Title
Approximating the Core via Iterative Coalition Sampling I. Gemp Marc Lanctot Luke Marris Yiran Mao Edgar A. Duénez-Guzmán ... Michael Kaisers Daniel Hennes Kalesha Bullard Kate Larson Yoram Bachrach 123 2 0 06 Feb 2024
Causal Feature Selection for Responsible Machine Learning Raha Moraffah Paras Sheth Saketh Vishnubhatla Huan Liu CML 60 2 0 05 Feb 2024
XAI-CF -- Examining the Role of Explainable Artificial Intelligence in Cyber Forensics Shahid Alam Zeynep Altıparmak 73 3 0 04 Feb 2024
A Reinforcement Learning-Boosted Motion Planning Framework: Comprehensive Generalization Performance in Autonomous Driving Rainer Trauth Alexander Hobmeier Johannes Betz 77 4 0 02 Feb 2024
Research on Older Adults' Interaction with E-Health Interface Based on Explainable Artificial Intelligence Xueting Huang Zhibo Zhang Fusen Guo Xianghao Wang Kun Chi Kexin Wu 62 9 0 01 Feb 2024
Explainable AI for survival analysis: a median-SHAP approach Lucile Ter-Minassian Sahra Ghalebikesabi Karla Diaz-Ordaz Chris Holmes 137 2 0 30 Jan 2024
NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble Techniques Weronika Hryniewska-Guzik Bartosz Sawicki P. Biecek 91 0 0 30 Jan 2024
Explaining Explanations in Probabilistic Logic Programming Germán Vidal LRM 39 1 0 30 Jan 2024
A Cross-Language Investigation into Jailbreak Attacks in Large Language Models Jie Li Yi Liu Chongyang Liu Ling Shi Xiaoning Ren Yaowen Zheng Yang Liu Yinxing Xue AAML 101 27 0 30 Jan 2024
Dual feature-based and example-based explanation methods A. Konstantinov Boris V. Kozlov Stanislav R. Kirpichenko Lev V. Utkin FAtt 105 0 0 29 Jan 2024
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence J. R. Rico-Juan Víctor M. Sánchez-Cartagena J. J. Valero-Mas Antonio Javier Gallego 115 3 0 29 Jan 2024
Social Interpretable Reinforcement Learning Leonardo Lucio Custode Giovanni Iacca OffRL 244 2 0 27 Jan 2024
The Machine Vision Iceberg Explained: Advancing Dynamic Testing by Considering Holistic Environmental Relations Hubert Padusinski Christian Steinhauser Thilo Braun Lennart Ries Eric Sax 60 1 0 26 Jan 2024
A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research Sicong Cao Xiaobing Sun Ratnadira Widyasari David Lo Xiaoxue Wu ... Jiale Zhang Bin Li Wei Liu Di Wu Yixin Chen 143 8 0 26 Jan 2024
Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation Yumnah Hasan Allan de Lima Fatemeh Amerehi Darian Reyes Fernández de Bulnes Patrick Healy Conor Ryan 31 2 0 25 Jan 2024
Information That Matters: Exploring Information Needs of People Affected by Algorithmic Decisions Timothée Schmude Laura M. Koesten Torsten Moller Sebastian Tschiatschek 50 3 0 24 Jan 2024
XAI for All: Can Large Language Models Simplify Explainable AI? Philip Mavrepis Georgios Makridis G. Fatouros Vasileios Koukos Maria Margarita Separdani D. Kyriazis 119 23 0 23 Jan 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han Qifan Wang Yiming Cui Wenguan Wang Lifu Huang Siyuan Qi Dongfang Liu VLM 157 22 0 23 Jan 2024
Automated facial recognition system using deep learning for pain assessment in adults with cerebral palsy Álvaro Sabater-Gárriz F. X. Gaya-Morey Jose Maria Buades Rubio Cristina Manresa-Yee Pedro Montoya I. Riquelme CVBM 50 7 0 22 Jan 2024
Unveiling the Human-like Similarities of Automatic Facial Expression Recognition: An Empirical Exploration through Explainable AI F. X. Gaya-Morey S. Ramis-Guarinos Cristina Manresa-Yee Jose Maria Buades Rubio CVBM 59 3 0 22 Jan 2024
Cloud-based XAI Services for Assessing Open Repository Models Under Adversarial Attacks Zerui Wang Yan Liu AAML 60 2 0 22 Jan 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang Xin Li Luisa Verdoliva Shu Hu 221 64 0 22 Jan 2024
A comprehensive study on fidelity metrics for XAI Miquel Miró-Nicolau Antoni Jaume-i-Capó Gabriel Moyà Alcover 60 11 0 19 Jan 2024
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions Namitha Padmanabhan M. Gwilliam Pulkit Kumar Shishira R. Maiya Max Ehrlich Abhinav Shrivastava 100 2 1 18 Jan 2024
