Adam Prügel-Bennett

119 papers A* 5A 11B 8Misc 1Journal 69Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A variational autoencoder for probabilistic non-negative matrix factorisation. Pattern Anal. Appl. Steven Squires, Adam Prügel-Bennett, Mahesan Niranjan
2025	J	`jnl`	Concept-Based Explainable Artificial Intelligence: Metrics and Benchmarks. CoRR Halil Ibrahim Aysel, Xiaohao Cai, Adam Prügel-Bennett
2025	J	`jnl`	CornerPoint3D: Look at the Nearest Corner Instead of the Center. CoRR Ruixiao Zhang, Runwei Guan, Xiangyu Chen, Adam Prügel-Bennett, Xiaohao Cai
2025	J	`jnl`	Noise-Level Diffusion Guidance: Well Begun is Half Done. CoRR Harvey Mannering, Zhiwu Huang, Adam Prügel-Bennett
2024	A	`conf`	Detect Closer Surfaces That Can be Seen: New Modeling and Evaluation in Cross-Domain 3D Object Detection. ECAI Ruixiao Zhang, Yihong Wu, Juheon Lee, Xiaohao Cai, Adam Prügel-Bennett
2024	J	`jnl`	Detect Closer Surfaces that can be Seen: New Modeling and Evaluation in Cross-domain 3D Object Detection. CoRR Ruixiao Zhang, Yihong Wu, Juheon Lee, Adam Prügel-Bennett, Xiaohao Cai
2024	J	`jnl`	Multilevel Explainable Artificial Intelligence: Visual and Linguistic Bonded Explanations. IEEE Trans. Artif. Intell. Halil Ibrahim Aysel, Xiaohao Cai, Adam Prügel-Bennett
2024	J	`jnl`	Penny-Wise and Pound-Foolish in Deepfake Detection. CoRR Yabin Wang, Zhiwu Huang, Zhou Su, Adam Prügel-Bennett, Xiaopeng Hong
2024	A*	`conf`	Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints. NeurIPS Jay Bear, Adam Prügel-Bennett, Jonathon Hare
2024	J	`jnl`	Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints. CoRR Jay Bear, Adam Prügel-Bennett, Jonathon S. Hare
2024	J	`jnl`	Revisiting Cross-Domain Problem for LiDAR-based 3D Object Detection. CoRR Ruixiao Zhang, Juheon Lee, Xiaohao Cai, Adam Prügel-Bennett
2023	J	`jnl`	Guiding Labelling Effort for Efficient Learning With Georeferenced Images. IEEE Trans. Pattern Anal. Mach. Intell. Takaki Yamada, Miquel Massot-Campos, Adam Prügel-Bennett, Oscar Pizarro, Stefan B. Williams, Blair Thornton
2023	J	`jnl`	Semantic Segmentation by Semantic Proportions. CoRR Halil Ibrahim Aysel, Xiaohao Cai, Adam Prügel-Bennett
2022	—	`conf`	Compositing Foreground and Background Using Variational Autoencoders. ICPRAI (1) Zezhen Zeng, Jonathon S. Hare, Adam Prügel-Bennett
2022	J	`jnl`	Generalisation and the Risk-Entropy Curve. CoRR Dominic Belcher, Antonia Marcu, Adam Prügel-Bennett
2022	J	`jnl`	GeoCLR: Georeference Contrastive Learning for Efficient Seafloor Image Interpretation. Field Robotics Takaki Yamada, Adam Prügel-Bennett, Stefan B. Williams, Oscar Pizarro, Blair Thornton
2022	A*	`conf`	On the Effects of Artificial Data Modification. ICML Antonia Marcu, Adam Prügel-Bennett
2022	J	`jnl`	Orthogonalising gradients to speed up neural network optimisation. CoRR Mark Tuddenham, Adam Prügel-Bennett, Jonathan Hare
2022	—	`conf`	Unsupervised Representation Learning via Information Compression. ICPRAI (1) Zezhen Zeng, Jonathon S. Hare, Adam Prügel-Bennett
2021	J	`jnl`	GeoCLR: Georeference Contrastive Learning for Efficient Seafloor Image Interpretation. CoRR Takaki Yamada, Adam Prügel-Bennett, Stefan B. Williams, Oscar Pizarro, Blair Thornton
2021	J	`jnl`	Language Models as Zero-shot Visual Semantic Learners. CoRR Yue Jiao, Jonathon Hare, Adam Prügel-Bennett
2021	J	`jnl`	Learning features from georeferenced seafloor imagery with location guided autoencoders. J. Field Robotics Takaki Yamada, Adam Prügel-Bennett, Blair Thornton
