An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

4 March 2018

J. Zico Kolter

Papers citing "An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling"

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Title
Convolutional Temporal Attention Model for Video-based Person Re-identification Tanzila Rahman Mrigank Rochan Yang Wang 16 6 0 09 Apr 2019
Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems Jiaxuan You Yichen Wang Aditya Pal Pong Eksombatchai C. Rosenberg J. Leskovec 20 124 0 08 Apr 2019
Peak Alignment of Gas Chromatography-Mass Spectrometry Data with Deep Learning Mike Li X. R. Wang 18 0 0 02 Apr 2019
Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis Lei Lin Beilei Xu Wencheng Wu Trevor W. Richardson Edgar A. Bernal 10 28 0 28 Mar 2019
Uncertainty Aware Learning from Demonstrations in Multiple Contexts using Bayesian Neural Networks Sanjay Thakur H. V. Hoof J. A. G. Higuera Doina Precup D. Meger 11 14 0 13 Mar 2019
Elements of Sequential Monte Carlo C. A. Naesseth Fredrik Lindsten Thomas B. Schon 16 95 0 12 Mar 2019
SleepNet: Automated Sleep Analysis via Dense Convolutional Neural Network Using Physiological Time Series B. Pourbabaee Matthew Howe-Patterson Matthew R. Patterson F. Bénard MLAU 13 0 0 11 Mar 2019
A Deep Generative Model of Speech Complex Spectrograms Aditya Arie Nugraha Kouhei Sekiguchi Kazuyoshi Yoshii 16 19 0 08 Mar 2019
Fine-Grained Semantic Segmentation of Motion Capture Data using Dilated Temporal Fully-Convolutional Networks N. Cheema S. Hosseini J. Sprenger E. Herrmann H. Du K. Fischer P. Slusallek 8 3 0 02 Mar 2019
1D Convolutional Neural Network Models for Sleep Arousal Detection M. Zabihi Ali Bahrami Rad S. Kiranyaz Simo Särkkä M. Gabbouj 11 14 0 01 Mar 2019
Attentional Encoder Network for Targeted Sentiment Classification Youwei Song Jiahai Wang Tao Jiang Zhiyue Liu Yanghui Rao 6 274 0 25 Feb 2019
Towards Neural Mixture Recommender for Long Range Dependent User Sequences Jiaxi Tang Francois Belletti Sagar Jain Minmin Chen Alex Beutel Can Xu Ed H. Chi 11 90 0 22 Feb 2019
Towards end-to-end pulsed eddy current classification and regression with CNN X. Fu Chengkai Zhang Xiang Peng Lihua Jian Zheng Liu 12 16 0 22 Feb 2019
Audio-Linguistic Embeddings for Spoken Sentences Albert Haque Michelle Guo Prateek Verma Li Fei-Fei 17 51 0 20 Feb 2019
STCN: Stochastic Temporal Convolutional Networks Emre Aksan Otmar Hilliges BDL 11 61 0 18 Feb 2019
In a Silent Way: Communication Between AI and Improvising Musicians Beyond Sound Jon McCormack Toby Gifford P. Hutchings M. T. Rodriguez M. Yee-King M. dÍnverno 20 63 0 18 Feb 2019
Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping Michael Moor Max Horn Bastian Alexander Rieck D. Roqueiro Karsten M. Borgwardt 9 14 0 05 Feb 2019
Unsupervised Scalable Representation Learning for Multivariate Time Series Jean-Yves Franceschi Aymeric Dieuleveut Martin Jaggi SSL AI4TS 14 440 0 30 Jan 2019
State-Regularized Recurrent Neural Networks Cheng Wang Mathias Niepert 18 39 0 25 Jan 2019
Unsupervised speech representation learning using WaveNet autoencoders J. Chorowski Ron J. Weiss Samy Bengio Aaron van den Oord SSL 14 318 0 25 Jan 2019
Hierarchical Attentional Hybrid Neural Networks for Document Classification Jader Abreu Luis Fred David Macêdo Cleber Zanchettin 17 36 0 20 Jan 2019
Deep learning-based electroencephalography analysis: a systematic review Yannick Roy Hubert J. Banville Isabela Albuquerque Alexandre Gramfort T. Falk J. Faubert 15 932 0 16 Jan 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 10 3,671 0 09 Jan 2019
