Hierarchical Multiscale Recurrent Neural Networks

6 September 2016

Papers citing "Hierarchical Multiscale Recurrent Neural Networks"

50 / 58 papers shown

Title
Playing Hex and Counter Wargames using Reinforcement Learning and Recurrent Neural Networks Guilherme Palma P. A. Santos João Dias 43 0 0 20 Feb 2025
Selective Inference for Changepoint detection by Recurrent Neural Network Tomohiro Shiraishi Daiki Miwa Vo Nguyen Le Duy Ichiro Takeuchi 11 4 0 25 Nov 2023
Hierarchical Attention Encoder Decoder Asier Mujika BDL 22 3 0 01 Jun 2023
Bridging Discrete and Backpropagation: Straight-Through and Beyond Liyuan Liu Chengyu Dong Xiaodong Liu Bin-Xia Yu Jianfeng Gao BDL 18 20 0 17 Apr 2023
An end-to-end multi-scale network for action prediction in videos Xiaofan Liu Jianqin Yin Yuanxi Sun Zhicheng Zhang Jin Tang 19 0 0 31 Dec 2022
Long-horizon video prediction using a dynamic latent hierarchy Alexey Zakharov Qinghai Guo Z. Fountas 19 4 0 29 Dec 2022
Hyperspherical Quantization: Toward Smaller and More Accurate Models Dan Liu X. Chen Chen-li Ma Xue Liu MQ 22 3 0 24 Dec 2022
Progressive Multi-Scale Self-Supervised Learning for Speech Recognition Genshun Wan Tan Liu Hang Chen Jia-Yu Pan Cong Liu Z. Ye SSL 10 0 0 07 Dec 2022
Efficient Transformers with Dynamic Token Pooling Piotr Nawrot J. Chorowski Adrian Lañcucki E. Ponti 8 42 0 17 Nov 2022
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning Aniket Didolkar Kshitij Gupta Anirudh Goyal Nitesh B. Gundavarapu Alex Lamb Nan Rosemary Ke Yoshua Bengio AI4CE 110 17 0 30 May 2022
Time-multiplexed Neural Holography: A flexible framework for holographic near-eye displays with fast heavily-quantized spatial light modulators Suyeon Choi Manu Gopakumar Yifan Peng Peng Jonghyun Kim Matthew O'Toole Gordon Wetzstein 10 58 0 05 May 2022
Dependency-based Mixture Language Models Zhixian Yang Xiaojun Wan 41 2 0 19 Mar 2022
MSPred: Video Prediction at Multiple Spatio-Temporal Scales with Hierarchical Recurrent Networks Angel Villar-Corrales Ani J. Karapetyan Andreas Boltres Sven Behnke 19 11 0 17 Mar 2022
Bayesian sense of time in biological and artificial brains Z. Fountas Alexey Zakharov 27 0 0 14 Jan 2022
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP Sabrina J. Mielke Zaid Alyafeai Elizabeth Salesky Colin Raffel Manan Dey ... Arun Raja Chenglei Si Wilson Y. Lee Benoît Sagot Samson Tan 23 140 0 20 Dec 2021
Variational Predictive Routing with Nested Subjective Timescales Alexey Zakharov Qinghai Guo Z. Fountas BDL AI4TS 35 9 0 21 Oct 2021
Soft Actor-Critic With Integer Actions Ting-Han Fan Yubo Wang 15 12 0 17 Sep 2021
Unsupervised Automatic Speech Recognition: A Review Hanan Aldarmaki Asad Ullah Nazar Zaki VLM SSL 31 56 0 09 Jun 2021
Learning Task Decomposition with Ordered Memory Policy Network Yucheng Lu Yikang Shen Siyuan Zhou Aaron Courville J. Tenenbaum Chuang Gan 11 15 0 19 Mar 2021
CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation J. Clark Dan Garrette Iulia Turc John Wieting 25 210 0 11 Mar 2021
Multi-timescale Representation Learning in LSTM Language Models Shivangi Mahto Vy A. Vo Javier S. Turek Alexander G. Huth 10 29 0 27 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 22 79 0 17 Sep 2020
Incremental Training of a Recurrent Neural Network Exploiting a Multi-Scale Dynamic Memory Antonio Carta A. Sperduti D. Bacciu CLL 18 10 0 29 Jun 2020
Multi-fidelity Generative Deep Learning Turbulent Flows N. Geneva N. Zabaras AI4CE 14 44 0 08 Jun 2020
Statistical and Neural Network Based Speech Activity Detection in Non-Stationary Acoustic Environments Jens Heitkaemper Joerg Schmalenstroeer Reinhold Haeb-Umbach 6 9 0 20 May 2020