2021	J	`jnl`	Leveraging Metadata in Representation Learning With Georeferenced Seafloor Imagery. IEEE Robotics Autom. Lett. Takaki Yamada, Miquel Massot-Campos, Adam Prügel-Bennett, Stefan B. Williams, Oscar Pizarro, Blair Thornton
2021	J	`jnl`	Object detection for crabs in top-view seabed imagery. CoRR Vlad Velici, Adam Prügel-Bennett
2021	J	`jnl`	On Data-centric Myths. CoRR Antonia Marcu, Adam Prügel-Bennett
2021	J	`jnl`	On the Effects of Data Distortion on Model Analysis and Training. CoRR Antonia Marcu, Adam Prügel-Bennett
2021	J	`jnl`	RotLSTM: Rotating Memories in Recurrent Neural Networks. CoRR Vlad Velici, Adam Prügel-Bennett
2021	J	`jnl`	What Remains of Visual Semantic Embeddings. CoRR Yue Jiao, Jonathon S. Hare, Adam Prügel-Bennett
2020	A*	`conf`	FSPool: Learning Set Representations with Featurewise Sort Pooling. ICLR Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
2020	A*	`conf`	Linear Disentangled Representations and Unsupervised Action Estimation. NeurIPS Matthew Painter, Adam Prügel-Bennett, Jonathon S. Hare
2020	J	`jnl`	Linear Disentangled Representations and Unsupervised Action Estimation. CoRR Matthew Painter, Jonathon S. Hare, Adam Prügel-Bennett
2020	J	`jnl`	Quasi-Newton's method in the class gradient defined high-curvature subspace. CoRR Mark Tuddenham, Adam Prügel-Bennett, Jonathan Hare
2020	J	`jnl`	Understanding and Enhancing Mixed Sample Data Augmentation. CoRR Ethan Harris, Antonia Marcu, Matthew Painter, Mahesan Niranjan, Adam Prügel-Bennett, Jonathon S. Hare
2019	J	`jnl`	A Variational Autoencoder for Probabilistic Non-Negative Matrix Factorisation. CoRR Steven Squires, Adam Prügel-Bennett, Mahesan Niranjan
2019	A*	`conf`	Deep Set Prediction Networks. NeurIPS Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
2019	J	`jnl`	Deep Set Prediction Networks. CoRR Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
2019	J	`jnl`	FSPool: Learning Set Representations with Featurewise Sort Pooling. CoRR Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
2019	—	`conf`	Learning Representations of Sets through Optimized Permutations. ICLR (Poster) Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
2019	J	`jnl`	Minimum description length as an objective function for non-negative matrix factorization. CoRR Steven Squires, Adam Prügel-Bennett, Mahesan Niranjan
2019	J	`jnl`	Rethinking Generalisation. CoRR Antonia Marcu, Adam Prügel-Bennett
2019	Misc	`conf`	Saliency Map on Cnns for Protein Secondary Structure Prediction. ICASSP Guillermo Romero Moreno, Mahesan Niranjan, Adam Prügel-Bennett
2018	J	`jnl`	Learning Representations of Sets through Optimized Permutations. CoRR Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
2018	—	`conf`	Learning to Count Objects in Natural Images for Visual Question Answering. ICLR (Poster) Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
2018	J	`jnl`	Learning to Count Objects in Natural Images for Visual Question Answering. CoRR Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
2017	—	`conf`	A Method of Integrating Spatial Proteomics and Protein-Protein Interaction Network Data. ICONIP (5) Steven Squires, Rob M. Ewing, Adam Prügel-Bennett, Mahesan Niranjan
2017	—	`conf`	Non-Negative Matrix Factorization with Exogenous Inputs for Modeling Financial Data. ICONIP (2) Steven Squires, Luis Montesdeoca, Adam Prügel-Bennett, Mahesan Niranjan
2017	J	`jnl`	Rank Selection in Nonnegative Matrix Factorization using Minimum Description Length. Neural Comput. Steven Squires, Adam Prügel-Bennett, Mahesan Niranjan
