DB
David Barber
cs.LGstat.MLcs.AIcs.CLcs.CVeess.IVstat.COcs.ITcs.NAcs.NE
On Valency
published · living versionsW_uxp6f8ys·v1 · currentpublished
A Discrete-Time Variational Objective for Degenerate Diffusion and Equivalence to Flow Matching
with Rares Dolga, Harshad Dahake
1 version
Preprints & journals
66 papers in the corpus · 1998–2026PLeDO: Pain Level Detection for Osteoarthritis from EMR Data2608.15719v1 · Yuhao Chen, Jiahao Cai, Nafiz Sadman et al.2026 · 0 citationsChen, Y., Cai, J., Sadman, N., Zulkernine, F., Queenan, J., and Barber, D. (2026). PLeDO: Pain level detection for osteoarthritis from EMR data. Intelligent Data Analysis, 1-20
From Characters to Tokens: Dynamic Grouping with Hierarchical BPE2510.15517v1 · Rares Dolga, Lucas Maystre, Tudor Berariu et al.2025 · 1 citationarXiv
Beyond Internal Data: Bounding and Estimating Fairness from Incomplete Data2508.13040v1 · Varsha Ramineni, Hossein A. Rahmani, Emine Yilmaz et al.2025 · 0 citationsarXiv
Beyond Internal Data: Constructing Complete Datasets for Fairness Testing2507.18561v1 · Varsha Ramineni, Hossein A. Rahmani, Emine Yilmaz et al.2025 · 0 citationsarXiv
Toward Autonomous UI Exploration: The UIExplorer Benchmark2506.17779v1 · Andrei Cristian Nica, Akshaya Vishnu Kudlu Shanbhogue, Harshil Shah et al.2025 · 0 citationsarXiv
Incremental Sequence Classification with Temporal Consistency2505.16548v2 · Lucas Maystre, Gabriel Barello, Tudor Berariu et al.2025 · 0 citationsarXiv
Training Neural Samplers with Reverse Diffusive KL Divergence2410.12456v2 · Jiajun He, Wenlin Chen, Mingtian Zhang et al.2024 · 0 citationsarXiv
RotRNN: Modelling Long Sequences with Rotations2407.07239v3 · Kai Biegun, Rares Dolga, Jake Cunningham et al.2024 · 0 citationsarXiv
Improving Probabilistic Diffusion Models With Optimal Diagonal Covariance Matching2406.10808v4 · Zijing Ou, Mingtian Zhang, Andi Zhang et al.2024 · 1 citationarXiv
Towards algorithm auditing: managing legal, ethical and technological risks of AI, ML and associated algorithms.39076787 · Koshiyama, Adriano, Kazim, Emre, Treleaven, Philip et al.2024 · 109 citationsRoyal Society open science. 2024;11(5):230859
Mortality surrogates in combined pulmonary fibrosis and emphysema.37973176 · Zhao, An, Gudmundsson, Eyjolfur, Mogulkoc, Nesrin et al.2024 · 26 citationsThe European respiratory journal. 2024;63(4)
Unifying Linear-Time Attention via Latent Probabilistic Modelling2402.17512v5 · Rares Dolga, Lucas Maystre, Marius Cobzarenco et al.2024 · 0 citationsarXiv
Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning2402.12177v4 · Mingtian Zhang, Shawn Lan, Peter Hayes et al.2024 · 0 citationsarXiv
Active Preference Learning for Large Language Models2402.08114v2 · William Muldrew, Peter Hayes, Mingtian Zhang et al.2024 · 0 citationsarXiv
Diffusive Gibbs Sampling2402.03008v5 · Wenlin Chen, Mingtian Zhang, Brooks Paige et al.2024 · 2 citationsarXiv
A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study.37600411 · Lu, Yaozhi, Aslani, Shahab, Zhao, An et al.2024 · 32 citationsHeliyon. 2023;9(8):e18695
Moment Matching Denoising Gibbs Sampling2305.11650v6 · Mingtian Zhang, Alex Hawkins-Hooker, Brooks Paige et al.2023 · 0 citationsarXiv
Generalized Multiple Intent Conditioned Slot Filling2305.11023v1 · Harshil Shah, Arthur Wilcke, Marius Cobzarenco et al.2023 · 0 citationsarXiv
Smoothed Q-learning2303.08631v1 · David Barber2023 · 0 citationsarXiv
Considerations for Creating a Restricted Data Environment with Complete Primary Care Electronic Medical Record Data.36972526 · Lees, Jodie, Theal, Rebecca, Barber, David et al.2023 · 0 citationsAnnals of family medicine. 2023(21 Suppl 1)
Towards Healing the Blindness of Score Matching2209.07396v3 · Mingtian Zhang, Oscar Key, Peter Hayes et al.2022 · 0 citationsarXiv
Integrated Weak Learning2206.09496v1 · Peter Hayes, Mingtian Zhang, Raza Habib et al.2022 · 1 citationarXiv
Improving VAE-based Representation Learning2205.14539v1 · Mingtian Zhang, Tim Z. Xiao, Brooks Paige et al.2022 · 2 citationsarXiv
Generalization Gap in Amortized Inference2205.11640v2 · Mingtian Zhang, Peter Hayes, David Barber2022 · 2 citationsarXiv
