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https://www.preprints.org/manuscript/202109.0512 The Dark Sector and the Standard Model from a Local Generalisation of Extra Dimensions[v1] |... Many models with structures of matter associated with a structure of extra spatial dimensions have been proposed in recent decades. On employing a further... https://aclanthology.org/2024.uncertainlp-1.9/ The Effect of Generalisation on the Inadequacy of the Mode - ACL Anthology Bryan Eikema. Proceedings of the 1st Workshop on Uncertainty-Aware NLP (UncertaiNLP 2024). 2024. the effect generalisation inadequacy mode acl https://elifesciences.org/reviewed-preprints/99988/reviews Early-life stress induces persistent astrocyte dysfunction associated with fear generalisation early life associated with stress induces persistent https://elifesciences.org/reviewed-preprints/93636/reviews Space as a Scaffold for Rotational Generalisation of Abstract Concepts as a space scaffold rotational generalisation https://github.com/AaltoML/FlatFSL GitHub - AaltoML/FlatFSL: Code for "Flatness Improves Backbone Generalisation in Few-shot... Code for "Flatness Improves Backbone Generalisation in Few-shot Classification", WACV 2025. - AaltoML/FlatFSL https://arxiv.org/abs/2407.07425 [2407.07425] Out-of-distribution generalisation in spoken language understanding Abstract page for arXiv paper 2407.07425: Out-of-distribution generalisation in spoken language understanding out of spoken language 2407 07425 distribution https://arxiv.org/abs/2604.05008 [2604.05008] Generative Path-Law Jump-Diffusion: Sequential MMD-Gradient Flows and Generalisation... Abstract page for arXiv paper 2604.05008: Generative Path-Law Jump-Diffusion: Sequential MMD-Gradient Flows and Generalisation Bounds in Marcus-Signature RKHS https://openreview.net/forum?id=dwBB0xmtBr Structure based SAT dataset for analysing GNN generalisation | OpenReview Satisfiability (SAT) solvers based on techniques such as conflict driven clause learning (CDCL) have produced excellent performance on both synthetic and real... structure based sat dataset gnn https://aclanthology.org/2024.genbench-1.0/ Proceedings of the 2nd GenBench Workshop on Generalisation (Benchmarking) in NLP - ACL Anthology Dieuwke Hupkes, Verna Dankers, Khuyagbaatar Batsuren, Amirhossein Kazemnejad, Christos Christodoulopoulos, Mario Giulianelli, Ryan Cotterell. Proceedings of... https://www.unsw.edu.au/science/our-schools/maths/engage-with-us/seminars/2018/noncommutative-generalisation-problem-steinhaus A Noncommutative Generalisation of a Problem of Steinhaus | School of Mathematics and Statistics noncommutative generalisation problem steinhaus school https://openreview.net/forum?id=CKk9I2dAYhD Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning |... We introduce Temporal Disentanglement (TED) to learn disentangled representations for Reinforcement Learning, improving generalisation to unseen environment... temporal disentanglement representations improved generalisation https://research.google/pubs/overparameterisation-and-worst-case-generalisation-friend-or-foe/ Overparameterisation and worst-case generalisation: friend or foe? worst case generalisation friend foe https://openreview.net/forum?id=jfU2Xv84_O A Logic-based Compositional Generalisation Approach for Robust Traffic Sign Detection | OpenReview Our suggested method for identifying traffic signs is a compositional learning technique that utilises high-level features, which is robust against adversarial... https://www.deccanherald.com/tags/generalisation Generalisation Read stories listed under on Generalisation generalisation https://arxiv.org/abs/2404.01822?ref=disinfodocket.com [2404.01822] A (More) Realistic Evaluation Setup for Generalisation of Community Models on... Abstract page for arXiv paper 2404.01822: A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection https://github.com/vzantedeschi/dirichlet-margin-bound GitHub - vzantedeschi/dirichlet-margin-bound: Code source of "On Margins and Generalisation for... Code source of "On Margins and Generalisation for Voting Classifiers" NeurIPS 2022 paper https://arxiv.org/abs/2206.04607 - vzantedeschi/dirichlet-margin-bound https://deepai.org/publication/the-impact-of-non-stationarity-on-generalisation-in-deep-reinforcement-learning The Impact of Non-stationarity on Generalisation in Deep Reinforcement Learning | DeepAI Jun 10, 2020 - 06/10/20 - Non-stationarity arises in Reinforcement Learning (RL) even in stationary environments. Most RL algorithms collect new data