2016	J	`jnl`	A Low Dimensional Approximation For Competence In Bacillus Subtilis. IEEE ACM Trans. Comput. Biol. Bioinform. An Nguyen, Adam Prügel-Bennett, Srinandan Dasmahapatra
2016	J	`jnl`	An Analysis of the Fitness Landscape of Travelling Salesman Problem. Evol. Comput. Mohammad-H. Tayarani-N., Adam Prügel-Bennett
2016	—	`conf`	Extended Formulations for Online Action Selection on Big Action Sets. INNS Conference on Big Data Shaona Ghosh, Adam Prügel-Bennett
2016	B	`conf`	Improving the performance of evolutionary engine calibration algorithms with principal component analysis. CEC Mohammad-H. Tayarani-N., Adam Prügel-Bennett, Hongming Xu, Xin Yao
2015	J	`jnl`	Anatomy of the fitness landscape for dense graph-colouring problem. Swarm Evol. Comput. Mohammad-Hassan Tayarani-Najaran, Adam Prügel-Bennett
2015	—	`conf`	Ising Bandits with Side Information. ECML/PKDD (1) Shaona Ghosh, Adam Prügel-Bennett
2015	J	`jnl`	Novel centroid selection approaches for KMeans-clustering based recommender systems. Inf. Sci. Sobia Zahra, Mustansar Ali Ghazanfar, Asra Khalid, Muhammad Awais Azam, Usman Naeem, Adam Prügel-Bennett
2015	—	`conf`	Online Mean Field Approximation for Automated Experimentation. MLIS@ICML Shaona Ghosh, Adam Prügel-Bennett
2015	J	`jnl`	Quadratic assignment problem: a landscape analysis. Evol. Intell. Mohammad-H. Tayarani-N., Adam Prügel-Bennett
2015	J	`jnl`	Renormalization group approach to 1D cellular automata with large updating neighborhoods. Complex. Iain S. Weaver, Adam Prügel-Bennett
2015	A	`conf`	Run-Time Analysis of Population-Based Evolutionary Algorithm in Noisy Environments. FOGA Adam Prügel-Bennett, Jonathan E. Rowe, Jonathan Shapiro
2014	—	`conf`	Constructing smart portfolios from data driven quantitative investment models. CIFEr Chetan Saran Mehra, Adam Prügel-Bennett, Enrico H. Gerding, Valentin Robu
2014	J	`jnl`	Leveraging clustering approaches to solve the gray-sheep users problem in recommender systems. Expert Syst. Appl. Mustansar Ali Ghazanfar, Adam Prügel-Bennett
2014	J	`jnl`	On the Landscape of Combinatorial Optimization Problems. IEEE Trans. Evol. Comput. Mohammad-Hassan Tayarani-Najaran, Adam Prügel-Bennett
2013	J	`jnl`	Evolving Fisher Kernels for Biological Sequence Classification. Evol. Comput. Kyoung-Jae Won, Craig Saunders, Adam Prügel-Bennett
2013	J	`jnl`	Extended Formulations for Online Linear Bandit Optimization. CoRR Shaona Ghosh, Adam Prügel-Bennett
2013	J	`jnl`	Stability for Network Flow Control against Disturbances and Time Delays. SIAM J. Control. Optim. Wenming Bian, Mark French, Adam Prügel-Bennett
2013	J	`jnl`	The Advantage of Careful Imputation Sources in Sparse Data-Environment of Recommender Systems: Generating Improved SVD-based Recommendations. Informatica (Slovenia) Mustansar Ali Ghazanfar, Adam Prügel-Bennett
2012	—	`conf`	Application of Bagging, Boosting and Stacking to Intrusion Detection. MLDM Iwan Syarif, Ed Zaluska, Adam Prügel-Bennett, Gary B. Wills
2012	J	`jnl`	Kernel-Mapping Recommender system algorithms. Inf. Sci. Mustansar Ali Ghazanfar, Adam Prügel-Bennett, Sándor Szedmák
2012	J	`jnl`	Maximum Satisfiability: Anatomy of the Fitness Landscape for a Hard Combinatorial Optimization Problem. IEEE Trans. Evol. Comput. Adam Prügel-Bennett, Mohammad-Hassan Tayarani-Najaran
2012	—	`conf`	Unsupervised Clustering Approach for Network Anomaly Detection. NDT (1) Iwan Syarif, Adam Prügel-Bennett, Gary B. Wills
