Deep Learning: A Critical Appraisal

2 January 2018

Papers citing "Deep Learning: A Critical Appraisal"

50 / 109 papers shown

Title
Combining Abstract Argumentation and Machine Learning for Efficiently Analyzing Low-Level Process Event Streams Bettina Fazzinga Sergio Flesca F. Furfaro Luigi Pontieri Francesco Scala 24 0 0 09 May 2025
Adaptive Token Boundaries: Integrating Human Chunking Mechanisms into Multimodal LLMs Dongxing Yu 31 0 0 03 May 2025
Limits of trust in medical AI Joshua Hatherley 45 131 0 20 Mar 2025
On Space Folds of ReLU Neural Networks Michal Lewandowski Hamid Eghbalzadeh Bernhard Heinzl Raphael Pisoni Bernhard A.Moser MLT 81 1 0 17 Feb 2025
Vision-Integrated LLMs for Autonomous Driving Assistance : Human Performance Comparison and Trust Evaluation Namhee Kim Woojin Park 46 0 0 06 Feb 2025
Strassen Attention: Unlocking Compositional Abilities in Transformers Based on a New Lower Bound Method Alexander Kozachinskiy Felipe Urrutia Hector Jimenez Tomasz Steifer Germán Pizarro Matías Fuentes Francisco Meza Cristian Buc Cristóbal Rojas 49 1 0 31 Jan 2025
Common Sense Is All You Need Hugo Latapie 39 0 0 11 Jan 2025
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction Melkamu Mersha Khang Lam Joseph Wood Ali AlShami Jugal Kalita XAI AI4TS 67 28 0 30 Aug 2024
A Moonshot for AI Oracles in the Sciences Bryan Kaiser Tailin Wu Maike Sonnewald Colin Thackray Skylar Callis AI4CE 51 0 0 25 Jun 2024
Program Synthesis using Inductive Logic Programming for the Abstraction and Reasoning Corpus Filipe Marinho Rocha Ines Dutra Vítor Santos Costa LRM 40 2 0 10 May 2024
Fundamental Limits of Deep Learning-Based Binary Classifiers Trained with Hinge Loss T. Getu Georges Kaddoum M. Bennis 40 1 0 13 Sep 2023
Modeling Inverse Demand Function with Explainable Dual Neural Networks Zhiyu Cao Zihan Chen P. Mishra Hamed Amini Zachary Feinstein 27 2 0 26 Jul 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text Zhun Yang Adam Ishay Joohyung Lee LRM ELM 33 51 0 15 Jul 2023
Are Deep Neural Networks Adequate Behavioural Models of Human Visual Perception? Felix Wichmann Robert Geirhos 32 25 0 26 May 2023
A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making Carlos Núnez-Molina Pablo Mesejo Juan Fernández-Olivares 30 3 0 20 Apr 2023
Neuro-Symbolic Execution of Generic Source Code Yaojie Hu Jin Tian NAI 27 0 0 23 Mar 2023
Q-Cogni: An Integrated Causal Reinforcement Learning Framework C. Cunha Wei Liu T. French Ajmal Saeed Mian 18 1 0 26 Feb 2023
Extensions to Generalized Annotated Logic and an Equivalent Neural Architecture Paulo Shakarian Gerardo I. Simari NAI 37 4 0 23 Feb 2023
Cluster Purging: Efficient Outlier Detection based on Rate-Distortion Theory M. Toller Bernhard C. Geiger Roman Kern 14 3 0 22 Feb 2023
Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey from Precision to Interpretability Zhiqiang Zhong A. Barkova Davide Mottin 24 8 0 16 Feb 2023
Learning Optimal Features via Partial Invariance Moulik Choraria Ibtihal Ferwana Ankur Mani L. Varshney OOD 26 2 0 28 Jan 2023
Conformal inference is (almost) free for neural networks trained with early stopping Zi-Chen Liang Yan Zhou Matteo Sesia BDL 18 10 0 27 Jan 2023
Inaccessible Neural Language Models Could Reinvigorate Linguistic Nativism Patrick Perrine 27 0 0 12 Jan 2023
Interpretable ML for Imbalanced Data Damien Dablain C. Bellinger Bartosz Krawczyk D. Aha Nitesh V. Chawla 24 1 0 15 Dec 2022
Knowledge-augmented Deep Learning and Its Applications: A Survey Zijun Cui Tian Gao Kartik Talamadupula Qiang Ji 27 18 0 30 Nov 2022