eipy: An Open-Source Python Package for Multi-modal Data Integration using Heterogeneous Ensembles Jamie J. R. Bennett Yan Chak Li Gaurav Pandey 51 1 0 17 Jan 2024
Reliability and Interpretability in Science and Deep Learning Luigi Scorzato 87 3 0 14 Jan 2024
Empowering Medical Imaging with Artificial Intelligence: A Review of Machine Learning Approaches for the Detection, and Segmentation of COVID-19 Using Radiographic and Tomographic Images Sayed Amir Mousavi Mobarakeh K. Kazemi A. Aarabi H. Danyali 62 2 0 13 Jan 2024
Triamese-ViT: A 3D-Aware Method for Robust Brain Age Estimation from MRIs Zhaonian Zhang Richard M. Jiang 84 2 0 13 Jan 2024
AttributionScanner: A Visual Analytics System for Model Validation with Metadata-Free Slice Finding Xiwei Xuan Jorge Henrique Piazentin Ono Liang Gou Kwan-Liu Ma Liu Ren 93 2 0 12 Jan 2024
Unpacking Human-AI interactions: From interaction primitives to a design space Konstantinos Tsiakas Dave Murray-Rust 67 5 0 10 Jan 2024
A Deep Learning Representation of Spatial Interaction Model for Resilient Spatial Planning of Community Business Clusters Haiyan Hao Yan Wang GNN 40 0 0 09 Jan 2024
XXAI: Towards eXplicitly eXplainable Artificial Intelligence V. Kalmykov L. V. Kalmykov 70 1 0 05 Jan 2024
Modern Computing: Vision and Challenges S. Gill Huaming Wu Panos Patros Carlo Ottaviani Priyansh Arora ... Salil S. Kanhere Schahram Dustdar Steve Uhlig K. Ramamohanarao Rajkumar Buyya 75 100 0 04 Jan 2024
Bayesian Intrinsic Groupwise Image Registration: Unsupervised Disentanglement of Anatomy and Geometry Xinzhe Luo Xin Wang Linda Shapiro Chun Yuan Jianfeng Feng Xiahai Zhuang 74 0 0 04 Jan 2024
The Art of Deception: Robust Backdoor Attack using Dynamic Stacking of Triggers Orson Mengara AAML 86 4 0 03 Jan 2024
KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI Saikat Barua Sifat Momen 51 6 0 30 Dec 2023
XAI for In-hospital Mortality Prediction via Multimodal ICU Data Xingqiao Li Jindong Gu Zhiyong Wang Yancheng Yuan Bo Du Fengxiang He 67 2 0 29 Dec 2023
Tensor Networks for Explainable Machine Learning in Cybersecurity Borja Aizpurua Samuel Palmer Roman Orus 103 9 0 29 Dec 2023
Abnormal component analysis Romain Valla Pavlo Mozharovskyi Florence dÁlché-Buc 83 0 0 26 Dec 2023
Increasing Profitability and Confidence by using Interpretable Model for Investment Decisions Sahar Arshad Seemab Latif Ahmad Salman R. Latif 31 0 0 24 Dec 2023
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models Gianni Franchi Olivier Laurent Maxence Leguéry Andrei Bursuc Andrea Pilzer Angela Yao UQCV BDL 60 6 0 23 Dec 2023
SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology S. Kapse Pushpak Pati Srijan Das Jingwei Zhang Chao Chen Maria Vakalopoulou Joel H. Saltz Dimitris Samaras Rajarsi R. Gupta Prateek Prasanna 95 12 0 22 Dec 2023
Explainable Multi-Camera 3D Object Detection with Transformer-Based Saliency Maps Till Beemelmanns Wassim Zahr Lutz Eckstein 83 0 0 22 Dec 2023
Pyreal: A Framework for Interpretable ML Explanations Alexandra Zytek Wei-En Wang Dongyu Liu Laure Berti-Equille K. Veeramachaneni LRM 76 0 0 20 Dec 2023
Quantifying Bias in Text-to-Image Generative Models Jordan Vice Naveed Akhtar Leonid Sigal Ajmal Mian 91 10 0 20 Dec 2023
Explainable artificial intelligence approaches for brain-computer interfaces: a review and design space Param S. Rajpura H. Cecotti Y. Meena 72 9 0 20 Dec 2023
Concept-based Explainable Artificial Intelligence: A Survey Eleonora Poeta Gabriele Ciravegna Eliana Pastor Tania Cerquitelli Elena Baralis LRM XAI 108 56 0 20 Dec 2023
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise Yao Rong Peizhu Qian Vaibhav Unhelkar Enkelejda Kasneci 85 0 0 19 Dec 2023
Predict and Interpret Health Risk using EHR through Typical Patients Zhihao Yu Chaohe Zhang Yasha Wang Wen Tang Jiangtao Wang Liantao Ma 39 6 0 18 Dec 2023
Prompting Datasets: Data Discovery with Conversational Agents Johanna Walker Elisavet Koutsiana Joe Massey Gefion Thuermer Elena Simperl 51 2 0 15 Dec 2023