A Survey of Visual Analytics Techniques for Machine Learning

A Survey of Visual Analytics Techniques for Machine Learning

21 August 2020

Papers citing "A Survey of Visual Analytics Techniques for Machine Learning"

18 / 18 papers shown

Title
Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments Angie Boggust Venkatesh Sivaraman Yannick Assogba Donghao Ren Dominik Moritz Fred Hohman VLM 42 3 0 06 Aug 2024
Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research Hariharan Subramonyam Jessica Hullman VLM HAI 20 8 0 10 Aug 2023
My Model is Unfair, Do People Even Care? Visual Design Affects Trust and Perceived Bias in Machine Learning Aimen Gaba Zhanna Kaufman Jason Chueng Marie Shvakel Kyle Wm. Hall Yuriy Brun Cindy Xiong Bearfield 17 14 0 07 Aug 2023
Interpretable multimodal sentiment analysis based on textual modality descriptions by using large-scale language models Sixia Li S. Okada 22 3 0 07 May 2023
Towards Efficient Visual Simplification of Computational Graphs in Deep Neural Networks Rusheng Pan Zhiyong Wang Yating Wei Han Gao Gongchang Ou Caleb Chen Cao Jinglin Xu Tong Xu Wei-Neng Chen GNN 9 4 0 21 Dec 2022
Trust Calibration as a Function of the Evolution of Uncertainty in Knowledge Generation: A Survey J. Boley Maoyuan Sun 10 0 0 09 Sep 2022
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset Zhihua Jin Xingbo Wang Furui Cheng Chunhui Sun Qun Liu Huamin Qu 19 9 0 17 Aug 2022
DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps Donald Bertucci M. Hamid Yashwanthi Anand Anita Ruangrotsakun Delyar Tabatabai Melissa Perez Minsuk Kahng 23 29 0 14 May 2022
ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective Jinbin Huang Aditi Mishra Bum Chul Kwon Chris Bryan FAtt HAI 22 30 0 04 Apr 2022
Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study Jiazhi Xia Yuchen Zhang Jie Song Yang Chen Yunhai Wang Shixia Liu 16 45 0 06 Oct 2021
VideoModerator: A Risk-aware Framework for Multimodal Video Moderation in E-Commerce Tan Tang Yanhong Wu Lingyun Yu Yuhong Li Yingcai Wu 25 22 0 08 Sep 2021
Feature Importance in a Deep Learning Climate Emulator Wei-ping Xu Xihaier Luo Yihui Ren Ji Hwan Park Shinjae Yoo B. Nadiga FAtt AI4TS 16 3 0 27 Aug 2021
Cycle4Completion: Unpaired Point Cloud Completion using Cycle Transformation with Missing Region Coding Xin Wen Zhizhong Han Yan-Pei Cao Pengfei Wan Wen Zheng Yu-Shen Liu 3DPC 15 93 0 14 Mar 2021
SilkViser:A Visual Explorer of Blockchain-based Cryptocurrency Transaction Data Zengsheng Zhong Shuirun Wei Yeting Xu Ying Zhao Fangfang Zhou Feng Luo Ronghua Shi 11 17 0 06 Sep 2020
PlotThread: Creating Expressive Storyline Visualizations using Reinforcement Learning Tan Tang Renzhong Li Xinke Wu Shuhan Liu Johannes Knittel Steffen Koch Thomas Ertl Lingyun Yu Peiran Ren Yingcai Wu 14 52 0 01 Sep 2020
Diagnosing Concept Drift with Visual Analytics Weikai Yang Zhuguo Li Mengchen Liu Yafeng Lu Kelei Cao Ross Maciejewski Shixia Liu 38 33 0 28 Jul 2020
Analyzing the Noise Robustness of Deep Neural Networks Kelei Cao Mengchen Liu Hang Su Jing Wu Jun Zhu Shixia Liu AAML 52 87 0 26 Jan 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,635 0 05 Dec 2016