throug... deep reinforcement learning the impact non stationarity https://arxiv.org/abs/2505.16581 [2505.16581] How Ensembles of Distilled Policies Improve Generalisation in Reinforcement Learning Abstract page for arXiv paper 2505.16581: How Ensembles of Distilled Policies Improve Generalisation in Reinforcement Learning https://deepai.org/publication/bootstrapping-incremental-dialogue-systems-from-minimal-data-the-generalisation-power-of-dialogue-grammars Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue... Sep 22, 2017 - 09/22/17 - We investigate an end-to-end method for automatically inducing task-based dialogue systems from small amounts of unannotated dialo... dialogue systems bootstrapping incremental https://www.mdpi.com/1424-8220/21/24/8313 Generalisation Gap of Keyword Spotters in a Cross-Speaker Low-Resource Scenario Models for keyword spotting in continuous recordings can significantly improve the experience of navigating vast libraries of audio recordings. In this paper,... in a https://pmc.ncbi.nlm.nih.gov/articles/PMC10280660/ Contextual diversity during word learning through reading benefits generalisation of learned... From mid-childhood onwards, most new words are learned through reading. The precise meaning of many words depends upon the linguistic context in which they are... word learning contextual diversity https://arxiv.org/abs/2410.03565 [2410.03565] Exploration Implies Data Augmentation: Reachability and Generalisation in Contextual... Abstract page for arXiv paper 2410.03565: Exploration Implies Data Augmentation: Reachability and Generalisation in Contextual MDPs data augmentation 2410 03565 exploration implies https://www.epo.org/de/boards-of-appeal/decisions/t210324eu1 T 0324/21 (Intermediate generalisation in a trap-like situation) vom 06.02.2024 https://openreview.net/forum?id=sPgP6aISLTD Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning |... We introduce Temporal Disentanglement (TED) to learn disentangled representations for Reinforcement Learning, improving generalisation to unseen environment... temporal disentanglement representations improved generalisation https://elifesciences.org/reviewed-preprints/99988v1 Early-life stress induces persistent astrocyte dysfunction resulting in fear generalisation early life in fear stress induces persistent https://openreview.net/forum?id=qteUVvGvFQ Explore-Go: Leveraging Exploration for Generalisation in Deep Reinforcement Learning | OpenReview One of the remaining challenges in reinforcement learning is to develop agents that can generalise to novel scenarios they might encounter once deployed. This... deep reinforcement learning explore go leveraging exploration https://openreview.net/forum?id=Bc3S2G1PxH Understanding the Effects of RLHF on LLM Generalisation and Diversity | OpenReview Large language models (LLMs) fine-tuned with reinforcement learning from human feedback (RLHF) have been used in some of the most widely deployed AI models to... the effects understanding rlhf https://openreview.net/forum?id=1SJZVCahQW Closing the Gap between TD Learning and Supervised Learning -- A Generalisation Point of View. |... Recent years have seen a drastic shift of focus on large models trained with simple self-supervised objectives on diverse datasets. These foundational models... closing the gap https://www.timeshighereducation.com/news/mapping-experts-discuss-generalisation-technology/169224.article Mapping experts discuss generalisation technology | Times Higher Education (THE) times higher education mapping experts discuss generalisation https://openreview.net/forum?id=gS043mZ65m&referrer=%5Bthe%20profile%20of%20Max%20Weltevrede%5D(%2Fprofile%3Fid%3D~Max_Weltevrede1) The Role of Diverse Replay for Generalisation in Reinforcement Learning | OpenReview In reinforcement learning (RL), key components of many algorithms are the exploration strategy and replay buffer. These strategies regulate what environment... the role reinforcement learning diverse replay https://openreview.net/forum?id=KfeRfxTemB Accelerating Task Generalisation with Multi-Level Skill Hierarchies | OpenReview Developing reinforcement learning agents that can generalise effectively to new tasks is one of the main challenges in AI research. This paper introduces... multi level accelerating task generalisation skill https://www.merriam-webster.com/dictionary/generalisation GENERALISATION Definition & Meaning - Merriam-Webster The meaning of GENERALISATION is British spellings of generalization. generalisation definition meaning merriam webster