Search results for "Generalisation"

Hits ?▲	Authors	Title	Venue	Year	Link
16	Pedro Henrique Luz de Araujo, Benjamin Roth 0001	Cross-functional Analysis of Generalisation in Behavioural Learning.	CoRR	2023	DBLP DOI BibTeX RDF
16	Richard Pates	A Generalisation of the Secant Criterion.	CoRR	2023	DBLP DOI BibTeX RDF
16	Rehan Ahmad, Md Asif Jalal, Muhammad Umar Farooq, Anna Ollerenshaw, Thomas Hain	Towards domain generalisation in ASR with elitist sampling and ensemble knowledge distillation.	CoRR	2023	DBLP DOI BibTeX RDF
16	Paul Viallard, Maxime Haddouche, Umut Simsekli, Benjamin Guedj	Learning via Wasserstein-Based High Probability Generalisation Bounds.	CoRR	2023	DBLP DOI BibTeX RDF
16	Hamza Riaz, Alan F. Smeaton	Vision Based Machine Learning Algorithms for Out-of-Distribution Generalisation.	CoRR	2023	DBLP DOI BibTeX RDF
16	Daniel Kreuter, Samuel Tull, Julian D. Gilbey, Jacobus Preller, BloodCounts Consortium, John A. D. Aston, James H. F. Rudd, Suthesh Sivapalaratnam, Carola-Bibiane Schönlieb, Nicholas S. Gleadall, Michael Roberts	Dis-AE: Multi-domain & Multi-task Generalisation on Real-World Clinical Data.	CoRR	2023	DBLP DOI BibTeX RDF
16	Max Weltevrede, Matthijs T. J. Spaan, Wendelin Böhmer	The Role of Diverse Replay for Generalisation in Reinforcement Learning.	CoRR	2023	DBLP DOI BibTeX RDF
16	Rayna Andreeva, Katharina Limbeck, Bastian Rieck, Rik Sarkar	Metric Space Magnitude and Generalisation in Neural Networks.	CoRR	2023	DBLP DOI BibTeX RDF
16	Guoqiang Zhang	On Suppressing Range of Adaptive Stepsizes of Adam to Improve Generalisation Performance.	CoRR	2023	DBLP DOI BibTeX RDF
16	Matthew A. Nethercote, Anastasia V. Kisil, Raphael Assier	Diffraction of acoustic waves by multiple semi-infinite arrays: a generalisation of the point scatterer wedge.	CoRR	2023	DBLP DOI BibTeX RDF
16	Maxime Haddouche, Benjamin Guedj	Wasserstein PAC-Bayes Learning: A Bridge Between Generalisation and Optimisation.	CoRR	2023	DBLP DOI BibTeX RDF
16	Razvan Caramalau, Binod Bhattarai, Danail Stoyanov	Federated Active Learning for Target Domain Generalisation.	CoRR	2023	DBLP DOI BibTeX RDF
16	Michail Loulakis, Charalambos G. Makridakis	A new approach to generalisation error of machine learning algorithms: Estimates and convergence.	CoRR	2023	DBLP DOI BibTeX RDF
16	Lotte Nijskens, Cornelis A. T. van den Berg, Joost JC Verhoeff, Matteo Maspero	Exploring contrast generalisation in deep learning-based brain MRI-to-CT synthesis.	CoRR	2023	DBLP DOI BibTeX RDF
16	Michael Beukman, Devon Jarvis, Richard Klein, Steven James, Benjamin Rosman	Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies.	CoRR	2023	DBLP DOI BibTeX RDF
16	Wanying Ge, Xin Wang 0037, Junichi Yamagishi, Massimiliano Todisco, Nicholas W. D. Evans	Spoofing attack augmentation: can differently-trained attack models improve generalisation?	CoRR	2023	DBLP DOI BibTeX RDF
16	Robert Kirk, Ishita Mediratta, Christoforos Nalmpantis, Jelena Luketina, Eric Hambro, Edward Grefenstette, Roberta Raileanu	Understanding the Effects of RLHF on LLM Generalisation and Diversity.	CoRR	2023	DBLP DOI BibTeX RDF
16	Nchongmaje Ndipenoch, Alina Dana Miron, Zidong Wang, Yongmin Li 0001	nnUNet RASPP for Retinal OCT Fluid Detection, Segmentation and Generalisation over Variations of Data Sources.	CoRR	2023	DBLP DOI BibTeX RDF
16	Samuel Garcin, James Doran, Shangmin Guo, Christopher G. Lucas, Stefano V. Albrecht	How the level sampling process impacts zero-shot generalisation in deep reinforcement learning.	CoRR	2023	DBLP DOI BibTeX RDF
