Blocks and Fuel: Frameworks for deep learning

1 June 2015

Papers citing "Blocks and Fuel: Frameworks for deep learning"

40 / 40 papers shown

Title
Unveiling the frontiers of deep learning: innovations shaping diverse domains Shams Forruque Ahmed Md. Sakib Bin Alam Maliha Kabir Shaila Afrin Sabiha Jannat Rafa Aanushka Mehjabin Amir H. Gandomi AI4CE 42 2 0 06 Sep 2023
Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation Parnia Bahar Christopher Brix Hermann Ney 19 24 0 09 Oct 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 24 116 0 21 Jul 2018
Neural Machine Translation Decoding with Terminology Constraints Eva Hasler Adria de Gispert Gonzalo Iglesias Bill Byrne AI4CE 26 108 0 09 May 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 31 60 0 28 Mar 2018
Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation Felix Stahlberg Danielle Saunders Gonzalo Iglesias Bill Byrne 36 11 0 20 Mar 2018
SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation Abel S. Zacarias Luís A. Alexandre CLL 32 12 0 22 Feb 2018
TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks Heng-Tze Cheng Zakaria Haque Lichan Hong M. Ispir Clemens Mewald ... Yuan Tang Philipp Tucker Martin Wicke Cassandra Xia Jianwei Xie 29 32 0 08 Aug 2017
Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras Keunwoo Choi Deokjin Joo Juho Kim VLM 19 72 0 19 Jun 2017
Stochastic Sequential Neural Networks with Structured Inference Hao Liu Haoli Bai Lirong He Zenglin Xu BDL 23 3 0 24 May 2017
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search Chris Hokamp Qun Liu 24 372 0 24 Apr 2017
A Robust Adaptive Stochastic Gradient Method for Deep Learning Çağlar Gülçehre Jose M. R. Sotelo Marcin Moczulski Yoshua Bengio ODL 24 25 0 02 Mar 2017
Boundary-Seeking Generative Adversarial Networks R. Devon Hjelm Athul Paul Jacob Tong Che Adam Trischler Kyunghyun Cho Yoshua Bengio GAN 23 170 0 27 Feb 2017
Gated Multimodal Units for Information Fusion John Arevalo Thamar Solorio Manuel Montes-y-Gómez Fabio Gonzalez 33 371 0 07 Feb 2017
Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks Wenjie Qu Mohammad Pezeshki Philemon Brakel Saizheng Zhang Yoshua Bengio Aaron Courville 27 366 0 10 Jan 2017
Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices Felix Stahlberg Adria de Gispert Eva Hasler Bill Byrne 40 48 0 12 Dec 2016
Invariant Representations for Noisy Speech Recognition Dmitriy Serdyuk Kartik Audhkhasi Philemon Brakel Bhuvana Ramabhadran Samuel Thomas Yoshua Bengio OOD 21 68 0 27 Nov 2016
Learning Language-Visual Embedding for Movie Understanding with Natural-Language Atousa Torabi Niket Tandon Leonid Sigal 22 97 0 26 Sep 2016
RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks P. Doetsch Albert Zeyer P. Voigtlaender Ilya Kulikov Ralf Schluter Hermann Ney 26 74 0 02 Aug 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 57 635 0 24 Jul 2016
Exact gradient updates in time independent of output size for the spherical loss family Pascal Vincent A. D. Brébisson Xavier Bouthillier 8 2 0 26 Jun 2016
Adversarially Learned Inference Vincent Dumoulin Ishmael Belghazi Ben Poole Olivier Mastropietro Alex Lamb Martín Arjovsky Aaron Courville GAN 20 1,310 0 02 Jun 2016
A Neural Autoregressive Approach to Collaborative Filtering Yin Zheng Bangsheng Tang Wenkui Ding Hanning Zhou BDL 21 223 0 31 May 2016
Syntactically Guided Neural Machine Translation Felix Stahlberg Eva Hasler Aurelien Waite Bill Byrne 27 65 0 15 May 2016
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 40 2,335 0 09 May 2016
Recurrent Batch Normalization Tim Cooijmans Nicolas Ballas César Laurent Çağlar Gülçehre Aaron Courville ODL 19 410 0 30 Mar 2016
Deep Learning in Bioinformatics Seonwoo Min Byunghan Lee Sungroh Yoon AI4CE 3DV 36 1,351 0 21 Mar 2016
From virtual demonstration to real-world manipulation using LSTM and MDN Rouhollah Rahmatizadeh P. Abolghasemi Aman Behal Ladislau Bölöni 32 14 0 12 Mar 2016
Parameterized Machine Learning for High-Energy Physics Pierre Baldi Kyle Cranmer Taylor Faucett Peter Sadowski D. Whiteson AI4CE PINN 26 234 0 28 Jan 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 234 624 0 06 Jan 2016
Dynamic Capacity Networks Amjad Almahairi Nicolas Ballas Tim Cooijmans Yin Zheng Hugo Larochelle Aaron Courville 33 96 0 24 Nov 2015
Task Loss Estimation for Sequence Prediction Dzmitry Bahdanau Dmitriy Serdyuk Philemon Brakel Nan Rosemary Ke J. Chorowski Aaron Courville Yoshua Bengio 38 33 0 19 Nov 2015
Improved Deep Learning Baselines for Ubuntu Corpus Dialogs Rudolf Kadlec Martin Schmid Jan Kleindienst 22 114 0 13 Oct 2015
Batch Normalized Recurrent Neural Networks César Laurent Gabriel Pereyra Philemon Brakel Wenjie Qu Yoshua Bengio 38 213 0 05 Oct 2015
Deep Convolutional Neural Networks for Smile Recognition P. Glauner CVBM 22 38 0 26 Aug 2015
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 28 1,147 0 18 Aug 2015
Artificial Neural Networks Applied to Taxi Destination Prediction A. D. Brébisson Étienne Simon Alex Auvolat Pascal Vincent Yoshua Bengio 27 185 0 31 Jul 2015
Dropout as data augmentation Xavier Bouthillier K. Konda Pascal Vincent Roland Memisevic 43 133 0 29 Jun 2015
Data Generation as Sequential Decision Making Philip Bachman Doina Precup 30 57 0 10 Jun 2015
Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets Pascal Vincent A. D. Brébisson Xavier Bouthillier 34 49 0 22 Dec 2014