Title
Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time Ferran Alet Maria Bauza Kenji Kawaguchi Nurullah Giray Kuru Tomas Lozano-Perez L. Kaelbling AI4CE 115 16 0 22 Sep 2020
When Healthcare Meets Off-the-Shelf WiFi: A Non-Wearable and Low-Costs Approach for In-Home Monitoring Lingchao Guo Zhaoming Lu Shuang Zhou X. Wen Zhihong He 47 12 0 21 Sep 2020
The DongNiao International Birds 10000 Dataset Jianbiao Mei Hao Dong 8 2 0 21 Sep 2020
VirtualFlow: Decoupling Deep Learning Models from the Underlying Hardware Andrew Or Haoyu Zhang M. Freedman 73 10 0 20 Sep 2020
Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition Adarsha Balaji Shihao Song Anup Das J. Krichmar N. Dutt J. Shackleford Nagarajan Kandasamy F. Catthoor 64 26 0 19 Sep 2020
QR and LQ Decomposition Matrix Backpropagation Algorithms for Square, Wide, and Deep -- Real or Complex -- Matrices and Their Software Implementation Denisa Roberts Lucas Roberts 15 0 0 19 Sep 2020
Label-Based Diversity Measure Among Hidden Units of Deep Neural Networks: A Regularization Method Chenguang Zhang Yuexian Hou D. Song Liangzhu Ge Yaoshuai Yao 31 4 0 19 Sep 2020
Conditional Image Generation with One-Vs-All Classifier Xiangrui Xu Yaqin Li Cao Yuan VLM GAN 47 12 0 18 Sep 2020
Efficient Reinforcement Learning Development with RLzoo Zihan Ding Tianyang Yu Yanhua Huang Hongming Zhang Guo Li Quancheng Guo Kai Zou Hao Dong OffRL OnRL 34 6 0 18 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 197 80 0 17 Sep 2020
Graph representation forecasting of patient's medical conditions: towards a digital twin Pietro Barbiero Ramon Vinas Torné Pietro Lio AI4CE 56 12 0 17 Sep 2020
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals Saloni Dash V. Balasubramanian Amit Sharma CML 76 70 0 17 Sep 2020
A Convolutional LSTM based Residual Network for Deepfake Video Detection Shahroz Tariq Sangyup Lee Simon S. Woo 107 78 0 16 Sep 2020
Switching Transferable Gradient Directions for Query-Efficient Black-Box Adversarial Attacks Chen Ma Shuyu Cheng Li Chen Jun Zhu Junhai Yong AAML 50 7 0 15 Sep 2020
Second-order Neural Network Training Using Complex-step Directional Derivative Siyuan Shen Tianjia Shao Kun Zhou Chenfanfu Jiang Feng Luo Yin Yang ODL 27 2 0 15 Sep 2020
Input Hessian Regularization of Neural Networks Waleed Mustafa Robert A. Vandermeulen Marius Kloft AAML 54 12 0 14 Sep 2020
Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data Kadierdan Kaheman Steven L. Brunton J. Nathan Kutz 85 84 0 12 Sep 2020
Attribute-conditioned Layout GAN for Automatic Graphic Design Jianan Li Jimei Yang Jianming Zhang Chang Liu Christina Wang Tingfa Xu AI4CE 86 105 0 11 Sep 2020
Real-time Plant Health Assessment Via Implementing Cloud-based Scalable Transfer Learning On AWS DeepLens Asim Khan Umair Nawaz Anwaar Ulhaq R. Robinson 38 40 0 09 Sep 2020
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning Shengjie Liu Q. Shi Lefei Zhang VLM 55 181 0 08 Sep 2020
Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method Michal Byra G. Styczynski C. Szmigielski P. Kalinowski L. Michalowski R. Paluszkiewicz B. Ziarkiewicz-Wróblewska K. Zieniewicz A. Nowicki AAML MedIm 64 17 0 07 Sep 2020
DV-ConvNet: Fully Convolutional Deep Learning on Point Clouds with Dynamic Voxelization and 3D Group Convolution Zhaoyu Su P. S. Tan J. Chow Jimmy Wu Yehur Cheong Yu-Hsing Wang 3DPC 40 2 0 07 Sep 2020
Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism L. McClenny U. Braga-Neto PINN 98 465 0 07 Sep 2020
Gradient-based Competitive Learning: Theory G. Cirrincione Pietro Barbiero Gabriele Ciravegna V. Randazzo SSL 13 1 0 06 Sep 2020
Anomaly Detection With Partitioning Overfitting Autoencoder Ensembles B. Lorbeer Max Botler 24 2 0 06 Sep 2020