16	Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen	What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations.	CoRR	2023	DBLP DOI BibTeX RDF
16	Toan Nguyen, Kien Do, Bao Duong, Thin Nguyen	Domain Generalisation via Risk Distribution Matching.	CoRR	2023	DBLP DOI BibTeX RDF
16	Nishil Patel, Sebastian Lee, Stefano Sarao Mannelli, Sebastian Goldt, Adrew Saxe	The RL Perceptron: Generalisation Dynamics of Policy Learning in High Dimensions.	CoRR	2023	DBLP DOI BibTeX RDF
16	David M. Cerna, Andrew Cropper	Generalisation Through Negation and Predicate Invention.	CoRR	2023	DBLP DOI BibTeX RDF
16	Nik Dennler, André van Schaik, Michael Schmuker	Limitations in odour recognition and generalisation in a neuromorphic olfactory circuit.	CoRR	2023	DBLP DOI BibTeX RDF
16	Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Mihály Petreczky	PAC-Bayes Generalisation Bounds for Dynamical Systems Including Stable RNNs.	CoRR	2023	DBLP DOI BibTeX RDF
16	Minyoung Kim, Da Li 0001, Timothy M. Hospedales	Domain Generalisation via Domain Adaptation: An Adversarial Fourier Amplitude Approach.	CoRR	2023	DBLP DOI BibTeX RDF
16	Hamza Riaz, Alan F. Smeaton	Domain Generalisation with Bidirectional Encoder Representations from Vision Transformers.	CoRR	2023	DBLP DOI BibTeX RDF
16	Tim Hartill, Joshua Bensemann, Michael Witbrock, Patricia J. Riddle	Do Smaller Language Models Answer Contextualised Questions Through Memorisation Or Generalisation?	CoRR	2023	DBLP DOI BibTeX RDF
16	Anssi Moisio, Mathias Creutz, Mikko Kurimo	On Using Distribution-Based Compositionality Assessment to Evaluate Compositional Generalisation in Machine Translation.	CoRR	2023	DBLP DOI BibTeX RDF
16	Thomas Guyet	Admissible generalisation of temporal sequences as chronicles.	J. Appl. Non Class. Logics	2023	DBLP DOI BibTeX RDF
16	Joaquín Ossorio-Castillo, Ulises Pastor-Díaz, José M. Tornero	A generalisation of the Phase Kick-Back.	Quantum Inf. Process.	2023	DBLP DOI BibTeX RDF
16	Christian Ronse	A Generalisation of Flat Morphology, II: Main Properties, Duality and Hybrid Operators.	J. Math. Imaging Vis.	2023	DBLP DOI BibTeX RDF
16	Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen	What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations.	ICCV	2023	DBLP DOI BibTeX RDF
16	Renhao Huang, Anthony Tompkins, Maurice Pagnucco, Yang Song 0001	Towards Single Source Domain Generalisation in Trajectory Prediction: A Motion Prior based Approach.	CoLLAs	2023	DBLP BibTeX RDF
16	Olanrewaju Tahir Aduragba, Jialin Yu, Alexandra I. Cristea, Yang Long 0001	Improving Health Mention Classification Through Emphasising Literal Meanings: A Study Towards Diversity and Generalisation for Public Health Surveillance.	WWW	2023	DBLP DOI BibTeX RDF
16	Rehan Ahmad, Md Asif Jalal, Muhammad Umar Farooq, Anna Ollerenshaw, Thomas Hain	Towards Domain Generalisation in ASR with Elitist Sampling and Ensemble Knowledge Distillation.	ICASSP	2023	DBLP DOI BibTeX RDF
16	Toan Nguyen, Kien Do, Duc Thanh Nguyen, Bao Duong, Thin Nguyen	Causal Inference via Style Transfer for Out-of-distribution Generalisation.	KDD	2023	DBLP DOI BibTeX RDF
16	Yizhou Yang, Mengxuan Chen, Haohuan Fu, Xin Liu	SetTron: Towards Better Generalisation in Penetration Testing with Reinforcement Learning.	GLOBECOM	2023	DBLP DOI BibTeX RDF
16	Zac Pullar-Strecker, Filipe Dwan Pereira, Paul Denny 0001, Andrew Luxton-Reilly, Juho Leinonen 0001	G is for Generalisation: Predicting Student Success from Keystrokes.	SIGCSE (1)	2023	DBLP DOI BibTeX RDF