Multiscale Collaborative Deep Models for Neural Machine Translation Xiangpeng Wei Heng Yu Yue Hu Yue Zhang Rongxiang Weng Weihua Luo 19 28 0 29 Apr 2020
Generating new concepts with hybrid neuro-symbolic models Reuben Feinman Brenden Lake BDL 24 13 0 19 Mar 2020
Disentangled Speech Embeddings using Cross-modal Self-supervision Arsha Nagrani Joon Son Chung Samuel Albanie Andrew Zisserman SSL 11 88 0 20 Feb 2020
MEMO: A Deep Network for Flexible Combination of Episodic Memories Andrea Banino Adria Puigdomenech Badia Raphael Köster Martin Chadwick V. Zambaldi Demis Hassabis Caswell Barry M. Botvinick D. Kumaran Charles Blundell KELM 18 33 0 29 Jan 2020
Encoding word order in complex embeddings Benyou Wang Donghao Zhao Christina Lioma Qiuchi Li Peng Zhang J. Simonsen 9 111 0 27 Dec 2019
Understanding and Improving Layer Normalization Jingjing Xu Xu Sun Zhiyuan Zhang Guangxiang Zhao Junyang Lin FAtt 18 338 0 16 Nov 2019
Compressive Transformers for Long-Range Sequence Modelling Jack W. Rae Anna Potapenko Siddhant M. Jayakumar Timothy Lillicrap RALM VLM KELM 11 618 0 13 Nov 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs Dongyeop Kang Hiroaki Hayashi A. Black Eduard H. Hovy 8 8 0 30 Aug 2019
Scalable Syntax-Aware Language Models Using Knowledge Distillation A. Kuncoro Chris Dyer Laura Rimell S. Clark Phil Blunsom 25 26 0 14 Jun 2019
Hangul Fonts Dataset: a Hierarchical and Compositional Dataset for Investigating Learned Representations J. Livezey Ahyeon Hwang Jacob Yeung K. Bouchard 28 0 0 23 May 2019
Modeling Recurrence for Transformer Jie Hao Xing Wang Baosong Yang Longyue Wang Jinfeng Zhang Zhaopeng Tu 23 85 0 05 Apr 2019
Learning Multimodal Graph-to-Graph Translation for Molecular Optimization Wengong Jin Kevin Kaichuang Yang Regina Barzilay Tommi Jaakkola 23 224 0 03 Dec 2018
Learning to Discover, Ground and Use Words with Segmental Neural Language Models Kazuya Kawakami Chris Dyer Phil Blunsom VLM 15 11 0 23 Nov 2018
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Yikang Shen Shawn Tan Alessandro Sordoni Aaron Courville 18 322 0 22 Oct 2018
Improving the Expressiveness of Deep Learning Frameworks with Recursion Eunji Jeong Joo Seong Jeong Soojeong Kim Gyeong-In Yu Byung-Gon Chun 13 18 0 04 Sep 2018
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning Max Jaderberg Wojciech M. Czarnecki Iain Dunning Luke Marris Guy Lever ... Joel Z. Leibo David Silver Demis Hassabis Koray Kavukcuoglu T. Graepel OffRL 16 713 0 03 Jul 2018
The streaming rollout of deep networks - towards fully model-parallel execution Volker Fischer Jan M. Köhler Thomas Pfeil 11 16 0 13 Jun 2018
Temporal Difference Variational Auto-Encoder Karol Gregor George Papamakarios F. Besse Lars Buesing Theophane Weber DRL 16 126 0 08 Jun 2018
Low-pass Recurrent Neural Networks - A memory architecture for longer-term correlation discovery T. Stepleton Razvan Pascanu Will Dabney Siddhant M. Jayakumar Hubert Soyer Rémi Munos 11 4 0 13 May 2018
An Analysis of Neural Language Modeling at Multiple Scales Stephen Merity N. Keskar R. Socher 14 170 0 22 Mar 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 8 4,708 0 04 Mar 2018
DVAE++: Discrete Variational Autoencoders with Overlapping Transformations Arash Vahdat W. Macready Zhengbing Bian Amir Khoshaman Evgeny Andriyash 37 75 0 14 Feb 2018
Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework Qianli Ma Lifeng Shen G. Cottrell AI4TS 17 40 0 13 Nov 2017
Dilated Recurrent Neural Networks Shiyu Chang Yang Zhang Wei Han Mo Yu Xiaoxiao Guo Wei Tan Xiaodong Cui Michael Witbrock M. Hasegawa-Johnson Thomas S. Huang 10 296 0 05 Oct 2017
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks Victor Campos Brendan Jou Xavier Giró-i-Nieto Jordi Torres Shih-Fu Chang 14 217 0 22 Aug 2017