2011	—	`conf`	Experiments in Bayesian Recommendation. AWIC Thomas Charles Barnard, Adam Prügel-Bennett
2011	B	`conf`	Incremental Kernel Mapping Algorithms for Scalable Recommender Systems. ICTAI Mustansar Ali Ghazanfar, Sándor Szedmák, Adam Prügel-Bennett
2010	—	`conf`	A Scalable, Accurate Hybrid Recommender System. WKDD Mustansar Ali Ghazanfar, Adam Prügel-Bennett
2010	J	`jnl`	Benefits of a Population: Five Mechanisms That Advantage Population-Based Algorithms. IEEE Trans. Evol. Comput. Adam Prügel-Bennett
2010	J	`jnl`	Learning the Large-Scale Structure of the MAX-SAT Landscape Using Populations. IEEE Trans. Evol. Comput. Mohamed Qasem, Adam Prügel-Bennett
2010	—	`conf`	Novel Significance Weighting Schemes for Collaborative Filtering: Generating Improved Recommendations in Sparse Environments. DMIN Mustansar Ali Ghazanfar, Adam Prügel-Bennett
2009	B	`conf`	Improving Performance in Combinatorial Optimisation Using Averaging and Clustering. EvoCOP Mohamed Qasem, Adam Prügel-Bennett
2008	A	`conf`	Complexity of Max-SAT using stochastic algorithms. GECCO Mohamed Qasem, Adam Prügel-Bennett
2008	J	`jnl`	Visualizing the Repeat Structure of Genomic Sequences. Complex Syst. Nava Whiteford, Niall J. Haslam, Gerald Weber, Adam Prügel-Bennett, Jonathan W. Essex, Cameron Neylon
2007	J	`jnl`	An evolutionary method for learning HMM structure: prediction of protein secondary structure. BMC Bioinform. Kyoung-Jae Won, Thomas Hamelryck, Adam Prügel-Bennett, Anders Krogh
2007	A	`conf`	Finding critical backbone structures with genetic algorithms. GECCO Adam Prügel-Bennett
2007	J	`jnl`	Optimal parameters for search using a barrier tree Markov model. Theor. Comput. Sci. William Benfold, Jonathan Hallam, Adam Prügel-Bennett
2006	J	`jnl`	A Bayesian Framework for Extracting Human Gait Using Strong Prior Knowledge. IEEE Trans. Pattern Anal. Mach. Intell. Ziheng Zhou, Adam Prügel-Bennett, Robert I. Damper
2006	J	`jnl`	A heuristic bidding strategy for buying multiple goods in multiple english auctions. ACM Trans. Internet Techn. Minghua He, Nicholas R. Jennings, Adam Prügel-Bennett
2006	J	`jnl`	Evolving the structure of hidden Markov models. IEEE Trans. Evol. Comput. Kyoung-Jae Won, Adam Prügel-Bennett, Anders Krogh
2006	—	`conf`	Model SelectionWithin a Bayesian Approach to Extraction of Walker Motion. CVPR Workshops Ziheng Zhou, Robert I. Damper, Adam Prügel-Bennett
2006	J	`jnl`	Phase transitions and symmetry breaking in genetic algorithms with crossover. Theor. Comput. Sci. Alex Rogers, Adam Prügel-Bennett, Nicholas R. Jennings
2005	—	`conf`	A Distributed Approach to Musical Composition. KES (3) Michael O. Jewell, Lee Middleton, Mark S. Nixon, Adam Prügel-Bennett, Sylvia C. Wong
2005	J	`jnl`	A polynomially searchable exponential neighbourhood for graph colouring. J. Oper. Res. Soc. Celia A. Glass, Adam Prügel-Bennett
2005	B	`conf`	Barrier-based models of hard problems and crossover. Congress on Evolutionary Computation Jonathan Hallam, Adam Prügel-Bennett
2005	B	`conf`	Evolving hidden Markov models for protein secondary structure prediction. Congress on Evolutionary Computation Kyoung-Jae Won, Thomas Hamelryck, Adam Prügel-Bennett, Anders Krogh
2005	J	`jnl`	Large Barrier Trees for Studying Search. IEEE Trans. Evol. Comput. Jonathan Hallam, Adam Prügel-Bennett
2005	B	`conf`	Optimal simulated annealing schedules for larger problems. Congress on Evolutionary Computation William Benfold, Jonathan Hallam, Adam Prügel-Bennett
