ConceptExplainer: Interactive Explanation for Deep Neural Networks from
a Concept Perspective

ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective

4 April 2022

Papers citing "ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective"

18 / 18 papers shown

Title
ChannelExplorer: Exploring Class Separability Through Activation Channel Visualization Md Rahat-uz- Zaman Bei Wang Paul Rosen 21 0 0 06 May 2025
A Unified Framework with Novel Metrics for Evaluating the Effectiveness of XAI Techniques in LLMs Melkamu Mersha Mesay Gemeda Yigezu Hassan Shakil Ali Al shami SangHyun Byun Jugal Kalita 62 0 0 06 Mar 2025
Evaluating the Effectiveness of XAI Techniques for Encoder-Based Language Models Melkamu Mersha Mesay Gemeda Yigezu Jugal Kalita ELM 51 3 0 26 Jan 2025
Drillboards: Adaptive Visualization Dashboards for Dynamic Personalization of Visualization Experiences Sungbok Shin Inyoup Na Niklas Elmqvist 21 1 0 16 Oct 2024
DG Comics: Semi-Automatically Authoring Graph Comics for Dynamic Graphs Joohee Kim Hyunwook Lee Duc-Minh Nguyen Minjeong Shin Bum Chul Kwon Sungahn Ko Niklas Elmqvist 21 3 0 09 Aug 2024
InFiConD: Interactive No-code Fine-tuning with Concept-based Knowledge Distillation Jinbin Huang Wenbin He Liang Gou Liu Ren Chris Bryan 50 0 0 25 Jun 2024
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models G. Guo Lifu Deng A. Tandon Alex Endert Bum Chul Kwon 39 2 0 24 Apr 2024
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale Jinbin Huang Cheng Chen Aditi Mishra Bum Chul Kwon Zhicheng Liu Chris Bryan 47 4 0 03 Apr 2024
Latent Space Explorer: Visual Analytics for Multimodal Latent Space Exploration Bum Chul Kwon S. Friedman Kai Xu S. Lubitz Anthony Philippakis P. Batra P. Ellinor Kenney Ng 19 0 0 01 Dec 2023
InterVLS: Interactive Model Understanding and Improvement with Vision-Language Surrogates Jinbin Huang Wenbin He Liangke Gou Liu Ren Chris Bryan VLM 21 1 0 06 Nov 2023
Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research Hariharan Subramonyam Jessica Hullman VLM HAI 27 8 0 10 Aug 2023
Cluster-Aware Grid Layout Yuxing Zhou Weikai Yang Jiashu Chen Changjian Chen Z. Shen Xiaonan Luo Lingyun Yu Shixia Liu 23 5 0 07 Aug 2023
Visual Analytics For Machine Learning: A Data Perspective Survey Junpeng Wang Shixia Liu Wei Zhang HAI 32 17 0 15 Jul 2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models Bum Chul Kwon Nandana Mihindukulasooriya VLM 26 5 0 26 May 2023
LINGO : Visually Debiasing Natural Language Instructions to Support Task Diversity Anjana Arunkumar Shubham Sharma Rakhi Agrawal Sriramakrishnan Chandrasekaran Chris Bryan 34 0 0 12 Apr 2023
BiasTestGPT: Using ChatGPT for Social Bias Testing of Language Models Rafal Kocielnik Shrimai Prabhumoye Vivian Zhang Roy Jiang R. Alvarez Anima Anandkumar 41 6 0 14 Feb 2023
DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation Bum Chul Kwon Jungsoo Lee Chaeyeon Chung Nyoungwoo Lee Ho-Jin Choi Jaegul Choo 39 10 0 14 Sep 2022
On Completeness-aware Concept-Based Explanations in Deep Neural Networks Chih-Kuan Yeh Been Kim Sercan Ö. Arik Chun-Liang Li Tomas Pfister Pradeep Ravikumar FAtt 122 297 0 17 Oct 2019