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Venues (Conferences, Journals, ...)
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GrowBag graphs for keyword ? (Num. hits/coverage)
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The graphs summarize 258 occurrences of 169 keywords
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Results
Found 2090 publication records. Showing 2090 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
13 | Yoshinari Motokawa, Toshiharu Sugawara |
Interpretability for Conditional Coordinated Behavior in Multi-Agent Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.10375, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Emanuele Marconato, Andrea Passerini, Stefano Teso |
Interpretability is in the Mind of the Beholder: A Causal Framework for Human-interpretable Representation Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2309.07742, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag |
Harmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.02150, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Gianluigi Lopardo, Frédéric Precioso, Damien Garreau |
Faithful and Robust Local Interpretability for Textual Predictions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.01605, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Matthew Choi, Muhammad Adil Asif, John Willes, David Emerson |
FlexModel: A Framework for Interpretability of Distributed Large Language Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.03140, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Omid Davoodi, Shayan Mohammadizadehsamakosh, Majid Komeili |
On the Interpretability of Part-Prototype Based Classifiers: A Human Centric Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.06966, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Evan Crothers, Herna L. Viktor, Nathalie Japkowicz |
Faithful to Whom? Questioning Interpretability Measures in NLP. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.06795, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Uma Sushmitha Gunturi, Xiaohan Ding, Eugenia H. Rho |
ToxVis: Enabling Interpretability of Implicit vs. Explicit Toxicity Detection Models with Interactive Visualization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.09402, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Shunsuke Kitada |
Improving Prediction Performance and Model Interpretability through Attention Mechanisms from Basic and Applied Research Perspectives. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.14116, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Jiawen Chen, Wancen Mu, Yun Li, Didong Li |
On the Identifiability and Interpretability of Gaussian Process Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.17023, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal |
Inseq: An Interpretability Toolkit for Sequence Generation Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.13942, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Zhengxuan Wu, Atticus Geiger, Christopher Potts, Noah D. Goodman |
Interpretability at Scale: Identifying Causal Mechanisms in Alpaca. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.08809, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Md. Manjurul Ahsan |
Divorce Prediction with Machine Learning: Insights and LIME Interpretability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.08620, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Habib Boloorchi Tabrizi, Christopher Crick |
Brain-Inspired Visual Odometry: Balancing Speed and Interpretability through a System of Systems Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.13162, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Zhe Li, Honglong Chen, Zhichen Ni, Huajie Shao |
Balancing Privacy Protection and Interpretability in Federated Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.08044, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Hector Kohler, Riad Akrour, Philippe Preux |
Optimal Interpretability-Performance Trade-off of Classification Trees with Black-Box Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.05839, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu 0001 |
Prototype-Based Interpretability for Legal Citation Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.16490, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Maximilian P. Niroomand, David J. Wales |
Physics-Inspired Interpretability Of Machine Learning Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.02381, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Priyesh 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](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.14346, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Shivam 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](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2309.07156, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Vedant Palit, Rohan Pandey, Aryaman Arora, Paul Pu Liang |
Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.14179, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Mahbub 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](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.08003, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Andrea W. Wen-Yi, David Mimno |
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.18034, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Koorosh 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](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.07286, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Wenlong 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](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.15741, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Yanran Wang, David Boyle 0001 |
Safe Reinforcement Learning as Wasserstein Variational Inference: Formal Methods for Interpretability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.07084, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Ola Ahmad, Nicolas Béreux, Vahid Hashemi, Freddy Lécué |
Causal Analysis for Robust Interpretability of Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.08950, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Alessandro 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](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.01871, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Valentina Corbetta, Regina Beets-Tan, Wilson Silva |
Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.15881, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Xinliang 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](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.14920, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Saarthak 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](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.15010, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Vincent Souveton, Arnaud Guillin, Jens Jasche, Guilhem Lavaux, Manon Michel |
Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.01955, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Lu 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](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.02122, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Zhiqiang Zhong, Anastasia Barkova, Davide Mottin |
Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey from Precision to Interpretability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.08261, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Marion 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](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.16196, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Lennart Schneider, Bernd Bischl, Janek Thomas |
Multi-Objective Optimization of Performance and Interpretability of Tabular Supervised Machine Learning Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.08175, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Zhidi Lin, Feng Yin |
Towards Flexibility and Interpretability of Gaussian Process State-Space Model. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2301.08843, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Romy 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](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.12481, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Arthur Conmy, Augustine N. Mavor-Parker, Aengus Lynch, Stefan Heimersheim, Adrià Garriga-Alonso |
Towards Automated Circuit Discovery for Mechanistic Interpretability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.14997, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Shuli Wang, Kun Gao, Lanfang Zhang, Yang Liu, Lei Chen |
Probabilistic Prediction of Longitudinal Trajectory Considering Driving Heterogeneity with Interpretability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.12123, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Delyan Boychev |
Interpretable Computer Vision Models through Adversarial Training: Unveiling the Robustness-Interpretability Connection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.02500, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Chiara Gallese |
The AI Act proposal: a new right to technical interpretability? ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.17558, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Zhenxiao 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](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.10479, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Lei Gao 0001, Ling Guan |
Interpretability of Machine Learning: Recent Advances and Future Prospects. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.00537, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Rezaul Karim, Richard P. Wildes |
Understanding Video Transformers for Segmentation: A Survey of Application and Interpretability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.12296, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Jason Wang, Ryan Rezai |
"Pick-and-Pass" as a Hat-Trick Class for First-Principle Memory, Generalizability, and Interpretability Benchmarks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.20654, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Karel D'Oosterlinck, Thomas Demeester, Chris Develder, Christopher Potts |
Flexible Model Interpretability through Natural Language Model Editing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.10905, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Benjamin Leblanc, Pascal Germain |
Interpretability in Machine Learning: on the Interplay with Explainability, Predictive Performances and Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.11491, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Charles Godfrey, Elise Bishoff, Myles Mckay, Eleanor Byler |
Impact of architecture on robustness and interpretability of multispectral deep neural networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2309.12463, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Alex Tamkin, Mohammad Taufeeque, Noah D. Goodman |
Codebook Features: Sparse and Discrete Interpretability for Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.17230, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi |
A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.18746, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Hector Kohler, Riad Akrour, Philippe Preux |
Discovering the Interpretability-Performance Pareto Front of Decision Trees with Dynamic Programming. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2309.12701, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Mahdi Jafari Siavoshani, Amirhossein Khajehpour, Amirmohammad Ziaei, Amir Ali Gatmiri, Ali Taheri |
Machine learning interpretability meets TLS fingerprinting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Soft Comput. ![In: Soft Comput. 27(11), pp. 7191-7208, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Andreas Madsen, Siva Reddy, Sarath Chandar |
Post-hoc Interpretability for Neural NLP: A Survey. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACM Comput. Surv. ![In: ACM Comput. Surv. 55(8), pp. 155:1-155:42, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Alvaro Fernandez-Quilez |
Deep learning in radiology: ethics of data and on the value of algorithm transparency, interpretability and explainability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AI Ethics ![In: AI Ethics 3(1), pp. 257-265, February 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Peng 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](Pics/bibsonomy.png) |
