Title
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A Survey on Deep Learning for Neuroimaging-based Brain Disorder Analysis Li Zhang Mingliang Wang Mingxia Liu Daoqiang Zhang 88 161 0 10 May 2020
Accurate Tumor Tissue Region Detection with Accelerated Deep Convolutional Neural Networks Gabriel Tjio Xulei Yang J. Hong S. T. Wong Vanessa M. Y. Ding A. Choo Yi Su MedIm 46 1 0 18 Apr 2020
Deep learning approaches in food recognition C. Kiourt George Pavlidis Stella Markantonatou 46 27 0 04 Apr 2020
SOL: Effortless Device Support for AI Frameworks without Source Code Changes Nicolas Weber Felipe Huici 30 3 0 24 Mar 2020
Flexible numerical optimization with ensmallen Ryan R. Curtin Marcus Edel Rahul Prabhu S. Basak Zhihao Lou Conrad Sanderson 78 1 0 09 Mar 2020
Contrastive Similarity Matching for Supervised Learning Shanshan Qin N. Mudur Cengiz Pehlevan SSL DRL 69 1 0 24 Feb 2020
A Differential-form Pullback Programming Language for Higher-order Reverse-mode Automatic Differentiation Carol Mak C.-H. Luke Ong 107 10 0 19 Feb 2020
PHOTONAI -- A Python API for Rapid Machine Learning Model Development Ramona Leenings N. Winter Lucas Plagwitz V. Holstein J. Ernsting ... N. Opel Benjamin Risse Xiaoyi Jiang U. Dannlowski Tim Hahn LM&MA 76 28 0 13 Feb 2020
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence S. Raschka Joshua Patterson Corey J. Nolet AI4CE 113 505 0 12 Feb 2020
fastai: A Layered API for Deep Learning Jeremy Howard Sylvain Gugger AI4CE 137 873 0 11 Feb 2020
Considering discrepancy when calibrating a mechanistic electrophysiology model Chon Lok Lei Sanmitra Ghosh Dominic G. Whittaker Y. Aboelkassem K. Beattie ... R. W. dos Santos J. Walmsley Keith Worden Gary R. Mirams Richard D. Wilkinson 72 49 0 13 Jan 2020
Modeling Musical Structure with Artificial Neural Networks Stefan Lattner 47 2 0 06 Jan 2020
Triple Generative Adversarial Networks Chongxuan Li Kun Xu Jiashuo Liu Jun Zhu Bo Zhang GAN 85 43 0 20 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 661 42,863 0 03 Dec 2019
Survey of Attacks and Defenses on Edge-Deployed Neural Networks Mihailo Isakov V. Gadepally K. Gettings Michel A. Kinsy AAML 51 31 0 27 Nov 2019
Ghost Units Yield Biologically Plausible Backprop in Deep Neural Networks Thomas Mesnard Gaetan Vignoud João Sacramento Walter Senn Yoshua Bengio 87 7 0 15 Nov 2019
Neural Density Estimation and Likelihood-free Inference George Papamakarios BDL DRL 102 47 0 29 Oct 2019
Root Mean Square Layer Normalization Biao Zhang Rico Sennrich 133 768 0 16 Oct 2019
Inference of a mesoscopic population model from population spike trains M. Slawski A. Longtin E. Ben-David 61 13 0 03 Oct 2019
MIOpen: An Open Source Library For Deep Learning Primitives Jehandad Khan Paul Fultz Artem Tamazov Daniel Lowell Chao-Jung Liu ... Vasilii Filippov Jing Zhang Jing Zhou Bragadeesh Natarajan Mayank Daga VLM MoE 50 40 0 30 Sep 2019
Fine-grained Action Segmentation using the Semi-Supervised Action GAN Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes GAN 136 36 0 20 Sep 2019
Ludwig: a type-based declarative deep learning toolbox Piero Molino Yaroslav Dudin Sai Sumanth Miryala VLM 73 64 0 17 Sep 2019
Latent Gaussian process with composite likelihoods and numerical quadrature S. Ramchandran Miika Koskinen Harri Lähdesmäki 38 0 0 04 Sep 2019
EleAtt-RNN: Adding Attentiveness to Neurons in Recurrent Neural Networks Pengfei Zhang Jianru Xue Cuiling Lan Wenjun Zeng Zhanning Gao Nanning Zheng 72 85 0 03 Sep 2019
