Papers citing 'Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes'

Title
Complexity of Symbolic Representation in Working Memory of Transformer Correlates with the Complexity of a Task Alsu Sagirova Andrey Kravchenko 142 3 0 20 Jun 2024
Discrete Neural Algorithmic Reasoning Gleb Rodionov Liudmila Prokhorenkova OOD NAI 249 6 0 18 Feb 2024
Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory ArchitectureInternational Conference on Machine Learning (ICML), 2023 Sangjun Park Jinyeong Bak CLL 267 5 0 04 Oct 2023
Scaling Transformer to 1M tokens and beyond with RMT Aydar Bulatov Yuri Kuratov Yermek Kapushev Andrey Kravchenko LRM 271 105 0 19 Apr 2023
Recurrent Memory TransformerNeural Information Processing Systems (NeurIPS), 2022 Aydar Bulatov Yuri Kuratov Andrey Kravchenko CLL 276 145 0 14 Jul 2022
A survey on GANs for computer vision: Recent research, analysis and taxonomyComputer Science Review (CSR), 2022 Guillermo Iglesias Edgar Talavera Alberto Díaz-Álvarez EGVM AI4TS 259 85 0 21 Mar 2022
Combining Modular Skills in Multitask Learning Edoardo Ponti Alessandro Sordoni Yoshua Bengio Siva Reddy MoE 265 41 0 28 Feb 2022
Measuring and Improving BERT's Mathematical Abilities by Predicting the Order of ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Piotr Pikekos Henryk Michalewski Mateusz Malinowski 161 30 0 07 Jun 2021
Inductive Biases for Deep Learning of Higher-Level CognitionProceedings of the Royal Society A (Proc. R. Soc. A), 2020 Anirudh Goyal Yoshua Bengio AI4CE 416 413 0 30 Nov 2020
Memory Transformer Andrey Kravchenko Yuri Kuratov Anton Peganov Grigory V. Sapunov RALM 208 85 0 20 Jun 2020
Memory-Augmented Recurrent Networks for Dialogue Coherence David Donahue Yuanliang Meng Anna Rumshisky 99 0 0 16 Oct 2019
Understanding Memory Modules on Learning Simple Algorithms Kexin Wang Yu Zhou Shaonan Wang Jiajun Zhang Chengqing Zong 120 0 0 01 Jul 2019
A review on Neural Turing Machine Soroor Malekmohamadi Faradonbe Faramarz Safi Esfahani AI4CE 241 6 0 10 Apr 2019
Learning Numeracy: Binary Arithmetic with Neural Turing Machines Jacopo Castellini 149 2 0 04 Apr 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Moonsu Han Minki Kang Hyunwoo Jung Sung Ju Hwang RALM 219 22 0 14 Mar 2019
Learning To Follow Directions in Street ViewAAAI Conference on Artificial Intelligence (AAAI), 2019 Karl Moritz Hermann Mateusz Malinowski Piotr Wojciech Mirowski Andras Banki-Horvath Keith Anderson R. Hadsell SSL 234 72 0 01 Mar 2019
Beyond the Memory Wall: A Case for Memory-centric HPC System for Deep Learning Youngeun Kwon Minsoo Rhu 115 64 0 18 Feb 2019
Partially Non-Recurrent Controllers for Memory-Augmented Neural Networks Naoya Taguchi Yoshimasa Tsuruoka 95 1 0 30 Dec 2018
Learning What to Remember: Long-term Episodic Memory Networks for Learning from Streaming Data Hyunwoo Jung Moonsu Han Minki Kang Sung Ju Hwang CLL KELM RALM 94 5 0 11 Dec 2018
Learning to Remember, Forget and Ignore using Attention Control in Memory T. S. Jayram Younes Bouhadjar Ryan L. McAvoy Tomasz Kornuta Alexis Asseman K. Rocki A. Ozcan CLL 91 5 0 28 Sep 2018
Chinese Poetry Generation with a Working Memory Model Xiaoyuan Yi Maosong Sun Ruoyu Li Zonghan Yang 151 48 0 12 Sep 2018
Learning Visual Question Answering by Bootstrapping Hard Attention Mateusz Malinowski Carl Doersch Adam Santoro Peter W. Battaglia OOD 254 98 0 01 Aug 2018
Implementing Neural Turing Machines Mark Collier Jöran Beel 143 53 0 23 Jul 2018
Latent Alignment and Variational Attention Yuntian Deng Yoon Kim Justin T. Chiu Demi Guo Alexander M. Rush BDL 127 115 0 10 Jul 2018
A Memory Network Approach for Story-based Temporal Summarization of 360° Videos Sangho Lee Jinyoung Sung Youngjae Yu Gunhee Kim 193 69 0 08 May 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling Tao Shen Wanrong Zhu Guodong Long Jing Jiang Sen Wang Chengqi Zhang AI4TS 236 148 0 31 Jan 2018
Hungarian Layer: Logics Empowered Neural Architecture Han Xiao Yidong Chen Xiaodong Shi 121 4 0 07 Dec 2017
Modeling Past and Future for Neural Machine Translation Zaixiang Zheng Hao Zhou Shujian Huang Lili Mou Xinyu Dai Jiajun Chen Zhaopeng Tu 185 49 0 27 Nov 2017
A Read-Write Memory Network for Movie Story Understanding Seil Na Sangho Lee Jisung Kim Gunhee Kim AIMat 322 100 0 27 Sep 2017
Labeled Memory Networks for Online Model Adaptation Shiv Shankar Sunita Sarawagi KELM 206 3 0 05 Jul 2017
Search Engine Guided Non-Parametric Neural Machine Translation Jiatao Gu Yong Wang Dong Wang Victor O.K. Li 174 51 0 20 May 2017
Learning to Remember Rare Events Lukasz Kaiser Ofir Nachum Aurko Roy Samy Bengio RALM CLL 266 382 0 09 Mar 2017
Frustratingly Short Attention Spans in Neural Language ModelingInternational Conference on Learning Representations (ICLR), 2017 Michal Daniluk Tim Rocktaschel Johannes Welbl Sebastian Riedel 197 116 0 15 Feb 2017
Memory Augmented Neural Networks with Wormhole Connections Çağlar Gülçehre A. Chandar Yoshua Bengio 150 64 0 30 Jan 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 775 1,717 0 25 Jan 2017
Tracking the World State with Recurrent Entity Networks Mikael Henaff Jason Weston Arthur Szlam Antoine Bordes Yann LeCun KELM 228 232 0 12 Dec 2016
Learning Operations on a Stack with Neural Turing Machines T. Deleu Joseph Dureau 103 9 0 02 Dec 2016
Lie-Access Neural Turing Machines Greg Yang Alexander M. Rush 98 6 0 09 Nov 2016
End-to-End Answer Chunk Extraction and Ranking for Reading Comprehension Yang Yu Wei Zhang K. Hasan Mo Yu Bing Xiang Bowen Zhou 194 77 0 31 Oct 2016
Lie Access Neural Turing Machine Greg Yang KELM 185 17 0 28 Feb 2016