Survival Analysis for Idiopathic Pulmonary Fibrosis using CT Images and Incomplete Clinical Data2203.11391v1 · Ahmed H. Shahin, Joseph Jacob, Daniel C. Alexander et al.2022 · 4 citationsarXiv
Parallel Neural Local Lossless Compression2201.05213v3 · Mingtian Zhang, James Townsend, Ning Kang et al.2022 · 3 citationsarXiv
Adaptive Optimization with Examplewise Gradients2112.00174v1 · Julius Kunze, James Townsend, David Barber2021 · 0 citationsarXiv
Sample Efficient Model Evaluation2109.12043v1 · Emine Yilmaz, Peter Hayes, Raza Habib et al.2021 · 1 citationarXiv
Mortality in combined pulmonary fibrosis and emphysema patients is determined by the sum of pulmonary fibrosis and emphysema.34435039 · Zhao, An, Gudmundsson, Eyjolfur, Mogulkoc, Nesrin et al.2021 · 10 citationsERJ open research. 2021;7(3)
Locally-Contextual Nonlinear CRFs for Sequence Labeling2103.16210v1 · Harshil Shah, Tim Xiao, David Barber2021 · 1 citationarXiv
Reducing the Computational Cost of Deep Generative Models with Binary Neural Networks2010.13476v2 · Thomas Bird, Friso H. Kingma, David Barber2020 · 5 citationsarXiv
Representation Learning for High-Dimensional Data Collection under Local Differential Privacy2010.12464v3 · Alex Mansbridge, Gregory Barbour, Davide Piras et al.2020 · 0 citationsarXiv
Learning disentangled representations with the Wasserstein Autoencoder2010.03459v1 · Benoit Gaujac, Ilya Feige, David Barber2020 · 11 citationsarXiv
Learning Deep-Latent Hierarchies by Stacking Wasserstein Autoencoders2010.03467v1 · Benoit Gaujac, Ilya Feige, David Barber2020 · 0 citationsarXiv
Addressing Catastrophic Forgetting in Few-Shot Problems2005.00146v3 · Pauching Yap, Hippolyt Ritter, David Barber2020 · 11 citationsarXiv
Private Machine Learning via Randomised Response2001.04942v2 · David Barber2020 · 0 citationsarXiv
HiLLoC: Lossless Image Compression with Hierarchical Latent Variable Models1912.09953v1 · James Townsend, Thomas Bird, Julius Kunze et al.2019 · 28 citationsarXiv
Gaussian Mean Field Regularizes by Limiting Learned Information.33267472 · Kunze, Julius, Kirsch, Louis, Ritter, Hippolyt et al.2020 · 2 citationsEntropy (Basel, Switzerland). 2019;21(8)
Variational f-divergence Minimization1907.11891v2 · Mingtian Zhang, Thomas Bird, Raza Habib et al.2019 · 10 citationsarXiv
Practical Lossless Compression with Latent Variables using Bits Back Coding1901.04866v1 · James Townsend, Tom Bird, David Barber2019 · 80 citationsarXiv
Computed Tomographic Biomarkers in Idiopathic Pulmonary Fibrosis. The Future of Quantitative Analysis.29986154 · Wu, Xiaoping, Kim, Grace H, Salisbury, Margaret L et al.2019 · 151 citationsAmerican journal of respiratory and critical care medicine. 2019;199(1):12-21
Spread Divergence1811.08968v5 · Mingtian Zhang, Peter Hayes, Tom Bird et al.2018 · 1 citationVolume 119: International Conference on Machine Learning, 13-18 July 2020, Virtual
Modular Networks: Learning to Decompose Neural Computation1811.05249v1 · Louis Kirsch, Julius Kunze, David Barber2018 · 58 citationsarXiv
Stochastic Variational Optimization1809.04855v1 · Thomas Bird, Julius Kunze, David Barber2018 · 12 citationsarXiv
Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers1809.03137v3 · Zhen He, Jian Li, Daxue Liu et al.2018 · 43 citationsarXiv
Generative Neural Machine Translation1806.05138v1 · Harshil Shah, David Barber2018 · 38 citationsarXiv
Generating Sentences Using a Dynamic Canvas1806.05178v1 · Harshil Shah, Bowen Zheng, David Barber2018 · 4 citationsarXiv
Gaussian mixture models with Wasserstein distance1806.04465v1 · Benoit Gaujac, Ilya Feige, David Barber2018 · 11 citationsarXiv
Improving latent variable descriptiveness with AutoGen1806.04480v1 · Alex Mansbridge, Roberto Fierimonte, Ilya Feige et al.2018 · 1 citationarXiv
Online Structured Laplace Approximations For Overcoming Catastrophic Forgetting1805.07810v1 · Hippolyt Ritter, Aleksandar Botev, David Barber2018 · 188 citationsarXiv
Career total: 302 works. 66 are in this corpus.Showing the 50 most recent.
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