Multimorbidity Content-Based Medical Image Retrieval Using Proxies Yu Xing Benjamin J. Meyer Mehrtash Harandi Tom Drummond Z. Ge 27 0 0 22 Nov 2022
Bridging the visual gap in VLN via semantically richer instructions Joaquín Ossandón Benjamín Earle Alvaro Soto 35 0 0 27 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 114 93 0 06 Oct 2022
ChemAlgebra: Algebraic Reasoning on Chemical Reactions Andrea Valenti D. Bacciu Antonio Vergari OOD LRM 32 0 0 05 Oct 2022
Neural-Symbolic Recursive Machine for Systematic Generalization Qing Li Yixin Zhu Yitao Liang Ying Nian Wu Song-Chun Zhu Siyuan Huang NAI 38 9 0 04 Oct 2022
Argumentative Reward Learning: Reasoning About Human Preferences Francis Rhys Ward Francesco Belardinelli Francesca Toni HAI 89 2 0 28 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 27 6 0 03 Sep 2022
Quality Diversity Evolutionary Learning of Decision Trees Andrea Ferigo Leonardo Lucio Custode Giovanni Iacca 26 12 0 17 Aug 2022
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection O. Ghorbanzadeh Yonghao Xu Pedram Ghamis Michael K Kopp David P. Kreil 42 93 0 01 Jun 2022
Incorporating Prior Knowledge into Neural Networks through an Implicit Composite Kernel Ziyang Jiang Tongshu Zheng Yiling Liu David Carlson 30 4 0 15 May 2022
State-of-the-art in Open-domain Conversational AI: A Survey Tosin P. Adewumi F. Liwicki Marcus Liwicki 29 15 0 02 May 2022
Can Information Behaviour Inform Machine Learning? M. Ridley AI4CE 18 0 0 01 May 2022
Towards Domain Generalization in Object Detection Xingxuan Zhang Zekai Xu Renzhe Xu Jiashuo Liu Peng Cui Weitao Wan Chong Sun Chen Li ObjD OOD 26 21 0 27 Mar 2022
From Concept Drift to Model Degradation: An Overview on Performance-Aware Drift Detectors Firas Bayram Bestoun S. Ahmed A. Kassler 20 207 0 21 Mar 2022
Symmetry-Based Representations for Artificial and Biological General Intelligence I. Higgins S. Racanière Danilo Jimenez Rezende AI4CE 29 44 0 17 Mar 2022
Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review Kyle Hamilton Aparna Nayak Bojan Bozic Luca Longo NAI 29 57 0 24 Feb 2022
Neural Network based Successor Representations of Space and Language Paul Stoewer Christian Schlieker A. Schilling C. Metzner Andreas K. Maier P. Krauss 8 18 0 22 Feb 2022
Do Transformers know symbolic rules, and would we know if they did? Tommi Gröndahl Yu-Wen Guo Nirmal Asokan 25 0 0 19 Feb 2022
Knowledge Engineering in the Long Game of Artificial Intelligence: The Case of Speech Acts M. McShane Jesse English S. Nirenburg 20 2 0 02 Feb 2022
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset Frauke Wilm Marco Fragoso Christian Marzahl Jingna Qiu C. Puget ... C. Bertram R. Klopfleisch Andreas Maier Katharina Breininger Marc Aubreville MedIm 24 16 0 27 Jan 2022
Sentiment Analysis with Deep Learning Models: A Comparative Study on a Decade of Sinhala Language Facebook Data Gihan Weeraprameshwara Vihanga Jayawickrama Nisansa de Silva Yudhanjaya Wijeratne 32 6 0 11 Jan 2022
Sequential memory improves sample and memory efficiency in Episodic Control Ismael T. Freire A. F. Amil P. Verschure OffRL 11 3 0 29 Dec 2021
Neuro-Symbolic Hierarchical Rule Induction Claire Glanois Xuening Feng Zhaohui Jiang Paul Weng Matthieu Zimmer Dong Li Wulong Liu NAI 36 23 0 26 Dec 2021
Balancing Fairness and Robustness via Partial Invariance Moulik Choraria Ibtihal Ferwana Ankur Mani L. Varshney OOD 33 1 0 17 Dec 2021
Logical Boltzmann Machines Son N. Tran Artur Garcez 27 3 0 10 Dec 2021