Light version of Network Dissection for Quantifying Interpretability of Networks
☆221May 6, 2019Updated 6 years ago
Alternatives and similar repositories for NetDissect-Lite
Users that are interested in NetDissect-Lite are comparing it to the libraries listed below
Sorting:
- Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.☆453Aug 25, 2018Updated 7 years ago
- Code for Net2Vec: Quantifying and Explaining how Concepts are Encoded by Filters in Deep Neural Networks☆30Feb 8, 2018Updated 8 years ago
- IBD: Interpretable Basis Decomposition for Visual Explanation☆52Nov 28, 2018Updated 7 years ago
- Visualizer for Deep Neural Networks☆294Nov 22, 2022Updated 3 years ago
- Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural N…☆307Jan 9, 2021Updated 5 years ago
- ☆226Oct 25, 2020Updated 5 years ago
- There and Back Again: Revisiting Backpropagation Saliency Methods (CVPR 2020)☆53Apr 7, 2020Updated 5 years ago
- zero-shot-gcn in pytorch☆81Apr 5, 2019Updated 6 years ago
- Understanding Deep Networks via Extremal Perturbations and Smooth Masks☆349Jul 22, 2020Updated 5 years ago
- Compositional Explanations of Neurons, NeurIPS 2020 https://arxiv.org/abs/2006.14032☆26Apr 9, 2021Updated 4 years ago
- Code for Fong and Vedaldi 2017, "Interpretable Explanations of Black Boxes by Meaningful Perturbation"☆32Sep 25, 2019Updated 6 years ago
- Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/☆1,766May 23, 2021Updated 4 years ago
- Visualizing how deep networks make decisions☆66Jul 12, 2019Updated 6 years ago
- ☆11Apr 18, 2021Updated 4 years ago
- Training scripts and Python modules for the ECCV 2018 paper "Interpolating Convolutional Networks Using Batch Normalization"☆11Jun 13, 2020Updated 5 years ago
- Code of the paper "Part Detector Discovery in Deep Convolutional Neural Networks" by Marcel Simon, Erik Rodner and Joachim Denzler☆17Nov 12, 2014Updated 11 years ago
- Code for "Learning Perceptually-Aligned Representations via Adversarial Robustness"☆164Mar 19, 2020Updated 5 years ago
- Light-Head R-CNN in PyTorch☆94May 30, 2019Updated 6 years ago
- Pytorch implementation of different edge detection networks, such as Holistically-Nested Edge Detection and PixelNet☆33Nov 28, 2017Updated 8 years ago
- Pytorch implementation of convolutional neural network visualization techniques☆8,200Jan 1, 2025Updated last year
- PyTorch implementation of Mahendran & Vedaldi, 2015: "Understanding Deep Image Representations by Inverting Them"☆39Jan 4, 2018Updated 8 years ago
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆54Mar 25, 2022Updated 3 years ago
- Unsupervised instance segmentation via active robot interaction☆76Jul 1, 2022Updated 3 years ago
- ☆28Aug 7, 2019Updated 6 years ago
- I collected some papers about interpretable CNN and reorganized them here.☆133Jul 8, 2018Updated 7 years ago
- argparse extension for hpman☆17Dec 4, 2022Updated 3 years ago
- A prototype for distributed training/validation/evaluation/extraction with PyTorch.☆14Jun 13, 2020Updated 5 years ago
- A PyTorch implementation of the paper "Visualizing and Understanding Convolutional Networks." (ECCV 2014)☆206Aug 5, 2018Updated 7 years ago
- Official implementation for the CVPR paper "Convolutional Dynamic Alignment Networks for Interpretable Classifications"☆30Aug 17, 2023Updated 2 years ago
- [ICCVW 2019] PyTorch code for Class Visualization Pyramid for intpreting spatio-temporal class-specific activations throughout the networ…☆22Mar 9, 2020Updated 5 years ago
- ☆19Jul 6, 2022Updated 3 years ago
- visualization of CNN in PyTorch☆155Sep 4, 2023Updated 2 years ago
- Detectorch - detectron for PyTorch☆558Oct 30, 2018Updated 7 years ago
- Interpreting CNN Knowledge via an Explanatory Graph☆71Oct 25, 2020Updated 5 years ago
- Gluon implementation of "Objects as Points", aka "CenterNet"☆32Nov 19, 2019Updated 6 years ago
- ☆51Aug 29, 2020Updated 5 years ago
- CCAs for looking into DNNs☆70Jul 31, 2020Updated 5 years ago
- Code for our CVPR 2019 work.☆158Jul 19, 2019Updated 6 years ago
- Pytorch implemenation of "Learning Filter Basis for Convolutional Neural Network Compression" ICCV2019☆18Jan 17, 2026Updated last month