Title
On GANs and GMMs Eitan Richardson Yair Weiss GAN 23 149 0 31 May 2018
Short-term Load Forecasting with Deep Residual Networks Kunjin Chen Kunlong Chen Qin Wang Ziyu He Jun Hu Jinliang He 31 463 0 30 May 2018
AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks Chun-Chen Tu Pai-Shun Ting Pin-Yu Chen Sijia Liu Huan Zhang Jinfeng Yi Cho-Jui Hsieh Shin-Ming Cheng MLAU AAML 20 394 0 30 May 2018
Improved Mixed-Example Data Augmentation Cecilia Summers M. Dinneen 30 159 0 29 May 2018
NengoDL: Combining deep learning and neuromorphic modelling methods Daniel Rasmussen MoE VLM 16 92 0 28 May 2018
Adaptive neural network classifier for decoding MEG signals I. Zubarev Rasmus Zetter Hanna-Leena Halme L. Parkkonen 24 46 0 28 May 2018
Approximating Real-Time Recurrent Learning with Random Kronecker Factors Asier Mujika Florian Meier Angelika Steger 11 60 0 28 May 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings Dat Quoc Nguyen Karin Verspoor NAI MedIm 13 46 0 27 May 2018
Accelerating CNN inference on FPGAs: A Survey K. Abdelouahab Maxime Pelcat Jocelyn Serot F. Berry AI4CE 30 147 0 26 May 2018
Meta-Gradient Reinforcement Learning Zhongwen Xu H. V. Hasselt David Silver 38 324 0 24 May 2018
Taming Convergence for Asynchronous Stochastic Gradient Descent with Unbounded Delay in Non-Convex Learning Xin Zhang Jia-Wei Liu Zhengyuan Zhu 16 17 0 24 May 2018
Deep Active Learning for Anomaly Detection Tiago Pimentel Marianne Monteiro Adriano Veloso N. Ziviani 30 39 0 23 May 2018
Classifying cooking object's state using a tuned VGG convolutional neural network Rahul Paul 19 13 0 23 May 2018
Neural networks for post-processing ensemble weather forecasts S. Rasp Sebastian Lerch 23 343 0 23 May 2018
Meta-Learning with Hessian-Free Approach in Deep Neural Nets Training Boyu Chen Wenlian Lu Ernest Fokoue 21 1 0 22 May 2018
Deep Energy Estimator Networks Saeed Saremi Arash Mehrjou Bernhard Schölkopf Aapo Hyvarinen 17 73 0 21 May 2018
VideoCapsuleNet: A Simplified Network for Action Detection Kevin Duarte Yogesh S Rawat M. Shah MedIm 29 165 0 21 May 2018
Faster Neural Network Training with Approximate Tensor Operations Menachem Adelman Kfir Y. Levy Ido Hakimi M. Silberstein 29 26 0 21 May 2018
Generative Creativity: Adversarial Learning for Bionic Design Simiao Yu Hao Dong Pan Wang Chao Wu Yike Guo GAN 33 8 0 19 May 2018
Scanner: Efficient Video Analysis at Scale Alex Poms Will Crichton Pat Hanrahan Kayvon Fatahalian 24 57 0 18 May 2018
Low-Cost Recurrent Neural Network Expected Performance Evaluation Andrés Camero J. Toutouh Enrique Alba 24 20 0 18 May 2018
MOABB: Trustworthy algorithm benchmarking for BCIs V. Jayaram A. Barachant 11 173 0 16 May 2018
Lightweight Pyramid Networks for Image Deraining Xueyang Fu Borong Liang Yue Huang Xinghao Ding John Paisley 18 323 0 16 May 2018
Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning Xianfu Chen Honggang Zhang Celimuge Wu S. Mao Yusheng Ji Medhi Bennis OffRL 13 483 0 16 May 2018
Gradient-Leaks: Understanding and Controlling Deanonymization in Federated Learning Tribhuvanesh Orekondy Seong Joon Oh Yang Zhang Bernt Schiele Mario Fritz PICV FedML 359 37 0 15 May 2018
2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input Tae Joon Jun Dohyeun Kim Hoang Minh Nguyen Daeyoung Kim Y. Eom MedIm 13 6 0 15 May 2018
Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes Tongfei Chen Jirí Navrátil Vijay Iyengar Karthikeyan Shanmugam 10 42 0 14 May 2018
Hu-Fu: Hardware and Software Collaborative Attack Framework against Neural Networks Wenshuo Li Jincheng Yu Xuefei Ning Pengjun Wang Qi Wei Yu Wang Huazhong Yang AAML 31 61 0 14 May 2018
Towards scalable pattern-based optimization for dense linear algebra D. Berényi András Leitereg G. Lehel 11 4 0 11 May 2018
Unifying Data, Model and Hybrid Parallelism in Deep Learning via Tensor Tiling Minjie Wang Chien-chin Huang Jinyang Li FedML 32 25 0 10 May 2018
Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks S. Shashikumar Amit J. Shah Gari D. Clifford S. Nemati 19 78 0 07 May 2018
Predicting Race and Ethnicity From the Sequence of Characters in a Name Rajashekar Chintalapati Suriyan Laohaprapanon G. Sood 9 185 0 05 May 2018
Various Approaches to Aspect-based Sentiment Analysis Amlaan Bhoi Sandeep Joshi 8 18 0 05 May 2018
Dynamic Control Flow in Large-Scale Machine Learning Yuan Yu Martín Abadi P. Barham E. Brevdo M. Burrows ... Michael Isard M. Kudlur R. Monga D. Murray Xiaoqiang Zheng AI4CE 24 106 0 04 May 2018
Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond D. Kollias Panagiotis Tzirakis M. Nicolaou A. Papaioannou Guoying Zhao Björn Schuller I. Kotsia S. Zafeiriou CVBM 27 441 0 29 Apr 2018
A Nonparametric Ensemble Binary Classifier and its Statistical Properties Tanujit Chakraborty A. Chakraborty C. A. Murthy 9 18 0 29 Apr 2018
A Bimodal Learning Approach to Assist Multi-sensory Effects Synchronization R. Abreu J. Santos Eduardo Bezerra 26 8 0 28 Apr 2018
Adaptive pooling operators for weakly labeled sound event detection Brian McFee Justin Salamon J. P. Bello 22 148 0 26 Apr 2018
Profile-guided memory optimization for deep neural networks Taro Sekiyama T. Imamichi Haruki Imai Raymond H. Putra 28 22 0 26 Apr 2018
Driving Policy Transfer via Modularity and Abstraction Matthias Muller Alexey Dosovitskiy Guohao Li V. Koltun 31 223 0 25 Apr 2018
Parameter Transfer Unit for Deep Neural Networks Yinghua Zhang Yu Zhang Qiang Yang 11 22 0 23 Apr 2018
Large Receptive Field Networks for High-Scale Image Super-Resolution George Seif D. Androutsos SupR 31 24 0 22 Apr 2018
Joint entity recognition and relation extraction as a multi-head selection problem Giannis Bekoulis Johannes Deleu Thomas Demeester Chris Develder 17 371 0 20 Apr 2018
Deep Multimodal Subspace Clustering Networks Mahdi Abavisani Vishal M. Patel 28 163 0 17 Apr 2018
Particle-based pedestrian path prediction using LSTM-MDL models Ronny Hug S. Becker Wolfgang Hubner Michael Arens 41 32 0 16 Apr 2018
OmicsMapNet: Transforming omics data to take advantage of Deep Convolutional Neural Network for discovery Shiyong Ma Zhen Zhang 22 27 0 14 Apr 2018
Amobee at SemEval-2018 Task 1: GRU Neural Network with a CNN Attention Mechanism for Sentiment Classification A. Rozental Daniel Fleischer 11 30 0 12 Apr 2018
Benchmark data and method for real-time people counting in cluttered scenes using depth sensors Shijie Sun Naveed Akhtar Huansheng Song Chaoyang Zhang Jianxin Li Ajmal Mian 42 64 0 12 Apr 2018
DeepMarks: A Digital Fingerprinting Framework for Deep Neural Networks Huili Chen B. Rouhani F. Koushanfar FedML 19 61 0 10 Apr 2018
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing Jian-jun Zhao Jianshu Li Yu Cheng Li Zhou Terence Sim Shuicheng Yan Jiashi Feng 13 173 0 10 Apr 2018