conftrace_

visual explanation

50 papers

Explore in graph

Co-occurring keywords

image classification (1944) convolutional neural network (4226) model interpretability (519) class activation mapping (51) explainable ai (480) attention mechanism (4001) saliency map (125) deep neural network (1803) counterfactual explanation (139) multimodal learning (4645)

Papers

LFI-CAM: Learning Feature Importance for Better Visual Explanation ICCV 2021
Black-Box Explanation of Object Detectors via Saliency Maps CVPR 2021
A Novel Visual Interpretability for Deep Neural Networks by Optimizing Activation Maps with Perturbation AAAI 2021
DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation WACV 2021
SCOUT: Self-Aware Discriminant Counterfactual Explanations CVPR 2020
Generating Natural Counterfactual Visual Explanations IJCAI 2020
Adapting Grad-CAM for Embedding Networks WACV 2020
Counterfactual Samples Synthesizing for Robust Visual Question Answering CVPR 2020
Towards Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping (Student Abstract) AAAI 2020
Ablation-CAM: Visual Explanations for Deep Convolutional Network via Gradient-free Localization WACV 2020
Towards Visually Explaining Variational Autoencoders CVPR 2020
Counterfactual Visual Explanations ICML 2019
Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks CVPR 2019
Attention Branch Network: Learning of Attention Mechanism for Visual Explanation CVPR 2019
Deliberative Explanations: visualizing network insecurities NIPS 2019
Visual Explanation by Interpretation: Improving Visual Feedback Capabilities of Deep Neural Networks ICLR 2019
Grid Saliency for Context Explanations of Semantic Segmentation NIPS 2019
Self-Critical Reasoning for Robust Visual Question Answering NIPS 2019
Learning to Explain With Complemental Examples CVPR 2019
U-CAM: Visual Explanation Using Uncertainty Based Class Activation Maps ICCV 2019
Building Trust in Deep Learning System towards Automated Disease Detection AAAI 2019
Visualizing and Understanding Atari Agents ICML 2018
Tell Me Where to Look: Guided Attention Inference Network CVPR 2018
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence CVPR 2018
Teaching Categories to Human Learners With Visual Explanations CVPR 2018