相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。A survey of visual analytics techniques for machine learning
Jun Yuan et al.
COMPUTATIONAL VISUAL MEDIA (2021)
Focal Loss for Dense Object Detection
Tsung-Yi Lin et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2020)
Human-Centered Artificial Intelligence: Reliable, Safe & Trustworthy
Ben Shneiderman
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION (2020)
SCANViz: Interpreting the Symbol-Concept Association Captured by Deep Neural Networks through Visual Analytics
Junpeng Wang et al.
2020 IEEE PACIFIC VISUALIZATION SYMPOSIUM (PACIFICVIS) (2020)
DQNViz: A Visual Analytics Approach to Understand Deep Q-Networks
Junpeng Wang et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2019)
DeepVID: Deep Visual Interpretation and Diagnosis for Image Classifiers via Knowledge Distillation
Junpeng Wang et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2019)
Interpretable and Steerable Sequence Learning via Prototypes
Yao Ming et al.
KDD'19: PROCEEDINGS OF THE 25TH ACM SIGKDD INTERNATIONAL CONFERENCCE ON KNOWLEDGE DISCOVERY AND DATA MINING (2019)
Visual Analytics for Explainable Deep Learning
Jaegul Choo et al.
IEEE COMPUTER GRAPHICS AND APPLICATIONS (2018)
Do Convolutional Neural Networks Learn Class Hierarchy?
Bilal Alsallakh et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2018)
Visual interpretability for deep learning: a survey
Quan-shi Zhang et al.
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING (2018)
Space Charge Analysis of Polyethylene with Chemical Defects Based on Density Function Theory
Tao Lin et al.
2018 IEEE INTERNATIONAL CONFERENCE ON HIGH VOLTAGE ENGINEERING AND APPLICATION (ICHVE) (2018)
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Shaoqing Ren et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2017)
Towards Better Analysis of Deep Convolutional Neural Networks
Mengchen Liu et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2017)
Towards better analysis of machine learning models: A visual analytics perspective
Shixia Liu et al.
VISUAL INFORMATICS (2017)
Network Dissection: Quantifying Interpretability of Deep Visual Representations
David Bau et al.
30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)
Visualizing Object Detection Features
Carl Vondrick et al.
INTERNATIONAL JOURNAL OF COMPUTER VISION (2016)
Fast R-CNN
Ross Girshick
2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV) (2015)
The human is the loop: new directions for visual analytics
Alex Endert et al.
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS (2014)
Mutual Information between Discrete and Continuous Data Sets
Brian C. Ross
PLOS ONE (2014)
2D Human Pose Estimation: New Benchmark and State of the Art Analysis
Mykhaylo Andriluka et al.
2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) (2014)