Fusing Body Posture with Facial Expressions for Joint Recognition of Affect in Child-Robot Interaction P. Filntisis Niki Efthymiou Petros Koutras G. Potamianos Petros Maragos CVBM 13 53 0 07 Jan 2019
Generalization Studies of Neural Network Models for Cardiac Disease Detection Using Limited Channel ECG Deepta Rajan David Beymer Girish Narayan 14 9 0 05 Jan 2019
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks Mohamed Yousef K. Hussain U. S. Mohammed 3DV 13 124 0 31 Dec 2018
Future semantic segmentation of time-lapsed videos with large temporal displacement Talha Ahmad Siddiqui Samarth Bharadwaj 16 0 0 27 Dec 2018
Adversarial Signal Denoising with Encoder-Decoder Networks Leslie Casas Attila Klimmek Nassir Navab Vasileios Belagiannis 8 20 0 20 Dec 2018
Synergy Effect between Convolutional Neural Networks and the Multiplicity of SMILES for Improvement of Molecular Prediction Talia B. Kimber Sebastian Engelke Igor V. Tetko Eric Bruno Guillaume Godin 19 36 0 11 Dec 2018
Learning 3D Human Dynamics from Video Yang Janet Liu Jason Y. Zhang Lei Lin Jitendra Malik 3DH 22 513 0 04 Dec 2018
Deep learning for pedestrians: backpropagation in CNNs L. Boué 3DV PINN 11 4 0 29 Nov 2018
Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions Albert Haque Michelle Guo Adam S. Miner Li Fei-Fei 14 109 0 21 Nov 2018
Deep Determinantal Point Processes Mike Gartrell Elvis Dohmatob Jon Alberdi 6 4 0 17 Nov 2018
Subtask Gated Networks for Non-Intrusive Load Monitoring Changho Shin Sunghwan Joo Jaeryun Yim Hyoseop Lee Taesup Moon Wonjong Rhee 12 114 0 16 Nov 2018
Benchmarking Deep Sequential Models on Volatility Predictions for Financial Time Series Qiang Zhang Kyle Birkeland Yaodong Yang Y. Liu 14 9 0 08 Nov 2018
Assessing Generalization in Deep Reinforcement Learning Charles Packer Katelyn Gao Jernej Kos Philipp Krahenbuhl V. Koltun D. Song OffRL 16 232 0 29 Oct 2018
The Newton Scheme for Deep Learning Junqing Qiu Guoren Zhong Yihua Lu Kun Xin Huihuan Qian Xi Zhu PINN 17 3 0 16 Oct 2018
Super Characters: A Conversion from Sentiment Classification to Image Classification Baohua Sun L. Yang Patrick Dong Wenhan Zhang Jason Dong Charles Young 4 32 0 15 Oct 2018
Trellis Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun 15 145 0 15 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 23 144 0 15 Oct 2018
Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery Lahiru Jayasinghe Tharaka Samarasinghe Chau Yuen Jenny Chen Ni Low S. Ge 6 63 0 12 Oct 2018
Understanding Convolutional Neural Networks for Text Classification Alon Jacovi Oren Sar Shalom Yoav Goldberg FAtt 11 216 0 21 Sep 2018
Understanding Behavior of Clinical Models under Domain Shifts Jayaraman J. Thiagarajan Deepta Rajan P. Sattigeri OOD AI4CE 16 3 0 20 Sep 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 13 1,746 0 20 Sep 2018
The Fast and the Flexible: training neural networks to learn to follow instructions from small data Rezka Leonandya Elia Bruni Dieuwke Hupkes Germán Kruszewski 11 6 0 17 Sep 2018
AUEB at BioASQ 6: Document and Snippet Retrieval Georgios-Ioannis Brokos Polyvios Liosis Ryan T. McDonald Dimitris Pappas Ion Androutsopoulos RALM 12 18 0 15 Sep 2018
Deep Audio-Visual Speech Recognition Triantafyllos Afouras Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 15 687 0 06 Sep 2018
Deep Relevance Ranking Using Enhanced Document-Query Interactions Ryan T. McDonald George Brokos Ion Androutsopoulos 8 126 0 05 Sep 2018
Convolutional Neural Network for Trajectory Prediction N. Nikhil B. Morris HAI 11 56 0 03 Sep 2018
IEA: Inner Ensemble Average within a convolutional neural network Abduallah A. Mohamed Xinrui Hua Xianda Zhou Christian G. Claudel 8 1 0 30 Aug 2018