TapirXLA: Embedding Fork-Join Parallelism into the XLA Compiler in TensorFlow Using Tapir S. Samsi Michael Houle 24 4 0 29 Aug 2019
Co-Attention Based Neural Network for Source-Dependent Essay Scoring Haoran Zhang Diane Litman 41 47 0 06 Aug 2019
FlipTest: Fairness Testing via Optimal Transport Emily Black Samuel Yeom Matt Fredrikson 162 96 0 21 Jun 2019
A Comprehensive Study on Deep Learning Bug Characteristics Md Johirul Islam Giang Nguyen Rangeet Pan Hridesh Rajan ELM 55 311 0 03 Jun 2019
A Review of Deep Learning with Special Emphasis on Architectures, Applications and Recent Trends Saptarshi Sengupta Sanchita Basak P. Saikia Sayak Paul Vasilios Tsalavoutis Frederick Ditliac Atiah V. Ravi R. Peters AI4CE 169 348 0 30 May 2019
Reinforcement Learning and Adaptive Sampling for Optimized DNN Compilation Byung Hoon Ahn Prannoy Pilligundla H. Esmaeilzadeh 71 20 0 30 May 2019
A Predictive Model for Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data E. Kanin A. Osiptsov A. Vainshtein Evgeny Burnaev AI4CE 121 69 0 23 May 2019
Machine learning in acoustics: theory and applications Michael J. Bianco Peter Gerstoft James Traer Emma Ozanich M. Roch Sharon Gannot Charles-Alban Deledalle AI4CE 89 391 0 11 May 2019
On the Equivalence of Automatic and Symbolic Differentiation Soeren Laue 39 4 0 05 Apr 2019
Towards a Theory of Systems Engineering Processes: A Principal-Agent Model of a One-Shot, Shallow Process Salar Safarkhani Ilias Bilionis Jitesh H. Panchal 24 9 0 28 Mar 2019
Unmasking Clever Hans Predictors and Assessing What Machines Really Learn Sebastian Lapuschkin S. Wäldchen Alexander Binder G. Montavon Wojciech Samek K. Müller 110 1,023 0 26 Feb 2019
A detailed comparative study of open source deep learning frameworks Ghadeer Al-Bdour Raffi Al-Qurran M. Al-Ayyoub A. Shatnawi ELM 54 13 0 25 Feb 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 113 201 0 15 Feb 2019
Deep Divergence-Based Approach to Clustering Michael C. Kampffmeyer Sigurd Løkse F. Bianchi L. Livi Arnt-Børre Salberg Robert Jenssen 66 63 0 13 Feb 2019
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT B. D. de Vos J. Wolterink T. Leiner P. D. de Jong Nikolas Lessmann Ivana Isgum 65 88 0 12 Feb 2019
State-Regularized Recurrent Neural Networks Cheng Wang Mathias Niepert 72 40 0 25 Jan 2019
A bi-partite generative model framework for analyzing and simulating large scale multiple discrete-continuous travel behaviour data Melvin Wong Bilal Farooq 63 25 0 18 Jan 2019
A Noise-Sensitivity-Analysis-Based Test Prioritization Technique for Deep Neural Networks Long Zhang Xuechao Sun Yong Li Zhenyu Zhang AAML 53 22 0 01 Jan 2019
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Yang Zhang P. David H. Foroosh Boqing Gong SSeg 89 132 0 24 Dec 2018
Multi-Level Sequence GAN for Group Activity Recognition Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes GAN 100 26 0 18 Dec 2018
Bayesian Layers: A Module for Neural Network Uncertainty Dustin Tran Michael W. Dusenberry Mark van der Wilk Danijar Hafner UQCV BDL 131 124 0 10 Dec 2018
JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs Eunji Jeong Sungwoo Cho Gyeong-In Yu Joo Seong Jeong Dongjin Shin Byung-Gon Chun 68 25 0 04 Dec 2018
Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals Hamed Hassanzadeh Mahnoosh Kholghi Anthony N. Nguyen K. Chu 42 13 0 03 Dec 2018
The PyTorch-Kaldi Speech Recognition Toolkit Mirco Ravanelli Titouan Parcollet Yoshua Bengio VLM OffRL 60 227 0 19 Nov 2018
Learning Energy Based Inpainting for Optical Flow Christoph Vogel Huijuan Cao Thomas Pock 3DPC 146 5 0 09 Nov 2018