16	Sabrina Patania, Alessandro D'Amelio, Vittorio Cuculo, Matteo Limoncini, Marco Ghezzi, Vincenzo Conversano, Giuseppe Boccignone	Pain and Fear in the Eyes: Gaze Dynamics Predicts Social Anxiety from Fear Generalisation.	ICIAP Workshops (1)	2023	DBLP DOI BibTeX RDF
16	Farhad Nooralahzadeh, Rico Sennrich	Improving the Cross-Lingual Generalisation in Visual Question Answering.	AAAI	2023	DBLP DOI BibTeX RDF
16	Rayna Andreeva, Katharina Limbeck, Bastian Rieck, Rik Sarkar	Metric Space Magnitude and Generalisation in Neural Networks.	TAG-ML	2023	DBLP BibTeX RDF
16	Matthias Lindemann, Alexander Koller, Ivan Titov	Compositional Generalisation with Structured Reordering and Fertility Layers.	EACL	2023	DBLP DOI BibTeX RDF
16	Edan Toledo, Jan Buys, Jonathan Shock	Policy-based Reinforcement Learning for Generalisation in Interactive Text-based Environments.	EACL	2023	DBLP DOI BibTeX RDF
16	Edoardo Maria Ponti, Alessandro Sordoni, Yoshua Bengio, Siva Reddy	Combining Parameter-efficient Modules for Task-level Generalisation.	EACL	2023	DBLP DOI BibTeX RDF
16	Loek Tonnaer, Mike Holenderski, Vlado Menkovski	Out-of-Distribution Generalisation with Symmetry-Based Disentangled Representations.	IDA	2023	DBLP DOI BibTeX RDF
16	Bernardo Rocha, Plinio Moreno, Alexandre Bernardino	Cross-View Generalisation in Action Recognition: Feature Design for Transitioning from Exocentric To Egocentric Views.	ROBOT (1)	2023	DBLP DOI BibTeX RDF
16	Alexandre Bazin	A Triadic Generalisation of the Boolean Concept Lattice.	ICFCA	2023	DBLP DOI BibTeX RDF
16	Azelle Courtial, Guillaume Touya	Does Generalisation Matters in Pan-Scalar Maps? (Short Paper).	GIScience	2023	DBLP DOI BibTeX RDF
16	Eleni Kamenou, Jesús Martínez del Rincón, Paul Miller 0003, Patricia Devlin-Hill	A Meta-learning Approach for Domain Generalisation across Visual Modalities in Vehicle Re-identification.	CVPR Workshops	2023	DBLP DOI BibTeX RDF
16	Marion Simon, Hartmut Asche	Grid-Based Generalisation of Area Polygons for Automated Application in Small-Scale Statistical Maps.	ICCSA (Workshops 4)	2023	DBLP DOI BibTeX RDF
16	Verna Dankers, Ivan Titov, Dieuwke Hupkes	Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation.	EMNLP	2023	DBLP DOI BibTeX RDF
16	Michael Beukman, Devon Jarvis, Richard Klein, Steven James, Benjamin Rosman	Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies.	NeurIPS	2023	DBLP BibTeX RDF
16	Paul Viallard, Maxime Haddouche, Umut Simsekli, Benjamin Guedj	Learning via Wasserstein-Based High Probability Generalisation Bounds.	NeurIPS	2023	DBLP BibTeX RDF
16	Corina Catarau-Cotutiu, Esther Mondragón, Eduardo Alonso	AIGenC: AI Generalisation via Creativity.	EPIA (2)	2023	DBLP DOI BibTeX RDF
16	Anssi Moisio, Mathias Creutz, Mikko Kurimo	Evaluating Morphological Generalisation in Machine Translation by Distribution-Based Compositionality Assessment.	NoDaLiDa	2023	DBLP BibTeX RDF
16	Changjin Wang, Hamid R. Sharifzadeh, Soheil Varastehpour, Iman Ardekani	Analysis and Comparison of Deepfakes Detection Methods for Cross-Library Generalisation.	PST	2023	DBLP DOI BibTeX RDF
16	Mhairi Dunion, Trevor McInroe, Kevin Sebastian Luck, Josiah P. Hanna, Stefano V. Albrecht	Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning.	ICLR	2023	DBLP BibTeX RDF
16	Minyoung Kim, Da Li 0001, Timothy M. Hospedales	Domain Generalisation via Domain Adaptation: An Adversarial Fourier Amplitude Approach.	ICLR	2023	DBLP BibTeX RDF
16	Adam X. Yang, Maxime Robeyns, Edward Milsom, Ben Anson, Nandi Schoots, Laurence Aitchison	A theory of representation learning gives a deep generalisation of kernel methods.	ICML	2023	DBLP BibTeX RDF
