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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Compositionality decomposed: how do neural networks generalise? Dieuwke Hupkes Verna Dankers Mathijs Mul Elia Bruni CoGe 28 320 0 22 Aug 2019
Quantile Convolutional Neural Networks for Value at Risk Forecasting Gábor Petneházi AI4TS 13 2 0 21 Aug 2019
Human Mesh Recovery from Monocular Images via a Skeleton-disentangled Representation Yu Sun Yun Ye Wu Liu Wenpeng Gao Yili Fu Tao Mei 3DH 38 182 0 20 Aug 2019
Predicting 3D Human Dynamics from Video Jason Y. Zhang Panna Felsen Angjoo Kanazawa Jitendra Malik 3DH 24 110 0 13 Aug 2019
$Modeling continuous-time stochastic processes using $\mathcal{N}$-Curve mixtures$ Modeling continuous-time stochastic processes using $\mathcal{N}$ -Curve mixtures Ronny Hug Wolfgang Hubner Michael Arens 20 0 0 12 Aug 2019
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 11 66 0 02 Aug 2019
LoadCNN: A Low Training Cost Deep Learning Model for Day-Ahead Individual Residential Load Forecasting Yunyou Huang Nana Wang Wanling Gao Xiaoxuan Guo Cheng Huang Tianshu Hao Jianfeng Zhan 11 5 0 01 Aug 2019
Probabilistic Motion Modeling from Medical Image Sequences: Application to Cardiac Cine-MRI Julian Krebs Tommaso Mansi N. Ayache H. Delingette DiffM MedIm 24 22 0 31 Jul 2019
Multi-task Self-Supervised Learning for Human Activity Detection Aaqib Saeed T. Ozcelebi J. Lukkien SSL 19 268 0 27 Jul 2019
Supervised and Unsupervised Neural Approaches to Text Readability Matej Martinc Senja Pollak Marko Robnik-Šikonja 6 138 0 26 Jul 2019
Temporally Consistent Horizon Lines Florian Kluger H. Ackermann M. Yang Bodo Rosenhahn AI4TS 10 16 0 23 Jul 2019
Deep Learning for Time Series Forecasting: The Electric Load Case Alberto Gasparin S. Lukovic C. Alippi AI4TS 21 219 0 22 Jul 2019
Attention Filtering for Multi-person Spatiotemporal Action Detection on Deep Two-Stream CNN Architectures João Antunes Pedro Abreu Alexandre Bernardino A. Smailagic D. Siewiorek 6 1 0 21 Jul 2019
Quant GANs: Deep Generation of Financial Time Series Magnus Wiese R. Knobloch R. Korn Peter Kretschmer GAN AI4TS AIFin 14 273 0 15 Jul 2019
Agglomerative Attention Matthew Spellings 14 0 0 15 Jul 2019
Autoencoding sensory substitution Viktor Tóth L. Parkkonen 14 6 0 14 Jul 2019
R-Transformer: Recurrent Neural Network Enhanced Transformer Z. Wang Yao Ma Zitao Liu Jiliang Tang ViT 11 105 0 12 Jul 2019
Bayesian Optimization in Variational Latent Spaces with Dynamic Compression Rika Antonova Akshara Rai Tianyu Li Danica Kragic DRL 8 17 0 10 Jul 2019
Multiplicative Models for Recurrent Language Modeling Diego Maupomé Marie-Jean Meurs KELM 8 1 0 30 Jun 2019
Universal Approximation of Input-Output Maps by Temporal Convolutional Nets Joshua Hanson Maxim Raginsky AI4TS 17 4 0 21 Jun 2019
Popularity Prediction on Social Platforms with Coupled Graph Neural Networks Qi Cao Huawei Shen Jinhua Gao Bingzheng Wei Xueqi Cheng GNN 14 130 0 21 Jun 2019
Rules of the Road: Predicting Driving Behavior with a Convolutional Model of Semantic Interactions Joey Hong Benjamin Sapp James Philbin 21 241 0 21 Jun 2019
REflex: Flexible Framework for Relation Extraction in Multiple Domains Geeticka Chauhan Matthew B. A. McDermott Peter Szolovits 6 13 0 19 Jun 2019
Probabilistic Forecasting with Temporal Convolutional Neural Network Yitian Chen Yanfei Kang Yixiong Chen Zizhuo Wang BDL AI4TS 4 316 0 11 Jun 2019
Energy Predictive Models with Limited Data using Transfer Learning Ali Hooshmand Ratnesh K. Sharma AI4TS 19 61 0 06 Jun 2019
