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qibinchuan's Projects

cafe icon cafe

Cafe: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation

gammli icon gammli

an explainable recommendation system algorithm

prob-backend-analysis icon prob-backend-analysis

Analysis of the ProB Backends via inTrees, extracting knowledge from random forests. Code for the publication "Analysing ProB's Constraint Solving Backends: What do they know? Do they know things? Let's find out!".

pytorch-grad-cam icon pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

robust-perturbation icon robust-perturbation

PyTorch Implementation for Robust Perturbation for Visual Explanation: Cross-Checking Mask Optimization to Avoid Class Distortion

saliency_investigation icon saliency_investigation

Code for "Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability" (https://arxiv.org/abs/2010.09750)

torch-cam icon torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

vmask icon vmask

Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"

word2vecpy icon word2vecpy

Python implementation of CBOW and skip-gram word vector models, and hierarchical softmax and negative sampling learning algorithms

xrec icon xrec

Models for explainable recommendation.

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