16	Felix Biggs, Benjamin Guedj	Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty.	AISTATS	2023	DBLP BibTeX RDF
16	Hamish Ivison, Akshita Bhagia, Yizhong Wang, Hannaneh Hajishirzi, Matthew E. Peters	HINT: Hypernetwork Instruction Tuning for Efficient Zero- and Few-Shot Generalisation.	ACL (1)	2023	DBLP DOI BibTeX RDF
16	Alex Mitrevski	Skill generalisation and experience acquisition for predicting and avoiding execution failures.		2023	RDF
16	Yuan Yin	Physics-Aware Deep Learning and Dynamical Systems : Hybrid Modeling and Generalization. (Apprentissage profond pour la physique et les systèmes dynamiques : modélisation hybride et généralisation).		2023	RDF
16	Raphaël Baena	Beyond the training task in classification: looking at extension of the notion of generalization. (Au-delà de la tâche d'entraînement en classification: élargir la notion de généralisation).		2023	RDF
16	Matthieu Kirchmeyer	Out-of-distribution Generalization in Deep Learning : Classification and Spatiotemporal Forecasting. (Généralisation hors-distribution en apprentissage profond : classification et prévision spatiotemporelle).		2023	RDF
16	Mert Bülent Sariyildiz	On the evaluation and generalization of visual representations. (De l'évaluation et la généralisation des représentations visuelles).		2023	RDF
16	Milda Poceviciute	Generalisation and reliability of deep learning for digital pathology in a clinical setting.		2023	RDF
16	Zheng Xuan Hoy, Kok Sin Woon, Wen Cheong Chin, Haslenda Hashim, Yee Van Fan	Forecasting heterogeneous municipal solid waste generation via Bayesian-optimised neural network with ensemble learning for improved generalisation.	Comput. Chem. Eng.	2022	DBLP DOI BibTeX RDF
16	Chongren Wang, Qigang Liu, Shuping Li	A two-stage credit risk scoring method with stacked-generalisation ensemble learning in peer-to-peer lending.	Int. J. Embed. Syst.	2022	DBLP DOI BibTeX RDF
16	Qianqian Yang 0001, David C. Reutens, Viktor Vegh	Generalisation of continuous time random walk to anomalous diffusion MRI models with an age-related evaluation of human corpus callosum.	NeuroImage	2022	DBLP DOI BibTeX RDF
16	Antonino Marciano, Deen Chen, Filippo Fabrocini, Chris Fields 0001, Matteo Lulli, Emanuele Zappala	Deep Neural Networks as the Semi-classical Limit of Topological Quantum Neural Networks: The problem of generalisation.	CoRR	2022	DBLP DOI BibTeX RDF
16	Karthik Seemakurthy, Charles Fox, Erchan Aptoula, Petra Bosilj	Domain Generalisation for Object Detection.	CoRR	2022	DBLP DOI BibTeX RDF
16	Qinghua Zhou, Alexander N. Gorban, Evgeny M. Mirkes, Jonathan Bac, Andrei Yu. Zinovyev, Ivan Yu. Tyukin	Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation.	CoRR	2022	DBLP DOI BibTeX RDF
16	Wanshui Li, Pasquale Minervini	Differentiable Reasoning over Long Stories - Assessing Systematic Generalisation in Neural Models.	CoRR	2022	DBLP DOI BibTeX RDF
16	Jagadish Boodala, Onkar Dikshit, Nagarajan Balasubramanian	Automated generalisation of buildings using CartAGen platform.	CoRR	2022	DBLP DOI BibTeX RDF
16	Matthias Lindemann, Alexander Koller, Ivan Titov	Compositional Generalisation with Structured Reordering and Fertility Layers.	CoRR	2022	DBLP DOI BibTeX RDF
16	Mhairi Dunion, Trevor McInroe, Kevin Sebastian Luck, Josiah Hanna, Stefano V. Albrecht	Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning.	CoRR	2022	DBLP DOI BibTeX RDF
16	Jeremy Bernstein	Optimisation & Generalisation in Networks of Neurons.	CoRR	2022	DBLP DOI BibTeX RDF
