Unveiling the frontiers of deep learning: innovations shaping diverse domains

6 September 2023

Papers citing "Unveiling the frontiers of deep learning: innovations shaping diverse domains"

50 / 68 papers shown

Title
Physics-informed deep-learning applications to experimental fluid mechanics Hamidreza Eivazi Yuning Wang Ricardo Vinuesa PINN AI4CE 37 46 0 29 Mar 2022
Audio representations for deep learning in sound synthesis: A review Anastasia Natsiou Seán O'Leary AI4TS 45 18 0 07 Jan 2022
Paradigm Shift in Natural Language Processing Tianxiang Sun Xiangyang Liu Xipeng Qiu Xuanjing Huang 152 82 0 26 Sep 2021
Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey Ngan Le V. Rathour Kashu Yamazaki Khoa Luu Marios Savvides VLM AI4TS 40 161 0 25 Aug 2021
PyLightcurve-torch: a transit modelling package for deep learning applications in PyTorch M. Morvan A. Tsiaras N. Nikolaou Ingo P. Waldmann 45 13 0 03 Nov 2020
ProDOMA: improve PROtein DOMAin classification for third-generation sequencing reads using deep learning Du Nan Jiayu Shang Yanni Sun 16 8 0 26 Sep 2020
Automatic identification of fossils and abiotic grains during carbonate microfacies analysis using deep convolutional neural networks Xiaokang Liu Haijun Song 44 37 0 24 Sep 2020
Improved Lite Audio-Visual Speech Enhancement Shang-Yi Chuang Hsin-Min Wang Yu Tsao 54 34 0 30 Aug 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 60 2,932 0 09 Jun 2020
Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods Yucheng Chen Yingli Tian Mingyi He 3DH 49 356 0 02 Jun 2020
A Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications Onur Avcı Osama Abdeljaber S. Kiranyaz M. Hussein Moncef Gabbouj D. Inman 28 879 0 09 Apr 2020
Deep learning for smart fish farming: applications, opportunities and challenges Xinting Yang Song Zhang Jintao Liu Qinfeng Gao S. Dong Chao Zhou AI4CE 54 236 0 06 Apr 2020
On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement Ashutosh Pandey DeLiang Wang 51 52 0 10 Feb 2020
Deep Learning for Financial Applications : A Survey A. Ozbayoglu M. U. Gudelek Omer Berat Sezer AIFin AI4CE 62 389 0 09 Feb 2020
Deep Audio-Visual Learning: A Survey Hao Zhu Mandi Luo Rui Wang A. Zheng Ran He 61 159 0 14 Jan 2020
Deep Learning vs. Traditional Computer Vision Niall O' Mahony S. Campbell A. Carvalho S. Harapanahalli G. Velasco-Hernández L. Krpalkova Daniel Riordan Joseph Walsh VLM 48 904 0 30 Oct 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 51 812 0 10 Aug 2019
Chainer: A Deep Learning Framework for Accelerating the Research Cycle Seiya Tokui Ryosuke Okuta Takuya Akiba Yusuke Niitani Toru Ogawa Shunta Saito Shuji Suzuki Kota Uenishi Brian K. Vogel Hiroyuki Yamazaki Vincent BDL AI4CE 41 130 0 01 Aug 2019
Neural Arabic Question Answering Hussein Mozannar Karl El Hajal Elie Maamary Hazem M. Hajj 46 136 0 12 Jun 2019
BARISTA: Efficient and Scalable Serverless Serving System for Deep Learning Prediction Services Anirban Bhattacharjee A. Chhokra Zhuangwei Kang Hongyang Sun A. Gokhale G. Karsai 47 63 0 02 Apr 2019
Deep Learning on Mobile Devices - A Review Yunbin Deng 41 120 0 21 Mar 2019
Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control Tianshu Chu Jie Wang Lara Codecà Zhaojian Li 42 666 0 11 Mar 2019
Deep learning in bioinformatics: introduction, application, and perspective in big data era Yu Li Chao Huang Lizhong Ding Zhongxiao Li Yijie Pan Xin Gao AI4CE 55 300 0 28 Feb 2019
Physics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled Data Yinhao Zhu N. Zabaras P. Koutsourelakis P. Perdikaris PINN AI4CE 83 866 0 18 Jan 2019