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future Hongyin Luo Lan Jiang Yonatan Belinkov James R. Glass 6 13 0 04 Jun 2019
Improved memory in recurrent neural networks with sequential non-normal dynamics A. Orhan Xaq Pitkow 8 13 0 31 May 2019
RoNIN: Robust Neural Inertial Navigation in the Wild: Benchmark, Evaluations, and New Methods Hang Yan Sachini Herath Yasutaka Furukawa 21 247 0 30 May 2019
Geolocating Political Events in Text Andrew Halterman 6 15 0 29 May 2019
Rethinking Full Connectivity in Recurrent Neural Networks Matthijs Van Keirsbilck A. Keller Xiaodong Yang LRM 9 13 0 29 May 2019
Learning distant cause and effect using only local and immediate credit assignment D. Rawlinson Abdelrahman Ahmed Gideon Kowadlo 10 3 0 28 May 2019
Mapping high-performance RNNs to in-memory neuromorphic chips M. Nair Giacomo Indiveri 13 4 0 25 May 2019
Bivariate Beta-LSTM Kyungwoo Song Joonho Jang Seung-Jae Shin Il-Chul Moon 12 6 0 25 May 2019
On Recurrent Neural Networks for Sequence-based Processing in Communications Daniel Tandler Sebastian Dörner Sebastian Cammerer S. Brink 13 20 0 24 May 2019
Training language GANs from Scratch Cyprien de Masson dÁutume Mihaela Rosca Jack W. Rae S. Mohamed GAN SyDa 4 87 0 23 May 2019
Quantifying Long Range Dependence in Language and User Behavior to improve RNNs Francois Belletti Minmin Chen Ed H. Chi AI4TS 6 21 0 23 May 2019
Lightweight Network Architecture for Real-Time Action Recognition Alexander Kozlov Vadim Andronov Y. Gritsenko ViT 25 33 0 21 May 2019
CNNs found to jump around more skillfully than RNNs: Compositional generalization in seq2seq convolutional networks Roberto Dessì Marco Baroni UQCV 12 43 0 21 May 2019
A Seq-to-Seq Transformer Premised Temporal Convolutional Network for Chinese Word Segmentation Wei Jiang Yan Tang 15 4 0 21 May 2019
A Multi-Task Learning Framework for Extracting Drugs and Their Interactions from Drug Labels Tung Tran Ramakanth Kavuluru H. Kilicoglu 11 6 0 17 May 2019
Strong and Simple Baselines for Multimodal Utterance Embeddings Paul Pu Liang Y. Lim Yao-Hung Hubert Tsai Ruslan Salakhutdinov Louis-Philippe Morency SSL 24 30 0 14 May 2019
MobiVSR: A Visual Speech Recognition Solution for Mobile Devices Nilay Shrivastava Astitwa Saxena Yaman Kumar Singla Preeti Kaur Debanjan Mahata R. Shah 13 3 0 10 May 2019
Think Globally, Act Locally: A Deep Neural Network Approach to High-Dimensional Time Series Forecasting Rajat Sen Hsiang-Fu Yu Inderjit Dhillon AI4TS 18 346 0 09 May 2019
Temporal Graph Convolutional Networks for Automatic Seizure Detection Ian Covert B. Krishnan I. Najm Jiening Zhan Matthew Shore J. Hixson M. Po 6 67 0 03 May 2019
Human-Centered Emotion Recognition in Animated GIFs Zhengyuan Yang Yixuan Zhang Jiebo Luo 16 21 0 27 Apr 2019
Towards Explainable Anticancer Compound Sensitivity Prediction via Multimodal Attention-based Convolutional Encoders Matteo Manica Ali Oskooei Jannis Born Vigneshwar Subramanian J. Sáez-Rodríguez María Rodríguez Martínez 14 114 0 25 Apr 2019
Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Yuzhou Liu DeLiang Wang 25 157 0 25 Apr 2019
Neural-Attention-Based Deep Learning Architectures for Modeling Traffic Dynamics on Lane Graphs Matthew A. Wright Simon F. G. Ehlers R. Horowitz AI4CE GNN 12 4 0 18 Apr 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 16 1,747 0 18 Apr 2019
Beyond Correlation: A Path-Invariant Measure for Seismogram Similarity Joshua T. Dickey B. Borghetti W. Junek Richard K. Martin 11 15 0 16 Apr 2019