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1962-1991 (15) 1992-1999 (21) 2000-2001 (23) 2002-2003 (28) 2004 (24) 2005 (45) 2006 (52) 2007 (79) 2008 (58) 2009 (44) 2010 (20) 2011 (15) 2012 (21) 2013 (21) 2014 (15) 2015 (22) 2016 (32) 2017 (57) 2018 (85) 2019 (169) 2020 (233) 2021 (262) 2022 (305) 2023 (357) 2024 (87)
Publication types (Num. hits)
article(1111) book(2) incollection(27) inproceedings(905) phdthesis(41) proceedings(4)
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Found 2090 publication records. Showing 2090 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
13Yoshinari Motokawa, Toshiharu Sugawara Interpretability for Conditional Coordinated Behavior in Multi-Agent Reinforcement Learning. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Emanuele Marconato, Andrea Passerini, Stefano Teso Interpretability is in the Mind of the Beholder: A Causal Framework for Human-interpretable Representation Learning. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag Harmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Gianluigi Lopardo, Frédéric Precioso, Damien Garreau Faithful and Robust Local Interpretability for Textual Predictions. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Matthew Choi, Muhammad Adil Asif, John Willes, David Emerson FlexModel: A Framework for Interpretability of Distributed Large Language Models. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Omid Davoodi, Shayan Mohammadizadehsamakosh, Majid Komeili On the Interpretability of Part-Prototype Based Classifiers: A Human Centric Analysis. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Evan Crothers, Herna L. Viktor, Nathalie Japkowicz Faithful to Whom? Questioning Interpretability Measures in NLP. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Uma Sushmitha Gunturi, Xiaohan Ding, Eugenia H. Rho ToxVis: Enabling Interpretability of Implicit vs. Explicit Toxicity Detection Models with Interactive Visualization. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Shunsuke Kitada Improving Prediction Performance and Model Interpretability through Attention Mechanisms from Basic and Applied Research Perspectives. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Jiawen Chen, Wancen Mu, Yun Li, Didong Li On the Identifiability and Interpretability of Gaussian Process Models. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal Inseq: An Interpretability Toolkit for Sequence Generation Models. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Zhengxuan Wu, Atticus Geiger, Christopher Potts, Noah D. Goodman Interpretability at Scale: Identifying Causal Mechanisms in Alpaca. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Md. Manjurul Ahsan Divorce Prediction with Machine Learning: Insights and LIME Interpretability. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Habib Boloorchi Tabrizi, Christopher Crick Brain-Inspired Visual Odometry: Balancing Speed and Interpretability through a System of Systems Approach. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Zhe Li, Honglong Chen, Zhichen Ni, Huajie Shao Balancing Privacy Protection and Interpretability in Federated Learning. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Hector Kohler, Riad Akrour, Philippe Preux Optimal Interpretability-Performance Trade-off of Classification Trees with Black-Box Reinforcement Learning. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu 0001 Prototype-Based Interpretability for Legal Citation Prediction. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Maximilian P. Niroomand, David J. Wales Physics-Inspired Interpretability Of Machine Learning Models. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Priyesh Vakharia, Devavrat Joshi, Meenal Chavan, Dhananjay Sonawane, Bhrigu Garg, Parsa Mazaheri, Ian Lane Don't Believe Everything You Read: Enhancing Summarization Interpretability through Automatic Identification of Hallucinations in Large Language Models. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Shivam Kumar Sharma, Suvadeep Maiti, S. Mythirayee, Srijithesh Rajendran, Bapi S. Raju Data-efficient Deep Learning Approach for Single-Channel EEG-Based Sleep Stage Classification with Model Interpretability. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Vedant Palit, Rohan Pandey, Aryaman Arora, Paul Pu Liang Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Mahbub Ul Alam 0001, Jaakko Hollmén, Jón Rúnar Baldvinsson, Rahim Rahmani SHAMSUL: Simultaneous Heatmap-Analysis to investigate Medical Significance Utilizing Local interpretability methods. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Andrea W. Wen-Yi, David Mimno Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Wenlong Liao, Fernando Porté-Agel, Jiannong Fang, Birgitte Bak-Jensen, Zhe Yang 0007, Gonghao Zhang Improving the Accuracy and Interpretability of Neural Networks for Wind Power Forecasting. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Yanran Wang, David Boyle 0001 Safe Reinforcement Learning as Wasserstein Variational Inference: Formal Methods for Interpretability. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Ola Ahmad, Nicolas Béreux, Vahid Hashemi, Freddy Lécué Causal Analysis for Robust Interpretability of Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Alessandro Wollek, Robert Graf, Sasa Cecatka, Nicola Fink, Theresa Willem, Bastian O. Sabel, Tobias Lasser Attention-based Saliency Maps Improve Interpretability of Pneumothorax Classification. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Valentina Corbetta, Regina Beets-Tan, Wilson Silva Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Xinliang Zhou, Dan Lin, Ziyu Jia, Jiaping Xiao, Chenyu Liu, Liming Zhai, Yang Liu 0003 An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Saarthak Kapse, Pushpak Pati, Srijan Das, Jingwei Zhang, Chao Chen 0012, Maria Vakalopoulou, Joel H. Saltz, Dimitris Samaras, Rajarsi R. Gupta, Prateek Prasanna SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Vincent Souveton, Arnaud Guillin, Jens Jasche, Guilhem Lavaux, Manon Michel Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Lu Yan, Zhuo Zhang 0002, Guanhong Tao 0001, Kaiyuan Zhang 0002, Xuan Chen, Guangyu Shen, Xiangyu Zhang 0001 ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Zhiqiang Zhong, Anastasia Barkova, Davide Mottin Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey from Precision to Interpretability. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Marion Neumeier, Andreas Tollkühn, Sebastian Dorn, Michael Botsch, Wolfgang Utschick Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Lennart Schneider, Bernd Bischl, Janek Thomas Multi-Objective Optimization of Performance and Interpretability of Tabular Supervised Machine Learning Models. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Zhidi Lin, Feng Yin Towards Flexibility and Interpretability of Gaussian Process State-Space Model. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Romy Müller, Marius Thoß, Julian Ullrich, Steffen Seitz 0004, Carsten Knoll Interpretability is in the eye of the beholder: Human versus artificial classification of image segments generated by humans versus XAI. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Arthur Conmy, Augustine N. Mavor-Parker, Aengus Lynch, Stefan Heimersheim, Adrià Garriga-Alonso Towards Automated Circuit Discovery for Mechanistic Interpretability. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Shuli Wang, Kun Gao, Lanfang Zhang, Yang Liu, Lei Chen Probabilistic Prediction of Longitudinal Trajectory Considering Driving Heterogeneity with Interpretability. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Delyan Boychev Interpretable Computer Vision Models through Adversarial Training: Unveiling the Robustness-Interpretability Connection. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Chiara Gallese The AI Act proposal: a new right to technical interpretability? Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Zhenxiao Cheng, Jie Zhou 0015, Wen Wu 0006, Qin Chen, Liang He 0001 Tell Model Where to Attend: Improving Interpretability of Aspect-Based Sentiment Classification via Small Explanation Annotations. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Lei Gao 0001, Ling Guan Interpretability of Machine Learning: Recent Advances and Future Prospects. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Rezaul Karim, Richard P. Wildes Understanding Video Transformers for Segmentation: A Survey of Application and Interpretability. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Jason Wang, Ryan Rezai "Pick-and-Pass" as a Hat-Trick Class for First-Principle Memory, Generalizability, and Interpretability Benchmarks. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Karel D'Oosterlinck, Thomas Demeester, Chris Develder, Christopher Potts Flexible Model Interpretability through Natural Language Model Editing. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Benjamin Leblanc, Pascal Germain Interpretability in Machine Learning: on the Interplay with Explainability, Predictive Performances and Models. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Charles Godfrey, Elise Bishoff, Myles Mckay, Eleanor Byler Impact of architecture on robustness and interpretability of multispectral deep neural networks. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Alex Tamkin, Mohammad Taufeeque, Noah D. Goodman Codebook Features: Sparse and Discrete Interpretability for Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Hector Kohler, Riad Akrour, Philippe Preux Discovering the Interpretability-Performance Pareto Front of Decision Trees with Dynamic Programming. Search on Bibsonomy CoRR The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Mahdi Jafari Siavoshani, Amirhossein Khajehpour, Amirmohammad Ziaei, Amir Ali Gatmiri, Ali Taheri Machine learning interpretability meets TLS fingerprinting. Search on Bibsonomy Soft Comput. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Andreas Madsen, Siva Reddy, Sarath Chandar Post-hoc Interpretability for Neural NLP: A Survey. Search on Bibsonomy ACM Comput. Surv. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Alvaro Fernandez-Quilez Deep learning in radiology: ethics of data and on the value of algorithm transparency, interpretability and explainability. Search on Bibsonomy AI Ethics The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Peng Han, Wei He 0008, You Cao, YingMei Li, Quanqi Mu, YuHe Wang Lithium-ion battery health assessment method based on belief rule base with interpretability. Search on Bibsonomy Appl. Soft Comput. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Junyuan Feng, Jincheng Liang, Zihan Qiang, Yuexing Hao, Xia Li 0008, Li Li, Qinqun Chen, Guiqing Liu, Hang Wei A hybrid stacked ensemble and Kernel SHAP-based model for intelligent cardiotocography classification and interpretability. Search on Bibsonomy BMC Medical Informatics Decis. Mak. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Moritz Böhle, Mario Fritz, Bernt Schiele Optimising for Interpretability: Convolutional Dynamic Alignment Networks. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Kevin P. Nguyen, Alex H. Treacher, Albert Montillo Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models Improve Interpretability, Performance, and Generalization on Clustered (non-iid) Data. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Jan-Peter Kucklick, Oliver Müller 0001 Tackling the Accuracy-Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal. Search on Bibsonomy ACM Trans. Manag. Inf. Syst. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Dan W. Joyce, Andrey Kormilitzin, Katharine A. Smith, Andrea Cipriani Explainable artificial intelligence for mental health through transparency and interpretability for understandability. Search on Bibsonomy npj Digit. Medicine The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Yunqing Liu, Jinlei Liu, Chengjin Qin, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu 0001 A deep learning-based acute coronary syndrome-related disease classification method: a cohort study for network interpretability and transfer learning. Search on Bibsonomy Appl. Intell. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas Truthful meta-explanations for local interpretability of machine learning models. Search on Bibsonomy Appl. Intell. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Xiaochun Lin, Shitao Yin Lithology identification based on interpretability integration learning. Search on Bibsonomy Earth Sci. Informatics The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Gonzalo Nápoles, Nevena Rankovic, Yamisleydi Salgueiro On the interpretability of Fuzzy Cognitive Maps. Search on Bibsonomy Knowl. Based Syst. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza 0001, Cristiano Premebida Survey on Deep Fuzzy Systems in Regression Applications: A View on Interpretability. Search on Bibsonomy Int. J. Fuzzy Syst. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Jinyu Tong, Cang Liu, Jinde Zheng, Haiyang Pan Multi-sensor information fusion and coordinate attention-based fault diagnosis method and its interpretability research. Search on Bibsonomy Eng. Appl. Artif. Intell. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Emanuele Marconato, Andrea Passerini, Stefano Teso Interpretability Is in the Mind of the Beholder: A Causal Framework for Human-Interpretable Representation Learning. Search on Bibsonomy Entropy The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Hongzhaoning Kang, Gang Liu 0006, Quan Wang 0006, Qi Zhang, Jiamin Niu, Nan Luo An improved minimal noise role mining algorithm based on role interpretability. Search on Bibsonomy Comput. Secur. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Guanyi Chen, Fahime Same, Kees van Deemter Neural referential form selection: Generalisability and interpretability. Search on Bibsonomy Comput. Speech Lang. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, David Augusto Cárdenas-Peña, Germán Albeiro Castaño Duque, César Germán Castellanos-Domínguez Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity. Search on Bibsonomy Sensors The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Ibrahim Mohammad Alreshidi, Desmond Bala Bisandu, Irene Moulitsas Illuminating the Neural Landscape of Pilot Mental States: A Convolutional Neural Network Approach with Shapley Additive Explanations Interpretability. Search on Bibsonomy Sensors The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13David M. Berry Tracing "Toxicity" Through Code: Towards a Method of Explainability and Interpretability in Software. Search on Bibsonomy Digit. Humanit. Q. The full citation details ... 2023 DBLP  BibTeX  RDF
13Chi Xie, Jia-Le Zhang, You Zhu, Beibei Xiong, Gang-Jin Wang How to improve the success of bank telemarketing? Prediction and interpretability analysis based on machine learning. Search on Bibsonomy Comput. Ind. Eng. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Ahsan Habib 0003, Chandan K. Karmakar, John Yearwood Interpretability and Optimisation of Convolutional Neural Networks Based on Sinc-Convolution. Search on Bibsonomy IEEE J. Biomed. Health Informatics The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Colleen E. Charlton, Michael Tin Chung Poon, Paul M. Brennan, Jacques D. Fleuriot Development of prediction models for one-year brain tumour survival using machine learning: a comparison of accuracy and interpretability. Search on Bibsonomy Comput. Methods Programs Biomed. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Jinwei Xing, Takashi Nagata, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar Achieving efficient interpretability of reinforcement learning via policy distillation and selective input gradient regularization. Search on Bibsonomy Neural Networks The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Edwin Lughofer, Mahardhika Pratama Evolving multi-user fuzzy classifier system with advanced explainability and interpretability aspects. Search on Bibsonomy Inf. Fusion The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Ettore Mariotti, Jose Maria Alonso-Moral, Albert Gatt Exploring the balance between interpretability and performance with carefully designed constrainable Neural Additive Models. Search on Bibsonomy Inf. Fusion The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Luka Mikec Complexity of the interpretability logics ILW and ILP. Search on Bibsonomy Log. J. IGPL The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Stefano Triberti, Davide La Torre, Giuseppe Riva 0001 The Artificial Face (ART-F) Project: Addressing the Problem of Interpretability, Interface, and Trust in Artificial Intelligence. Search on Bibsonomy Cyberpsychology Behav. Soc. Netw. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Davide Piras, Hiranya V. Peiris, Andrew Pontzen, Luisa Lucie-Smith, Ningyuan Guo, Brian Nord A robust estimator of mutual information for deep learning interpretability. Search on Bibsonomy Mach. Learn. Sci. Technol. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Ayush Khot, Mark S. Neubauer, Avik Roy A detailed study of interpretability of deep neural network based top taggers. Search on Bibsonomy Mach. Learn. Sci. Technol. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Saihui Hou, Xu Liu 0008, Chunshui Cao, Yongzhen Huang Gait Quality Aware Network: Toward the Interpretability of Silhouette-Based Gait Recognition. Search on Bibsonomy IEEE Trans. Neural Networks Learn. Syst. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Sulin Wang, Chengqiang Zhao, Lingling Huang, Yuanwei Li, Ruochen Li Current status, application, and challenges of the interpretability of generative adversarial network models. Search on Bibsonomy Comput. Intell. The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Ayush Somani, Alexander Horsch, Dilip K. Prasad Interpretability in Deep Learning Search on Bibsonomy 2023   DOI  RDF
13Qihan Huang, Mengqi Xue, Wenqi Huang, Haofei Zhang, Jie Song 0011, Yongcheng Jing, Mingli Song Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks. Search on Bibsonomy ICCV The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Wei Huang 0035, Xingyu Zhao 0001, Gaojie Jin, Xiaowei Huang 0001 SAFARI: Versatile and Efficient Evaluations for Robustness of Interpretability. Search on Bibsonomy ICCV The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Kanishk Verma, Kolawole Adebayo, Joachim Wagner 0001, Brian Davis 0001 DCU at SemEval-2023 Task 10: A Comparative Analysis of Encoder-only and Decoder-only Language Models with Insights into Interpretability. Search on Bibsonomy SemEval@ACL The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Ambreen Hanif, Amin Beheshti, Boualem Benatallah, Xuyun Zhang, Habiba, EuJin Foo, Nasrin Shabani, Maryam Shahabikargar A Comprehensive Survey of Explainable Artificial Intelligence (XAI) Methods: Exploring Transparency and Interpretability. Search on Bibsonomy WISE The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Tulika Saha, Debasis Ganguly, Sriparna Saha 0001, Prasenjit Mitra Workshop On Large Language Models' Interpretability and Trustworthiness (LLMIT). Search on Bibsonomy CIKM The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Kislay Raj A Neuro-symbolic Approach to Enhance Interpretability of Graph Neural Network through the Integration of External Knowledge. Search on Bibsonomy CIKM The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Mingqian Lin, Lin Shang 0001, Xiaoying Gao Enhancing Interpretability in AI-Generated Image Detection with Genetic Programming. Search on Bibsonomy ICDM (Workshops) The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Liu Yuan, Yashen Wang, Tianzhu Chen, Xuecheng Zhang, Chenyu Liu, Yi Zhang A Novel Concept-Driven Negative Sampling Mechanism for Enhancing Semanticity and Interpretability of Knowledge Graph Completion Task. Search on Bibsonomy DSC The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Marion Neumeier, Andreas Tollkühn, Sebastian Dorn, Michael Botsch, Wolfgang Utschick Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications. Search on Bibsonomy IV The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Lei Yang, Zhipeng Liu, Ruichen Zhang, Haiyu Shen, Yijing Tan, Jian Zhang 0048, Chao Liu 0058, Fangfang Zhou, Ying Zhao 0001 Using SHAP to Measure Interpretability of Neuronal Feature Visualization. Search on Bibsonomy VINCI The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Dimitrios Akrivousis, Nikolaos Mylonas, Ioannis Mollas, Grigorios Tsoumakas Text classification is keyphrase explainable! Exploring local interpretability of transformer models with keyphrase extraction. Search on Bibsonomy DSAA The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Arijit Khan 0001, Ehsan Bonabi Mobaraki Interpretability Methods for Graph Neural Networks. Search on Bibsonomy DSAA The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Jing Wang 0060, Xiaojun Ning 0001, Wangjun Shi, Youfang Lin A Bayesian Graph Neural Network for EEG Classification - A Win-Win on Performance and Interpretability. Search on Bibsonomy ICDE The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
13Valentina Corbetta, Regina Beets-Tan, Wilson Silva Interpretability-Guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data. Search on Bibsonomy MLMI@MICCAI (1) The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
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