What is the Effect of Importance Weighting in Deep Learning? Jonathon Byrd Zachary Chase Lipton 87 459 0 08 Dec 2018
TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep LearningInference in Function as a Service Environments Abdul Dakkak Cheng-rong Li Simon Garcia De Gonzalo Jinjun Xiong Wen-mei W. Hwu 25 19 0 24 Nov 2018
Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering Medhini Narasimhan Alex Schwing 62 105 0 04 Sep 2018
Deep learning in agriculture: A survey A. Kamilaris F. Prenafeta-Boldú 63 2,994 0 31 Jul 2018
Assessing fish abundance from underwater video using deep neural networks Ranju Mandal R. Connolly T. Schlacher Bela Stantic 42 59 0 16 Jul 2018
Deep Face Recognition: A Survey Mei Wang Weihong Deng NoLa 113 1,231 0 18 Apr 2018
Exploring Disentangled Feature Representation Beyond Face Identification Yu Liu Fangyin Wei Jing Shao Lu Sheng Junjie Yan Xiaogang Wang CoGe CVBM 50 156 0 10 Apr 2018
3D Human Pose Estimation in the Wild by Adversarial Learning Wei Yang Wanli Ouyang Xinyu Wang Jimmy S. J. Ren Hongsheng Li Xiaogang Wang 3DH 70 373 0 26 Mar 2018
Scalable and accurate deep learning for electronic health records A. Rajkomar Eyal Oren Kai Chen Andrew M. Dai Nissan Hajaj ... A. Butte M. Howell Claire Cui Greg S. Corrado Jeffrey Dean OOD BDL 143 2,139 0 24 Jan 2018
UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition Jiankang Deng Shiyang Cheng Niannan Xue Yuxiang Zhou Stefanos Zafeiriou CVBM 58 202 0 13 Dec 2017
TensorFlow Distributions Joshua V. Dillon I. Langmore Dustin Tran E. Brevdo Srinivas Vasudevan David A. Moore Brian Patton Alexander A. Alemi Matt Hoffman Rif A. Saurous GP 96 351 0 28 Nov 2017
Weighted Transformer Network for Machine Translation Karim Ahmed N. Keskar R. Socher 63 133 0 06 Nov 2017
Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling Arka Daw Anuj Karpatne William Watkins J. Read Vipin Kumar PINN 38 533 0 31 Oct 2017
RGB-D-based Human Motion Recognition with Deep Learning: A Survey Pichao Wang W. Li P. Ogunbona Jun Wan Sergio Escalera 3DH 65 354 0 31 Oct 2017
A Hybrid DSP/Deep Learning Approach to Real-Time Full-Band Speech Enhancement J. Valin 61 192 0 24 Sep 2017
Deep Learning for Medical Image Analysis Mina Rezaei Haojin Yang Christoph Meinel 73 2,057 0 17 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 71 2,834 0 09 Aug 2017
Deep Learning for Sensor-based Activity Recognition: A Survey Jindong Wang Yiqiang Chen Shuji Hao Xiaohui Peng Lisha Hu HAI 40 1,629 0 12 Jul 2017
Using Transfer Learning for Image-Based Cassava Disease Detection Amanda Ramcharan Kelsee Baranowski Peter McClowsky Babuali Ahmed J. Legg David P. Hughes 39 560 0 19 Jun 2017
Level Playing Field for Million Scale Face Recognition A. Nech Ira Kemelmacher-Shlizerman CVBM 67 191 0 01 May 2017
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 169 2,878 0 14 Mar 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 600 10,741 0 19 Feb 2017
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation Xiaomei Zhao Yihong Wu Guidong Song Zhenye Li Yazhuo Zhang Yong-Xian Fan MedIm 42 672 0 15 Feb 2017
Towards Accurate Multi-person Pose Estimation in the Wild George Papandreou Tyler Lixuan Zhu Nori Kanazawa Alexander Toshev Jonathan Tompson C. Bregler Kevin Patrick Murphy 3DH 134 804 0 06 Jan 2017
Visualizing and Understanding Curriculum Learning for Long Short-Term Memory Networks Volkan Cirik Eduard H. Hovy Louis-Philippe Morency 53 71 0 18 Nov 2016
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 112 2,089 0 14 Nov 2016