Appl. Soft Comput. ![In: Appl. Soft Comput. 138, pp. 110160, May 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Junyuan 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](Pics/bibsonomy.png) |
BMC Medical Informatics Decis. Mak. ![In: BMC Medical Informatics Decis. Mak. 23(1), pp. 273, December 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Moritz Böhle, Mario Fritz, Bernt Schiele |
Optimising for Interpretability: Convolutional Dynamic Alignment Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 45(6), pp. 7625-7638, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Kevin 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](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 45(7), pp. 8081-8093, July 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Jan-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](Pics/bibsonomy.png) |
ACM Trans. Manag. Inf. Syst. ![In: ACM Trans. Manag. Inf. Syst. 14(1), pp. 6:1-6:24, March 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Dan W. Joyce, Andrey Kormilitzin, Katharine A. Smith, Andrea Cipriani |
Explainable artificial intelligence for mental health through transparency and interpretability for understandability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
npj Digit. Medicine ![In: npj Digit. Medicine 6, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Yunqing 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](Pics/bibsonomy.png) |
Appl. Intell. ![In: Appl. Intell. 53(21), pp. 25562-25580, November 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas |
Truthful meta-explanations for local interpretability of machine learning models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Intell. ![In: Appl. Intell. 53(22), pp. 26927-26948, November 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
13 | Xiaochun Lin, Shitao Yin |
Lithology identification based on interpretability integration learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Earth Sci. Informatics ![In: Earth Sci. Informatics 16(3), pp. 2211-2222, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Gonzalo Nápoles, Nevena Rankovic, Yamisleydi Salgueiro |
On the interpretability of Fuzzy Cognitive Maps. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Knowl. Based Syst. ![In: Knowl. Based Syst. 281, pp. 111078, December 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Jorge 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](Pics/bibsonomy.png) |
Int. J. Fuzzy Syst. ![In: Int. J. Fuzzy Syst. 25(7), pp. 2568-2589, October 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Jinyu 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](Pics/bibsonomy.png) |
Eng. Appl. Artif. Intell. ![In: Eng. Appl. Artif. Intell. 124, pp. 106614, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Emanuele Marconato, Andrea Passerini, Stefano Teso |
Interpretability Is in the Mind of the Beholder: A Causal Framework for Human-Interpretable Representation Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Entropy ![In: Entropy 25(12), pp. 1574, December 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Hongzhaoning 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](Pics/bibsonomy.png) |
Comput. Secur. ![In: Comput. Secur. 127, pp. 103100, April 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Guanyi Chen, Fahime Same, Kees van Deemter |
Neural referential form selection: Generalisability and interpretability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Speech Lang. ![In: Comput. Speech Lang. 79, pp. 101466, April 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Diego 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](Pics/bibsonomy.png) |
Sensors ![In: Sensors 23(5), pp. 2750, March 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Ibrahim 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](Pics/bibsonomy.png) |
Sensors ![In: Sensors 23(22), pp. 9052, November 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | David M. Berry |
Tracing "Toxicity" Through Code: Towards a Method of Explainability and Interpretability in Software. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Digit. Humanit. Q. ![In: Digit. Humanit. Q. 17(2), 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Chi 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](Pics/bibsonomy.png) |
Comput. Ind. Eng. ![In: Comput. Ind. Eng. 175, pp. 108874, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Ahsan Habib 0003, Chandan K. Karmakar, John Yearwood |
Interpretability and Optimisation of Convolutional Neural Networks Based on Sinc-Convolution. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE J. Biomed. Health Informatics ![In: IEEE J. Biomed. Health Informatics 27(4), pp. 1758-1769, April 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Colleen 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](Pics/bibsonomy.png) |
Comput. Methods Programs Biomed. ![In: Comput. Methods Programs Biomed. 233, pp. 107482, May 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Jinwei 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](Pics/bibsonomy.png) |
Neural Networks ![In: Neural Networks 161, pp. 228-241, April 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Edwin Lughofer, Mahardhika Pratama |
Evolving multi-user fuzzy classifier system with advanced explainability and interpretability aspects. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Fusion ![In: Inf. Fusion 91, pp. 458-476, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Ettore Mariotti, Jose Maria Alonso-Moral, Albert Gatt |
Exploring the balance between interpretability and performance with carefully designed constrainable Neural Additive Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Fusion ![In: Inf. Fusion 99, pp. 101882, November 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Luka Mikec |
Complexity of the interpretability logics ILW and ILP. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Log. J. IGPL ![In: Log. J. IGPL 31(1), pp. 194-213, January 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Stefano 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](Pics/bibsonomy.png) |
