conftrace_

feature visualization

31 papers

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Co-occurring keywords

convolutional neural network (4226) neural network (6616) model interpretability (519) representation learning (6206) model interpretation (93) neural network interpretability (114) computer vision (735) visual feature (156) activation maximization (8) image reconstruction (671)

Papers

A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models AAAI 2025
Neurons to Words: A Novel Method for Automated Neural Network Interpretability and Alignment AAAI 2025
Network Inversion of Convolutional Neural Nets (Student Abstract) AAAI 2025
VITAL: More Understandable Feature Visualization through Distribution Alignment and Relevant Information Flow ICCV 2025
Adversarial Attacks on the Interpretation of Neuron Activation Maximization AAAI 2024
Parallel Backpropagation for Shared-Feature Visualization NIPS 2024
Team MLab at SemEval-2024 Task 8: Analyzing Encoder Embeddings for Detecting LLM-generated Text SEMEVAL 2024
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization NIPS 2023
A Study on Visualization of Voiceprint Feature INTERSPEECH 2023
B-Cos Networks: Alignment Is All We Need for Interpretability CVPR 2022
InterpretDL: Explaining Deep Models in PaddlePaddle JMLR 2022
A Framework to Learn with Interpretation NIPS 2021
Rotation-Invariant Gait Identification with Quaternion Convolutional Neural Networks (Student Abstract) AAAI 2021
CAMERAS: Enhanced Resolution and Sanity Preserving Class Activation Mapping for Image Saliency CVPR 2021
How Well do Feature Visualizations Support Causal Understanding of CNN Activations? NIPS 2021
Attack to Explain Deep Representation CVPR 2020
Visualizing Deep Networks by Optimizing with Integrated Gradients AAAI 2020
Feature Space Visualization with Spatial Similarity Maps for Pathological Speech Data INTERSPEECH 2019
Understanding Deep Networks via Extremal Perturbations and Smooth Masks ICCV 2019
NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks AAAI 2019
Visualization of Convolutional Neural Networks for Monocular Depth Estimation ICCV 2019
Understanding and Visualizing Deep Visual Saliency Models CVPR 2019
Interpreting Neural Network Hate Speech Classifiers EMNLP 2018
Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis ACL 2018
What Do Deep Networks Like to See? CVPR 2018