University of York

∙ Heslington , United Kingdom ∙ 0 followers

0525 The University of York is a collegiate plate glass research university, located in the city of York, England.

Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS)

Machine Learning (ML) is now used in a range of systems with results tha...
02/02/2021 ∙ by Richard Hawkins, et al. ∙ 45 ∙ share

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A Commentary on "Breaking Row and Column Symmetries in Matrix Models"

The CP 2002 paper entitled "Breaking Row and Column Symmetries in Matrix...
10/03/2019 ∙ by Alan M. Frisch, et al. ∙ 23 ∙ share

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DeepFault: Fault Localization for Deep Neural Networks

Deep Neural Networks (DNNs) are increasingly deployed in safety-critical...
02/15/2019 ∙ by Hasan Ferit Eniser, et al. ∙ 18 ∙ share

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Divided We Stand: A Novel Residual Group Attention Mechanism for Medical Image Segmentation

Given that convolutional neural networks extract features via learning c...
12/04/2019 ∙ by Chaitanya Kaul, et al. ∙ 18 ∙ share

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InverseRenderNet: Learning single image inverse rendering

We show how to train a fully convolutional neural network to perform inv...
11/29/2018 ∙ by Ye Yu, et al. ∙ 16 ∙ share

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Depth from a polarisation + RGB stereo pair

In this paper, we propose a hybrid depth imaging system in which a polar...
03/28/2019 ∙ by Dizhong Zhu, et al. ∙ 14 ∙ share

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A Comparison of Self-Play Algorithms Under a Generalized Framework

Throughout scientific history, overarching theoretical frameworks have a...
06/08/2020 ∙ by Daniel Hernández, et al. ∙ 14 ∙ share

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Robust DCD-Based Recursive Adaptive Algorithms

The dichotomous coordinate descent (DCD) algorithm has been successfully...
08/18/2019 ∙ by Y. Yu, et al. ∙ 12 ∙ share

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Growing 3D Artefacts and Functional Machines with Neural Cellular Automata

Neural Cellular Automata (NCAs) have been proven effective in simulating...
03/15/2021 ∙ by Shyam Sudhakaran, et al. ∙ 9 ∙ share

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Study of Diffusion Normalized Least Mean M-estimate Algorithms

This work proposes diffusion normalized least mean M-estimate algorithm ...
04/20/2020 ∙ by Y. Yu, et al. ∙ 5 ∙ share

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Win Prediction in Esports: Mixed-Rank Match Prediction in Multi-player Online Battle Arena Games

Esports has emerged as a popular genre for players as well as spectators...
11/17/2017 ∙ by Victoria Hodge, et al. ∙ 0 ∙ share

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Linear Differential Constraints for Photo-polarimetric Height Estimation

In this paper we present a differential approach to photo-polarimetric s...
08/25/2017 ∙ by Silvia Tozza, et al. ∙ 0 ∙ share

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3D Morphable Models as Spatial Transformer Networks

In this paper, we show how a 3D Morphable Model (i.e. a statistical mode...
08/23/2017 ∙ by Anil Bas, et al. ∙ 0 ∙ share

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What does 2D geometric information really tell us about 3D face shape?

A face image contains geometric cues in the form of configurational info...
08/22/2017 ∙ by Anil Bas, et al. ∙ 0 ∙ share

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Collective Adaptive Systems: Challenges Beyond Evolvability

This position paper overviews several challenges of collective adaptive ...
08/29/2011 ∙ by Serge Kernbach, et al. ∙ 0 ∙ share

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Distance Metric Ensemble Learning and the Andrews-Curtis Conjecture

Motivated by the search for a counterexample to the Poincaré conjecture ...
06/04/2016 ∙ by Krzysztof Krawiec, et al. ∙ 0 ∙ share

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"Going back to our roots": second generation biocomputing

Researchers in the field of biocomputing have, for many years, successfu...
12/16/2005 ∙ by Jon Timmis, et al. ∙ 0 ∙ share

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What is Learning? A primary discussion about information and Representation

Nowadays, represented by Deep Learning techniques, the field of machine ...
05/19/2015 ∙ by Hao Wu, et al. ∙ 0 ∙ share

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On Valid Optimal Assignment Kernels and Applications to Graph Classification

The success of kernel methods has initiated the design of novel positive...
06/03/2016 ∙ by Nils M. Kriege, et al. ∙ 0 ∙ share

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Ear-to-ear Capture of Facial Intrinsics

We present a practical approach to capturing ear-to-ear face models comp...
09/08/2016 ∙ by Alassane Seck, et al. ∙ 0 ∙ share

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Creating a level playing field for all symbols in a discretization

In time series analysis research there is a strong interest in discrete ...
10/18/2012 ∙ by Matthew Butler, et al. ∙ 0 ∙ share

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Fitting a 3D Morphable Model to Edges: A Comparison Between Hard and Soft Correspondences

We propose a fully automatic method for fitting a 3D morphable model to ...
02/02/2016 ∙ by Anil Bas, et al. ∙ 0 ∙ share

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Exact Estimation of Multiple Directed Acyclic Graphs

This paper considers the problem of estimating the structure of multiple...
04/04/2014 ∙ by Chris J. Oates, et al. ∙ 0 ∙ share

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Multiset Ordering Constraints

We identify a new and important global (or non-binary) constraint. This ...
05/22/2009 ∙ by Alan M. Frisch, et al. ∙ 0 ∙ share

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Scenario-based Stochastic Constraint Programming

To model combinatorial decision problems involving uncertainty and proba...
05/22/2009 ∙ by Suresh Manandhar, et al. ∙ 0 ∙ share

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Effective Optimization Criteria and Relay Selection Algorithms for Physical-Layer Security in Multiple-Antenna Relay Networks

