Hybrid Classical-Quantum architecture for vectorised image classification of hand-written sketches

8 July 2024

Papers citing "Hybrid Classical-Quantum architecture for vectorised image classification of hand-written sketches"

27 / 27 papers shown

Title
SketchGPT: Autoregressive Modeling for Sketch Generation and Recognition Adarsh Tiwari Sanket Biswas Josep Lladós 61 3 0 06 May 2024
Variational quantum simulation: a case study for understanding warm starts Ricard Puig-i-Valls Marc Drudis Supanut Thanasilp Zoë Holmes 70 20 0 15 Apr 2024
Better than classical? The subtle art of benchmarking quantum machine learning models Joseph Bowles Shahnawaz Ahmed Maria Schuld 71 75 0 11 Mar 2024
Curriculum reinforcement learning for quantum architecture search under hardware errors Yash J. Patel Akash Kundu M. Ostaszewski X. Bonet-Monroig Vedran Dunjko Onur Danaci 55 25 0 05 Feb 2024
Does provable absence of barren plateaus imply classical simulability? Or, why we need to rethink variational quantum computing M. Cerezo Martín Larocca Diego García-Martín N. L. Diaz Paolo Braccia ... Pablo Bermejo Aroosa Ijaz Supanut Thanasilp Eric R. Anschuetz Zoë Holmes 60 134 0 14 Dec 2023
A hybrid quantum-classical fusion neural network to improve protein-ligand binding affinity predictions for drug discovery L. Domingo M. Chehimi S. Banerjee S. H. Yuxun S. Konakanchi L. Ogunfowora S. Roy S. Selvaras M. Djukic C. Johnson AI4CE 39 7 0 06 Sep 2023
Do Quantum Circuit Born Machines Generalize? Kaitlin Gili Mohamed Hibat-Allah M. Mauri C. Ballance A. Perdomo-Ortiz 112 30 0 27 Jul 2022
Group-Invariant Quantum Machine Learning Martín Larocca F. Sauvage Faris M. Sbahi Guillaume Verdon Patrick J. Coles M. Cerezo AI4CE 49 123 0 04 May 2022
Out-of-distribution generalization for learning quantum dynamics Matthias C. Caro Hsin-Yuan Huang Nic Ezzell Joe Gibbs A. Sornborger L. Cincio Patrick J. Coles Zoë Holmes OODD OOD 60 85 0 21 Apr 2022
Quantum advantage in learning from experiments Hsin-Yuan Huang Michael Broughton Jordan S. Cotler Sitan Chen Jingkai Li ... Hartmut Neven Ryan Babbush R. Kueng J. Preskill Jarrod R. McClean 48 477 0 01 Dec 2021
Generalization in quantum machine learning from few training data Matthias C. Caro Hsin-Yuan Huang M. Cerezo Kunal Sharma A. Sornborger L. Cincio Patrick J. Coles 87 372 0 09 Nov 2021
Quantum machine learning beyond kernel methods Sofiene Jerbi Lukas J. Fiderer Hendrik Poulsen Nautrup Jonas M. Kubler Hans J. Briegel Vedran Dunjko 54 170 0 25 Oct 2021
Classical-to-Quantum Transfer Learning for Spoken Command Recognition Based on Quantum Neural Networks Jun Qi Javier Tejedor 60 43 0 17 Oct 2021
Quantum Optimization for Training Quantum Neural Networks Yidong Liao Min-hsiu Hsieh C. Ferrie 47 16 0 31 Mar 2021
Variational Quantum Algorithms M. Cerezo A. Arrasmith Ryan Babbush S. Benjamin Suguru Endo ... Jarrod R. McClean K. Mitarai Xiao Yuan L. Cincio Patrick J. Coles 98 2,519 0 16 Dec 2020
Sketch-Guided Object Localization in Natural Images Aditay Tripathi Rajath R Dani Anand Mishra Anirban Chakraborty 57 27 0 14 Aug 2020
BézierSketch: A generative model for scalable vector sketches Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song 31 58 0 04 Jul 2020
Learning Task-General Representations with Generative Neuro-Symbolic Modeling Reuben Feinman Brenden M. Lake GAN 47 19 0 25 Jun 2020
TensorFlow Quantum: A Software Framework for Quantum Machine Learning Michael Broughton Guillaume Verdon Trevor McCourt Antonio J. Martinez Jae Hyeon Yoo ... Sergio Boixo Dave Bacon Alan K. Ho Hartmut Neven Masoud Mohseni VLM AI4CE 46 207 0 06 Mar 2020
Predicting Many Properties of a Quantum System from Very Few Measurements Hsin-Yuan Huang R. Kueng J. Preskill 48 1,100 0 18 Feb 2020
Transfer learning in hybrid classical-quantum neural networks A. Mari T. Bromley J. Izaac Maria Schuld N. Killoran 49 287 0 17 Dec 2019
Learning to learn with quantum neural networks via classical neural networks Guillaume Verdon Michael Broughton Jarrod R. McClean Kevin J Sung Ryan Babbush Zhang Jiang Hartmut Neven Masoud Mohseni 43 196 0 11 Jul 2019
Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval S. Dey Pau Riba Anjan Dutta Josep Llados Yi-Zhe Song 50 181 0 06 Apr 2019
Continuous-variable quantum neural networks N. Killoran T. Bromley J. M. Arrazola Maria Schuld N. Quesada S. Lloyd GNN 41 358 0 18 Jun 2018
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 83 1,818 0 29 Mar 2018
A Neural Representation of Sketch Drawings David R Ha Douglas Eck 99 868 0 11 Apr 2017
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 152 4,033 0 04 Aug 2013