2005	—	`conf`	State-Based sequencing: Directing the Evolution of Music. ICMC Michael O. Jewell, Mark S. Nixon, Adam Prügel-Bennett
2004	—	`conf`	A Data Clustering and Streamline Reduction Method for 3D MR Flow Vector Field Simplification. MICCAI (1) Bernardo Silva Carmo, Yin-Heung Pauline Ng, Adam Prügel-Bennett, Guang-Zhong Yang
2004	B	`conf`	An adaptive bidding agent for multiple English auctions: a neuro-fuzzy approach. FUZZ-IEEE Minghua He, Nicholas R. Jennings, Adam Prügel-Bennett
2004	J	`jnl`	Symmetry breaking in population-based optimization. IEEE Trans. Evol. Comput. Adam Prügel-Bennett
2004	B	`conf`	The Block Hidden Markov Model for Biological Sequence Analysis. KES Kyoung-Jae Won, Adam Prügel-Bennett, Anders Krogh
2004	J	`jnl`	Training HMM structure with genetic algorithm for biological sequence analysis. Bioinform. Kyoung-Jae Won, Adam Prügel-Bennett, Anders Krogh
2004	J	`jnl`	When a genetic algorithm outperforms hill-climbing. Theor. Comput. Sci. Adam Prügel-Bennett
2003	—	`conf`	A first order Lagrangian based variational approach for 3D flow vector field restoration. CARS Yin-Heung Pauline Ng, Bernardo Silva Carmo, Adam Prügel-Bennett, Guang-Zhong Yang
2003	J	`jnl`	Automatic gait recognition using area-based metric. Pattern Recognit. Lett. Jeff P. Foster, Mark S. Nixon, Adam Prügel-Bennett
2003	A	`conf`	Barrier Trees For Search Analysis. GECCO Jonathan Hallam, Adam Prügel-Bennett
2003	—	`conf`	CBS: a concept-based sequencer for soundtrack composition. WEDELMUSIC Michael O. Jewell, Mark S. Nixon, Adam Prügel-Bennett
2003	J	`jnl`	Genetic Algorithm for Graph Coloring: Exploration of Galinier and Hao's Algorithm. J. Comb. Optim. Celia A. Glass, Adam Prügel-Bennett
2002	A	`conf`	Modeling Finite Populations. FOGA Adam Prügel-Bennett
2001	J	`jnl`	Modeling crossover-induced linkage in genetic algorithms. IEEE Trans. Evol. Comput. Adam Prügel-Bennett
2001	A	`conf`	New Area Based Metrics for Automatic Gait Recognition. BMVC Jeff P. Foster, Mark S. Nixon, Adam Prügel-Bennett
2001	—	`conf`	New Area Based Metrics for Gait Recognition. AVBPA Jeff P. Foster, Mark S. Nixon, Adam Prügel-Bennett
2000	J	`jnl`	Finite Population Effects for Ranking and Tournament Selection. Complex Syst. Adam Prügel-Bennett
2000	A	`conf`	The Mixing Rate of Different Crossover Operators. FOGA Adam Prügel-Bennett
1999	J	`jnl`	Genetic drift in genetic algorithm selection schemes. IEEE Trans. Evol. Comput. Alex Rogers, Adam Prügel-Bennett
1998	A	`conf`	Modelling the Dynamics of a Steady State Genetic Algorithm. FOGA Alex Rogers, Adam Prügel-Bennett
1998	A	`conf`	On the Limit of Long Strings. FOGA Adam Prügel-Bennett
1997	J	`jnl`	The Dynamics of a Genetic Algorithm on a Model Hard Optimization Problem. Complex Syst. Alex Rogers, Adam Prügel-Bennett
1996	A	`conf`	Genetic Algorithm Dynamics in a Two-well Potential. FOGA Jonathan Shapiro, Adam Prügel-Bennett
1996	J	`jnl`	Learning Synfire Chains: Turning Noise into Signal. Int. J. Neural Syst. John Hertz, Adam Prügel-Bennett
1995	—	`conf`	Maximum Entropy Analysis of Genetic Algorithm Operators. Evolutionary Computing, AISB Workshop Jonathan L. Shapiro, Adam Prügel-Bennett
1994	—	`conf`	A Statistical Mechanical Formulation of the Dynamics of Genetic Algorithms. Evolutionary Computing, AISB Workshop Jonathan Shapiro, Adam Prügel-Bennett, Magnus Rattray
1993	—	`conf`	Non-Linear Statistical Analysis and Self-Organizing Hebbian Networks. NIPS Jonathan L. Shapiro, Adam Prügel-Bennett