Physical-layer security for wireless networks has become an effective ap...
12/21/2017 ∙ by X. Lu, et al. ∙ 0 ∙ share

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Study of Joint MMSE Consensus and Relay Selection Algorithms for Distributed Beamforming

This work presents joint minimum mean-square error (MMSE) consensus algo...
05/28/2017 ∙ by H. Ruan, et al. ∙ 0 ∙ share

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Steganalysis of 3D Objects Using Statistics of Local Feature Sets

3D steganalysis aims to identify subtle invisible changes produced in gr...
02/23/2017 ∙ by Zhenyu Li, et al. ∙ 0 ∙ share

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Study of Robust Distributed Beamforming Based on Cross-Correlation and Subspace Projection Techniques

In this work, we present a novel robust distributed beamforming (RDB) ap...
12/01/2017 ∙ by H. Ruan, et al. ∙ 0 ∙ share

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Unifying Theories of Timed with Generalised Reactive Processes

Hoare and He's theory of reactive processes provides a unifying foundati...
12/29/2017 ∙ by Simon Foster, et al. ∙ 0 ∙ share

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Cell-Free Massive MIMO with Limited Backhaul

We consider a cell-free Massive multiple-input multiple-output (MIMO) sy...
01/30/2018 ∙ by Manijeh Bashar, et al. ∙ 0 ∙ share

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Enhanced Max-Min SINR for Uplink Cell-Free Massive MIMO Systems

In this paper, we consider the max-min signal-to-interference plus noise...
01/30/2018 ∙ by Manijeh Bashar, et al. ∙ 0 ∙ share

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Analysing and Patching SPEKE in ISO/IEC

Simple Password Exponential Key Exchange (SPEKE) is a well-known Passwor...
02/14/2018 ∙ by Feng Hao, et al. ∙ 0 ∙ share

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Study of Knowledge-Aided Iterative Detection and Decoding for Multiuser MIMO Systems

In this work, we consider the problem of reduced latency of low-density ...
02/15/2018 ∙ by P. Li, et al. ∙ 0 ∙ share

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A Centrality Measure for Cycles and Subgraphs II

In a recent work we introduced a measure of importance for groups of ver...
02/16/2018 ∙ by P-L. Giscard, et al. ∙ 0 ∙ share

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Music Genre Classification using Masked Conditional Neural Networks

The ConditionaL Neural Networks (CLNN) and the Masked ConditionaL Neural...
02/18/2018 ∙ by Fady Medhat, et al. ∙ 0 ∙ share

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Unifying Theories of Time with Generalised Reactive Processes

Hoare and He's theory of reactive processes provides a unifying foundati...
12/29/2017 ∙ by Simon Foster, et al. ∙ 0 ∙ share

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Masked Conditional Neural Networks for Audio Classification

We present the ConditionaL Neural Network (CLNN) and the Masked Conditio...
03/06/2018 ∙ by Fady Medhat, et al. ∙ 0 ∙ share

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On The Uplink Throughput of Zero-Forcing in Cell-Free Massive MIMO with Coarse Quantization

The recently proposed Cell-Free massive MIMO architecture is studied for...
03/09/2018 ∙ by Dick Maryopi, et al. ∙ 0 ∙ share

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Non-rigid 3D Shape Registration using an Adaptive Template

We present a new fully-automatic non-rigid 3D shape registration (morphi...
03/21/2018 ∙ by Hang Dai, et al. ∙ 0 ∙ share

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Statistical transformer networks: learning shape and appearance models via self supervision

We generalise Spatial Transformer Networks (STN) by replacing the parame...
04/07/2018 ∙ by Anil Bas, et al. ∙ 0 ∙ share

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An Evaluation of Classification and Outlier Detection Algorithms

This paper evaluates algorithms for classification and outlier detection...
05/02/2018 ∙ by Victoria J. Hodge, et al. ∙ 0 ∙ share

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Study of Unique-Word Based GFDM Transmission Systems

In this paper, we propose the use of a deterministic sequence, known as ...
05/27/2018 ∙ by J. Dias, et al. ∙ 0 ∙ share

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Calculational Verification of Reactive Programs with Reactive Relations and Kleene Algebra

Reactive programs are ubiquitous in modern applications, and thus verifi...
06/06/2018 ∙ by Simon Foster, et al. ∙ 0 ∙ share

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On the t-adic Littlewood Conjecture

The p-adic Littlewood Conjecture due to De Mathan and Teulié asserts tha...
06/12/2018 ∙ by Faustin Adiceam, et al. ∙ 0 ∙ share

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Evolving simple programs for playing Atari games

Cartesian Genetic Programming (CGP) has previously shown capabilities in...
06/14/2018 ∙ by Dennis G Wilson, et al. ∙ 0 ∙ share

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A New Look at the Refund Mechanism in the Bitcoin Payment Protocol

BIP70 is the Bitcoin payment protocol for communication between a mercha...
07/04/2018 ∙ by Sepideh Avizheh, et al. ∙ 0 ∙ share

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Beamforming Techniques for Non-Orthogonal Multiple Access in 5G Cellular Networks

In this paper, we develop various beamforming techniques for downlink tr...
07/09/2018 ∙ by Faezeh Alavi, et al. ∙ 0 ∙ share

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The Text-Based Adventure AI Competition

In 2016 and 2017 at the IEEE Conference on Computational Intelligence in...
08/03/2018 ∙ by Timothy Atkinson, et al. ∙ 0 ∙ share

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Finding Minimal Cost Herbrand Models with Branch-Cut-and-Price

Given (1) a set of clauses T in some first-order language L and (2) a c...
08/14/2018 ∙ by James Cussens, et al. ∙ 0 ∙ share

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