S-SGD: Symmetrical Stochastic Gradient Descent with Weight Noise Injection for Reaching Flat Minima Wonyong Sung Iksoo Choi Jinhwan Park Seokhyun Choi Sungho Shin ODL 58 7 0 05 Sep 2020
Towards the Development of Entropy-Based Anomaly Detection in an Astrophysics Simulation Drew Schmidt B. Messer M. T. Young Michael A. Matheson 16 0 0 05 Sep 2020
Simulation-Assisted Decorrelation for Resonant Anomaly Detection K. Benkendorfer L. Le Pottier Benjamin Nachman OOD 38 50 0 04 Sep 2020
GPU-based Self-Organizing Maps for Post-Labeled Few-Shot Unsupervised Learning Lyes Khacef Vincent Gripon Benoit Miramond SSL 26 7 0 04 Sep 2020
ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using Reinforcement Learning Sheng-Chun Kao Geonhwa Jeong T. Krishna 111 96 0 04 Sep 2020
DCTRGAN: Improving the Precision of Generative Models with Reweighting S. Diefenbacher E. Eren Gregor Kasieczka A. Korol Benjamin Nachman David Shih 78 44 0 03 Sep 2020
Computational Analysis of Deformable Manifolds: from Geometric Modelling to Deep Learning Stefan C. Schonsheck 37 0 0 03 Sep 2020
Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial Networks Peyman Tahghighi R. Zoroofi Sareh Saffi Alireza Ramezani GAN MedIm 26 1 0 03 Sep 2020
Smoke Testing for Machine Learning: Simple Tests to Discover Severe Defects Steffen Herbold Tobias Haar 58 11 0 03 Sep 2020
Simulating Unknown Target Models for Query-Efficient Black-box Attacks Chen Ma Lixing Chen Junhai Yong MLAU OOD 93 17 0 02 Sep 2020
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives Alexander Mathis Steffen Schneider Jessy Lauer Mackenzie W. Mathis 112 168 0 01 Sep 2020
Training Deep Neural Networks with Constrained Learning Parameters Prasanna Date C. Carothers J. Mitchell James A. Hendler M. Magdon-Ismail 30 1 0 01 Sep 2020
Tensor Relational Algebra for Machine Learning System Design Binhang Yuan Dimitrije Jankov Jia Zou Yu-Shuen Tang Daniel Bourgeois C. Jermaine 84 26 0 01 Sep 2020
InClass Nets: Independent Classifier Networks for Nonparametric Estimation of Conditional Independence Mixture Models and Unsupervised Classification Konstantin T. Matchev Prasanth Shyamsundar CML 62 0 0 31 Aug 2020
Learning to Localize Actions from Moments Fuchen Long Ting Yao Zhaofan Qiu Xinmei Tian Jiebo Luo Tao Mei 66 17 0 31 Aug 2020
A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms Yizhou Sun Xian Sun Yuhan Fang Gary G. Yen 90 43 0 30 Aug 2020
Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition Wei Li James Qin Chung-Cheng Chiu Ruoming Pang Yanzhang He 85 14 0 30 Aug 2020
Using Machine Learning for Particle Track Identification in the CLAS12 Detector Polykarpos Thomadakis A. Angelopoulos G. Gavalian Nikos Chrisochoides VOT 23 7 0 28 Aug 2020
Type-driven Neural Programming by Example Kiara Grouwstra NAI 145 1 0 28 Aug 2020
Continuous Regularized Wasserstein Barycenters Lingxiao Li Aude Genevay Mikhail Yurochkin Justin Solomon 72 48 0 28 Aug 2020
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video Mariana-Iuliana Georgescu Radu Tudor Ionescu Fahad Shahbaz Khan Marius Popescu M. Shah 131 162 0 27 Aug 2020
Edge and Identity Preserving Network for Face Super-Resolution Jong-Han Kim Gen Li Inyong Yun Cheolkon Jung Joongkyu Kim SupR CVBM 74 38 0 27 Aug 2020
NASirt: AutoML based learning with instance-level complexity information Habib Asseiss Neto Ronnie Cley de Oliveira Alves S. Campos 60 3 0 26 Aug 2020
MutaGAN: A Seq2seq GAN Framework to Predict Mutations of Evolving Protein Populations D. S. Berman Craig Howser T. Mehoke Jared D. Evans 62 10 0 26 Aug 2020
FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems Yuwei Hu Zihao Ye Minjie Wang Jiali Yu Da Zheng Mu Li Zheng Zhang Zhiru Zhang Yida Wang GNN 114 81 0 26 Aug 2020