Adrián Bazaga

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All published works

Action	Title	Year	Authors
+ PDF Chat	TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting	2024	Andrei Margeloiu Adrián Bazaga Nikola Simidjievski Píetro Lió Mateja Jamnik
+ PDF Chat	HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs	2024	Adrián Bazaga Píetro Lió Gos Micklem
+	Unsupervised Fact Verification by Language Model Distillation	2023	Adrián Bazaga Píetro Lió Gos Micklem
+	SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation	2023	Adrián Bazaga Píetro Lió Gos Micklem
+	Language Model Knowledge Distillation for Efficient Question Answering in Spanish	2023	Adrián Bazaga Píetro Lió Gos Micklem
+	Translating synthetic natural language to database queries: a polyglot deep learning framework	2021	Adrián Bazaga Nupur Gunwant Gos Micklem
+	Translating synthetic natural language to database queries: a polyglot deep learning framework	2021	Adrián Bazaga Nupur Gunwant Gos Micklem
+ PDF Chat	A Convolutional Neural Network for the automatic diagnosis of collagen VI-related muscular dystrophies	2019	Adrián Bazaga Mónica Roldán Carmen Badosa C. Jiménez-Mallebrera Josep M. Porta
+	A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular Dystrophies	2019	Adrián Bazaga Mónica Roldán Carmen Badosa C. Jiménez-Mallebrera Josep M. Porta
+	A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular Dystrophies	2019	Adrián Bazaga Mónica Roldán Carmen Badosa C. Jiménez-Mallebrera Josep M. Porta

Common Coauthors

Coauthor	Papers Together
Gos Micklem	6
Píetro Lió	5
Carmen Badosa	3
C. Jiménez-Mallebrera	3
Josep M. Porta	3
Mónica Roldán	3
Nupur Gunwant	2
Andrei Margeloiu	1
Mateja Jamnik	1
Nikola Simidjievski	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps	2013	Karen Simonyan Andrea Vedaldi Andrew Zisserman	2
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	2
+	Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes	2016	Afonso Menegola Michel Fornaciali Ramon Pires Sandra Avila Eduardo Valle	1
+ PDF Chat	A survey on deep learning in medical image analysis	2017	Geert Litjens Thijs Kooi Babak Ehteshami Bejnordi Arnaud Arindra Adiyoso Setio Francesco Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken Clara I. Sá‎nchez	1
+	Adversarial Generation of Natural Language	2017	Sai Rajeswar Sandeep Subramanian Francis Dutil Christopher Pal Aaron Courville	1
+	Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning	2017	Victor W. Zhong Caiming Xiong Richard Socher	1
+	SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning	2017	Xiaojun Xu Chang Liu Dawn Song	1
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	1
+ PDF Chat	A comparative survey of recent natural language interfaces for databases	2019	Katrin Affolter Kurt Stockinger Abraham Bernstein	1
+	Practical Bayesian Optimization of Machine Learning Algorithms	2012	Jasper Snoek Hugo Larochelle Ryan P. Adams	1
+	Enriching Word Vectors with Subword Information	2016	Piotr Bojanowski Édouard Grave Armand Joulin Tomáš Mikolov	1
+	OpenNMT: Open-Source Toolkit for Neural Machine Translation	2017	Guillaume Klein Yoon Kim Yuntian Deng Jean Sénellart Alexander M. Rush	1
+	OpenNMT: Neural Machine Translation Toolkit	2018	Guillaume Klein Yoon Kim Yuntian Deng Vincent Nguyen Jean Sénellart Alexander M. Rush	1
+	Neural Enquirer: Learning to Query Tables in Natural Language	2016	Pengcheng Yin Zhengdong Lu Hang Li 考司杉本	1
+	Neural Machine Translation by Jointly Learning to Align and Translate	2015	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	1
+	Frameworks for Querying Databases Using Natural Language: A Literature Review	2019	Hafsa Shareef Dar M. Ikram Ullah Lali Moin Ul Din Khalid Mahmood Malik Syed Ahmad Chan Bukhari	1
+	DBPal: Weak Supervision for Learning a Natural Language Interface to Databases	2019	Nathaniel Weir Andrew Crotty Alex Galakatos Amir Ilkhechi Shekar Ramaswamy Rohin Bhushan Uğur Çetintemel Prasetya Ajie Utama Nadja Geisler Benjamin Hättasch	1
+ PDF Chat	XNet: a convolutional neural network (CNN) implementation for medical x-ray image segmentation suitable for small datasets	2019	Joseph Aylett-Bullock Carolina Cuesta-Lazaro Arnau Quera-Bofarull	1
+	Beam Search Strategies for Neural Machine Translation	2017	Markus Freitag Yaser Al-Onaizan	1
+	Language to Logical Form with Neural Attention	2016	Li Dong Mirella Lapata	1