16	Jonathan Francis, Bingqing Chen, Siddha Ganju, Sidharth Kathpal, Jyotish Poonganam, Ayush Shivani, Vrushank Vyas, Sahika Genc, Ivan Zhukov, Max Kumskoy, Anirudh Koul, Jean Oh, Eric Nyberg	Learn-to-Race Challenge 2022: Benchmarking Safe Learning and Cross-domain Generalisation in Autonomous Racing.	CoRR	2022	DBLP DOI BibTeX RDF
16	Jirí Raclavský	Puzzles of Existential Generalisation from Type-theoretic Perspective.	NCL	2022	DBLP DOI BibTeX RDF
16	Paola Merlo, Aixiu An, Maria Andueza Rodriguez	Blackbird's language matrices (BLMs): a new benchmark to investigate disentangled generalisation in neural networks.	CoRR	2022	DBLP DOI BibTeX RDF
16	Hamish Ivison, Akshita Bhagia, Yizhong Wang, Hannaneh Hajishirzi, Matthew E. Peters	HINT: Hypernetwork Instruction Tuning for Efficient Zero-Shot Generalisation.	CoRR	2022	DBLP DOI BibTeX RDF
16	Dominic Belcher, Antonia Marcu, Adam Prügel-Bennett	Generalisation and the Risk-Entropy Curve.	CoRR	2022	DBLP BibTeX RDF
16	Reuben Adams, John Shawe-Taylor, Benjamin Guedj	Controlling Confusion via Generalisation Bounds.	CoRR	2022	DBLP BibTeX RDF
16	Eugenio Clerico, Amitis Shidani, George Deligiannidis, Arnaud Doucet	Chained Generalisation Bounds.	CoRR	2022	DBLP DOI BibTeX RDF
16	Toan Nguyen, Kien Do, Duc Thanh Nguyen, Bao Duong, Thin Nguyen	Front-door Adjustment via Style Transfer for Out-of-distribution Generalisation.	CoRR	2022	DBLP DOI BibTeX RDF
16	Corina Catarau-Cotutiu, Esther Mondragón, Eduardo Alonso	AIGenC: AI generalisation via creativity.	CoRR	2022	DBLP DOI BibTeX RDF
16	Qiming Bao 0001, Alex Yuxuan Peng, Tim Hartill, Neset Tan, Zhenyun Deng, Michael Witbrock, Jiamou Liu	Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation.	CoRR	2022	DBLP DOI BibTeX RDF
16	Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra	Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation.	CoRR	2022	DBLP DOI BibTeX RDF
16	Dieuwke Hupkes, Mario Giulianelli, Verna Dankers, Mikel Artetxe, Yanai Elazar, Tiago Pimentel, Christos Christodoulopoulos 0001, Karim Lasri, Naomi Saphra, Arabella Sinclair, Dennis Ulmer, Florian Schottmann, Khuyagbaatar Batsuren, Kaiser Sun, Koustuv Sinha, Leila Khalatbari, Maria Ryskina, Rita Frieske, Ryan Cotterell, Zhijing Jin	State-of-the-art generalisation research in NLP: a taxonomy and review.	CoRR	2022	DBLP DOI BibTeX RDF
16	Felix Biggs, Valentina Zantedeschi, Benjamin Guedj	On Margins and Generalisation for Voting Classifiers.	CoRR	2022	DBLP DOI BibTeX RDF
16	Matthew Howe, Boris Repasky, Timothy Payne	Effective Utilisation of Multiple Open-Source Datasets to Improve Generalisation Performance of Point Cloud Segmentation Models.	CoRR	2022	DBLP DOI BibTeX RDF
16	Peter Belcák, Roger Wattenhofer	Periodic Extrapolative Generalisation in Neural Networks.	CoRR	2022	DBLP DOI BibTeX RDF
16	Amedeo Roberto Esposito, Michael Gastpar	From Generalisation Error to Transportation-cost Inequalities and Back.	CoRR	2022	DBLP BibTeX RDF
16	Farhad Nooralahzadeh, Rico Sennrich	Improving the Cross-Lingual Generalisation in Visual Question Answering.	CoRR	2022	DBLP DOI BibTeX RDF
16	Yuanhong Chen, Hu Wang 0005, Chong Wang, Yu Tian 0001, Fengbei Liu, Michael Elliott, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro 0001	Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation.	CoRR	2022	DBLP DOI BibTeX RDF
16	Christoph Ortner, Yangshuai Wang	A framework for a generalisation analysis of machine-learned interatomic potentials.	CoRR	2022	DBLP DOI BibTeX RDF
16	Felix Biggs, Benjamin Guedj	Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty.	CoRR	2022	DBLP DOI BibTeX RDF
16	Felix Biggs, Benjamin Guedj	Non-Vacuous Generalisation Bounds for Shallow Neural Networks.	CoRR	2022	DBLP BibTeX RDF