2024] Official Repository for MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes☆19Jul 8, 2024Updated last year
- Official code release of our paper "EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention"☆21Aug 21, 2025Updated 9 months ago
- Official Repo for SvS: A Self-play with Variational Problem Synthesis strategy for RLVR training☆54Dec 13, 2025Updated 5 months ago
- [NeurIPS23] PromptRestorer: A Prompting Image Restoration Method with Degradation Perception☆17Aug 4, 2024Updated last year
- Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering☆13Aug 22, 2023Updated 2 years ago
- ☆23May 8, 2025Updated last year
- ☆14Feb 27, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆10Nov 23, 2020Updated 5 years ago
- PyTorch port (inference only) of the paper "SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping" [CVPR 2021].☆22Jan 1, 2024Updated 2 years ago
- Official repo for Adaptive Rectangular Convolution☆184Jun 7, 2025Updated 11 months ago
- Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion☆25Mar 16, 2023Updated 3 years ago
- Code for MSH-Net: Modality-Shared Hallucination with Joint Adaptation Distillation for Remote Sensing Image Classification Using Missing …☆14Jan 17, 2024Updated 2 years ago
- Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration☆40Mar 22, 2026Updated 2 months ago
- ☆12Jul 30, 2025Updated 9 months ago