Title
Explainable Depression Symptom Detection in Social Media Eliseo Bao Souto Anxo Perez Javier Parapar 79 8 0 20 Oct 2023
Explaining Deep Neural Networks for Bearing Fault Detection with Vibration Concepts Thomas Decker Michael Lebacher Volker Tresp FAtt 50 2 0 17 Oct 2023
Stance Detection with Collaborative Role-Infused LLM-Based Agents Xiaochong Lan Chen Gao Depeng Jin Yong Li 73 58 0 16 Oct 2023
A Critical Survey on Fairness Benefits of Explainable AI Luca Deck Jakob Schoeffer Maria De-Arteaga Niklas Kühl 134 13 0 15 Oct 2023
Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI Oliver Eberle Jochen Büttner Hassan el-Hajj G. Montavon Klaus-Robert Muller Matteo Valleriani 65 2 0 13 Oct 2023
Path To Gain Functional Transparency In Artificial Intelligence With Meaningful Explainability Md. Tanzib Hosain Md. Mehedi Hasan Anik Sadman Rafi̇ Rana Tabassum Khaleque Insi̇a Md. Mehrab Siddiky 68 8 0 13 Oct 2023
The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features Navita Goyal Connor Baumler Tin Trung Nguyen Hal Daumé 87 8 0 12 Oct 2023
Counterfactual Explanations for Time Series Forecasting Zhendong Wang Ioanna Miliou Isak Samsten P. Papapetrou BDL AI4TS OOD 75 5 0 12 Oct 2023
Deepfakes, Phrenology, Surveillance, and More! A Taxonomy of AI Privacy Risks Hao-Ping Lee Yu-Ju Yang Thomas Serban Von Davier Jodi Forlizzi Sauvik Das 57 63 0 11 Oct 2023
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM I. Livieris Emmanuel G. Pintelas Niki Kiriakidou P. Pintelas FAtt 60 16 0 11 Oct 2023
Bidirectional recurrent imputation and abundance estimation of LULC classes with MODIS multispectral time series and geo-topographic and climatic data José Rodríguez-Ortega Rohaifa Khaldi D. Alcaraz‐Segura Siham Tabik 64 2 0 11 Oct 2023
Latent Diffusion Counterfactual Explanations Karim Farid Simon Schrodi Max Argus Thomas Brox DiffM 99 14 0 10 Oct 2023
Hoeffding decomposition of black-box models with dependent inputs Marouane Il Idrissi Nicolas Bousquet Edf RD Prisme Fabrice Gamboa Bertrand Iooss Jean-Michel Loubes 30 0 0 10 Oct 2023
Trust in Generative AI among students: An Exploratory Study Matin Amoozadeh David Daniels Daye Nam Aayush Kumar Stella Chen Michael Hilton Sruti Srinivasa Ragavan Mohammad Amin Alipour 58 64 0 07 Oct 2023
Improved prediction of ligand-protein binding affinities by meta-modeling Ho-Joon Lee Prashant S. Emani Mark B. Gerstein 56 0 0 05 Oct 2023
Balancing Autonomy and Alignment: A Multi-Dimensional Taxonomy for Autonomous LLM-powered Multi-Agent Architectures Thorsten Händler LLMAG 92 24 0 05 Oct 2023
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals Kwanseok Oh Da-Woon Heo A. Mulyadi Wonsik Jung Eunsong Kang Kun Ho Lee Heung-Il Suk 57 2 0 05 Oct 2023
Co-modeling the Sequential and Graphical Routes for Peptide Representation Learning Zihan Liu Ge Wang Jiaqi Wang Jiangbin Zheng Stan Z. Li AI4TS 42 2 0 04 Oct 2023
LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving Hao Sha Yao Mu Yuxuan Jiang Li Chen Chenfeng Xu Ping Luo Shengbo Eben Li Masayoshi Tomizuka Wei Zhan Mingyu Ding 263 179 0 04 Oct 2023
Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing R. Borsoi Deniz Erdoğmuş Tales Imbiriba 79 6 0 03 Oct 2023
Content Bias in Deep Learning Image Age Approximation: A new Approach Towards better Explainability Robert Jöchl Andreas Uhl 13 2 0 03 Oct 2023
Driving with LLMs: Fusing Object-Level Vector Modality for Explainable Autonomous Driving Long Chen Oleg Sinavski Jan Hünermann Alice Karnsund Andrew James Willmott Danny Birch Daniel Maund Jamie Shotton MLLM 127 210 0 03 Oct 2023
Active Learning on Neural Networks through Interactive Generation of Digit Patterns and Visual Representation D. H. Jeong Jin-Hee Cho Feng Chen A. Jøsang Soo-Yeon Ji 20 0 0 02 Oct 2023
Black-box Attacks on Image Activity Prediction and its Natural Language Explanations Alina Elena Baia Valentina Poggioni Andrea Cavallaro AAML 58 1 0 30 Sep 2023
Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities Jiaoyan Chen Hang Dong Janna Hastings Ernesto Jiménez-Ruiz Vanessa Lopez Pierre Monnin Catia Pesquita Petr vSkoda Valentina A. M. Tamma 92 12 0 29 Sep 2023
Tell Me a Story! Narrative-Driven XAI with Large Language Models David Martens James Hinns Camille Dams Mark Vergouwen Theodoros Evgeniou 106 7 0 29 Sep 2023
T-COL: Generating Counterfactual Explanations for General User Preferences on Variable Machine Learning Systems Yiming Li Daling Wang Wenfang Wu Shi Feng Yifei Zhang CML 92 1 0 28 Sep 2023
The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance J. Donnelly Srikar Katta Cynthia Rudin E. Browne FAtt 118 18 0 24 Sep 2023
"Always Nice and Confident, Sometimes wrong": Developer's Experiences Engaging Generative AI Chatbots Versus Human-Powered Q&A Platforms Jiachen Li Elizabeth D. Mynatt Varun Mishra J. Bell 43 1 0 24 Sep 2023
Limits of Actor-Critic Algorithms for Decision Tree Policies Learning in IBMDPs Hector Kohler R. Akrour Philippe Preux OffRL 74 1 0 23 Sep 2023
Targeted Activation Penalties Help CNNs Ignore Spurious Signals Dekai Zhang Hamed Ayoobi Francesca Toni AAML 42 1 0 22 Sep 2023
Towards an MLOps Architecture for XAI in Industrial Applications Leonhard Faubel Thomas Woudsma Leila Methnani Amir Ghorbani Ghezeljhemeidan Fabian Buelow ... Willem D. van Driel Benjamin Kloepper Andreas Theodorou Mohsen Nosratinia Magnus Bång 54 5 0 22 Sep 2023
Using ChatGPT in HCI Research -- A Trioethnography Smit Desai Tanusree Sharma Pratyasha Saha 28 15 0 22 Sep 2023
Machine Learning Meets Advanced Robotic Manipulation Saeid Nahavandi R. Alizadehsani D. Nahavandi Chee Peng Lim Kevin Kelly Fernando Bello 92 20 0 22 Sep 2023
A Comprehensive Review on Financial Explainable AI Wei Jie Yeo Wihan van der Heever Rui Mao Min Zhang Ranjan Satapathy G. Mengaldo XAI AI4TS 88 18 0 21 Sep 2023
On the Definition of Appropriate Trust and the Tools that Come with it Helena Löfström 50 1 0 21 Sep 2023
Generative AI in Mafia-like Game Simulation Munyeong Kim Sungsu Kim LLMAG 83 7 0 20 Sep 2023
3D Face Reconstruction: the Road to Forensics Simone Maurizio La Cava G. Orrú Martin Drahansky G. L. Marcialis Fabio Roli CVBM 3DH 59 11 0 20 Sep 2023
From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring Florent Forest Hugo Porta D. Tuia Olga Fink 87 11 0 20 Sep 2023
Redefining Qualitative Analysis in the AI Era: Utilizing ChatGPT for Efficient Thematic Analysis He Zhang Chuhao Wu Jingyi Xie Yao Lyu Jie Cai John M. Carroll 88 62 0 19 Sep 2023
Correlation between morphological evolution of splashing drop and exerted impact force revealed by interpretation of explainable artificial intelligence Jingzu Yee Daichi Igarashi(五十嵐大地) Pradipto A. Yamanaka Yoshiyuki Tagawa(田川義之) 48 1 0 19 Sep 2023
The role of causality in explainable artificial intelligence Gianluca Carloni Andrea Berti Sara Colantonio CML XAI 77 12 0 18 Sep 2023
Interpretability is not Explainability: New Quantitative XAI Approach with a focus on Recommender Systems in Education Riccardo Porcedda XAI 71 0 0 18 Sep 2023
Interpretability-Aware Vision Transformer Yao Qiang Chengyin Li Prashant Khanduri D. Zhu ViT 273 8 0 14 Sep 2023
Beyond XAI:Obstacles Towards Responsible AI Yulu Pi 86 2 0 07 Sep 2023
Insights Into the Inner Workings of Transformer Models for Protein Function Prediction M. Wenzel Erik Grüner Nils Strodthoff ViT 71 9 0 07 Sep 2023
Natural Example-Based Explainability: a Survey Antonin Poché Lucas Hervier M. Bakkay XAI 59 13 0 05 Sep 2023
A Human-Centric Metaverse Enabled by Brain-Computer Interface: A Survey Howe Yuan Zhu Nguyen Quang Hieu D. Hoang Diep N. Nguyen Chin-Teng Lin 56 24 0 04 Sep 2023
Interpretable Medical Imagery Diagnosis with Self-Attentive Transformers: A Review of Explainable AI for Health Care Tin Lai MedIm 75 4 0 01 Sep 2023
Ethical Framework for Harnessing the Power of AI in Healthcare and Beyond Sidra Nasir Rizwan Ahmed Khan Samita Bai 78 33 0 31 Aug 2023