Cyberpsychology Behav. Soc. Netw. ![In: Cyberpsychology Behav. Soc. Netw. 26(4), pp. 318-320, April 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Davide 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](Pics/bibsonomy.png) |
Mach. Learn. Sci. Technol. ![In: Mach. Learn. Sci. Technol. 4(2), pp. 25006, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Ayush Khot, Mark S. Neubauer, Avik Roy |
A detailed study of interpretability of deep neural network based top taggers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Mach. Learn. Sci. Technol. ![In: Mach. Learn. Sci. Technol. 4(3), pp. 35003, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Saihui Hou, Xu Liu 0008, Chunshui Cao, Yongzhen Huang |
Gait Quality Aware Network: Toward the Interpretability of Silhouette-Based Gait Recognition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Neural Networks Learn. Syst. ![In: IEEE Trans. Neural Networks Learn. Syst. 34(11), pp. 8978-8988, November 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Sulin 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](Pics/bibsonomy.png) |
Comput. Intell. ![In: Comput. Intell. 39(2), pp. 283-314, April 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Ayush Somani, Alexander Horsch, Dilip K. Prasad |
Interpretability in Deep Learning ![Search on Bibsonomy](Pics/bibsonomy.png) |
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2023 |
DOI RDF |
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13 | Qihan 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](Pics/bibsonomy.png) |
ICCV ![In: IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, pp. 2011-2020, 2023, IEEE, 979-8-3503-0718-4. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Wei Huang 0035, Xingyu Zhao 0001, Gaojie Jin, Xiaowei Huang 0001 |
SAFARI: Versatile and Efficient Evaluations for Robustness of Interpretability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICCV ![In: IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, pp. 1988-1998, 2023, IEEE, 979-8-3503-0718-4. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Kanishk 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](Pics/bibsonomy.png) |
SemEval@ACL ![In: Proceedings of the The 17th International Workshop on Semantic Evaluation, SemEval@ACL 2023, Toronto, Canada, 13-14 July 2023., pp. 1736-1750, 2023, Association for Computational Linguistics. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Ambreen 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](Pics/bibsonomy.png) |
WISE ![In: Web Information Systems Engineering - WISE 2023 - 24th International Conference, Melbourne, VIC, Australia, October 25-27, 2023, Proceedings, pp. 915-925, 2023, Springer, 978-981-99-7253-1. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Tulika Saha, Debasis Ganguly, Sriparna Saha 0001, Prasenjit Mitra |
Workshop On Large Language Models' Interpretability and Trustworthiness (LLMIT). ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIKM ![In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, pp. 5290-5293, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Kislay Raj |
A Neuro-symbolic Approach to Enhance Interpretability of Graph Neural Network through the Integration of External Knowledge. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIKM ![In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, pp. 5177-5180, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Mingqian Lin, Lin Shang 0001, Xiaoying Gao |
Enhancing Interpretability in AI-Generated Image Detection with Genetic Programming. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDM (Workshops) ![In: IEEE International Conference on Data Mining, ICDM 2023 - Workshops, Shanghai, China, December 4, 2023, pp. 371-378, 2023, IEEE, 979-8-3503-8164-1. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Liu 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](Pics/bibsonomy.png) |
DSC ![In: 8th International Conference on Data Science in Cyberspace, DSC 2023, Hefei, China, August 18-20, 2023, pp. 277-284, 2023, IEEE, 979-8-3503-3103-5. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Marion 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](Pics/bibsonomy.png) |
IV ![In: IEEE Intelligent Vehicles Symposium, IV 2023, Anchorage, AK, USA, June 4-7, 2023, pp. 1-8, 2023, IEEE, 979-8-3503-4691-6. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Lei 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](Pics/bibsonomy.png) |
VINCI ![In: Proceedings of the 16th International Symposium on Visual Information Communication and Interaction, VINCI 2023, Guangzhou, China, September 22-24, 2023, pp. 30:1-30:3, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Dimitrios Akrivousis, Nikolaos Mylonas, Ioannis Mollas, Grigorios Tsoumakas |
Text classification is keyphrase explainable! Exploring local interpretability of transformer models with keyphrase extraction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DSAA ![In: 10th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2023, Thessaloniki, Greece, October 9-13, 2023, pp. 1-9, 2023, IEEE, 979-8-3503-4503-2. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Arijit Khan 0001, Ehsan Bonabi Mobaraki |
Interpretability Methods for Graph Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DSAA ![In: 10th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2023, Thessaloniki, Greece, October 9-13, 2023, pp. 1-4, 2023, IEEE, 979-8-3503-4503-2. The full citation details ...](Pics/full.jpeg) |
2023 |
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13 | Jing 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](Pics/bibsonomy.png) |
ICDE ![In: 39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023, pp. 2126-2139, 2023, IEEE, 979-8-3503-2227-9. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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13 | Valentina Corbetta, Regina Beets-Tan, Wilson Silva |
Interpretability-Guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLMI@MICCAI (1) ![In: Machine Learning in Medical Imaging - 14th International Workshop, MLMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings, Part I, pp. 330-340, 2023, Springer, 978-3-031-45672-5. The full citation details ...](Pics/full.jpeg) |
2023 |
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