Title
Multimodal Deep Neural Networks using Both Engineered and Learned Representations for Biodegradability Prediction Garrett B. Goh Khushmeen Sakloth Charles Siegel Abhinav Vishnu J. Pfaendtner HAI 28 11 0 13 Aug 2018
Text Classification using Capsules Jaeyoung Kim Sion Jang Sungchul Choi Eunjeong Lucy Park 33 160 0 12 Aug 2018
A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images Pascal Sturmfels S. Rutherford Mike Angstadt Mark Peterson Chandra S. Sripada Jenna Wiens MedIm 27 23 0 11 Aug 2018
Automatically designing CNN architectures using genetic algorithm for image classification Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen 3DV 27 603 0 11 Aug 2018
Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs F. Zuo Xiaopeng Li Patrick Young Lannan Luo Qiang Zeng Zhexin Zhang 27 224 0 08 Aug 2018
Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks Soojeong Kim Gyeong-In Yu Hojin Park Sungwoo Cho Eunji Jeong Hyeonmin Ha Sanha Lee Joo Seong Jeong Byung-Gon Chun 23 73 0 08 Aug 2018
Dynamic Temporal Pyramid Network: A Closer Look at Multi-Scale Modeling for Activity Detection Da Zhang Xiyang Dai Yuan-fang Wang 27 41 0 07 Aug 2018
Deep convolutional recurrent autoencoders for learning low-dimensional feature dynamics of fluid systems F. J. Gonzalez Maciej Balajewicz AI4CE 25 138 0 03 Aug 2018
Multi-modal Cycle-consistent Generalized Zero-Shot Learning Rafael Felix B. V. Kumar Ian Reid G. Carneiro GAN 13 351 0 01 Aug 2018
PADME: A Deep Learning-based Framework for Drug-Target Interaction Prediction Qingyuan Feng Evgenia V. Dueva Artem Cherkasov Martin Ester 21 82 0 25 Jul 2018
Supporting Very Large Models using Automatic Dataflow Graph Partitioning Minjie Wang Chien-chin Huang Jinyang Li 49 154 0 24 Jul 2018
Visual Mesh: Real-time Object Detection Using Constant Sample Density Trent Houliston Stephan Chalup ObjD 3DH 22 10 0 23 Jul 2018
Correlation Net: Spatiotemporal multimodal deep learning for action recognition N. Yudistira Takio Kurita 32 21 0 22 Jul 2018
Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model A. G. Baydin Lukas Heinrich W. Bhimji Lei Shao Saeid Naderiparizi ... Philip Torr Victor W. Lee P. Prabhat Kyle Cranmer Frank Wood 36 31 0 20 Jul 2018
Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks Guotai Wang Wenqi Li Michael Aertsen Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren UQCV MedIm OOD 67 582 0 19 Jul 2018
SySeVR: A Framework for Using Deep Learning to Detect Software Vulnerabilities Zerui Li Deqing Zou Shouhuai Xu Hai Jin Yawei Zhu Zhaoxuan Chen 9 494 0 18 Jul 2018
Hierarchical Multitask Learning for CTC-based Speech Recognition Kalpesh Krishna Shubham Toshniwal Karen Livescu 24 44 0 17 Jul 2018
Layer-wise Relevance Propagation for Explainable Recommendations Homanga Bharadhwaj FAtt 21 8 0 17 Jul 2018
Constraint-Based Visual Generation G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori 3DV GAN 21 11 0 16 Jul 2018
Scheduling Computation Graphs of Deep Learning Models on Manycore CPUs Linpeng Tang Yida Wang Theodore L. Willke Kai Li GNN 21 22 0 16 Jul 2018
Beyond Data and Model Parallelism for Deep Neural Networks Zhihao Jia Matei A. Zaharia A. Aiken GNN AI4CE 38 498 0 14 Jul 2018
Tangent Convolutions for Dense Prediction in 3D Maxim Tatarchenko Jaesik Park V. Koltun Qian-Yi Zhou 3DV 3DPC MDE 36 542 0 06 Jul 2018
MITOS-RCNN: A Novel Approach to Mitotic Figure Detection in Breast Cancer Histopathology Images using Region Based Convolutional Neural Networks S. Rao 11 26 0 04 Jul 2018
TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes Shangbang Long Jiaqiang Ruan Weixi Zhang Xin He Wenhao Wu Cong Yao 33 513 0 04 Jul 2018
Restructuring Batch Normalization to Accelerate CNN Training Wonkyung Jung Daejin Jung and Byeongho Kim Sunjung Lee Wonjong Rhee Jung Ho Ahn 24 62 0 04 Jul 2018
Task-Driven Convolutional Recurrent Models of the Visual System Aran Nayebi Daniel M. Bear J. Kubilius Kohitij Kar Surya Ganguli David Sussillo J. DiCarlo Daniel L. K. Yamins 18 150 0 20 Jun 2018
Unsupervised Deep Multi-focus Image Fusion X. Yan Syed Zulqarnain Gilani Hanlin Qin Ajmal Mian 32 44 0 19 Jun 2018
End-to-end Sampling Patterns Thomas Leimkuhler Gurprit Singh K. Myszkowski Hans-Peter Seidel Tobias Ritschel 13 2 0 18 Jun 2018
Learning to Evaluate Image Captioning Huayu Chen Guandao Yang Andreas Veit Xun Huang Serge J. Belongie 35 147 0 17 Jun 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Huayu Chen Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 25 475 0 16 Jun 2018
Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation Francis Grégoire Philippe Langlais 24 43 0 13 Jun 2018
Reservoir Computing Hardware with Cellular Automata Alejandro Morán Christiam F. Frasser J. Rosselló 29 11 0 13 Jun 2018
Imperfect Segmentation Labels: How Much Do They Matter? N. Heller Joshua Dean Nikolaos Papanikolopoulos 30 37 0 12 Jun 2018
The Effect of Network Width on the Performance of Large-batch Training Lingjiao Chen Hongyi Wang Jinman Zhao Dimitris Papailiopoulos Paraschos Koutris 29 22 0 11 Jun 2018
Free-Form Image Inpainting with Gated Convolution Jiahui Yu Zhe-nan Lin Jimei Yang Xiaohui Shen Xin Lu Thomas Huang DRL 16 1,699 0 10 Jun 2018
Does The Cloud Need Stabilizing? Murat Demirbas Aleksey Charapko Ailidani Ailijiang 19 0 0 08 Jun 2018
Semi-Supervised Learning via Compact Latent Space Clustering Konstantinos Kamnitsas Daniel Coelho De Castro Loic Le Folgoc Ian Walker Ryutaro Tanno Daniel Rueckert Ben Glocker A. Criminisi A. Nori SSL 33 89 0 07 Jun 2018
Studying the Difference Between Natural and Programming Language Corpora Casey Casalnuovo Kenji Sagae Premkumar T. Devanbu 32 34 0 06 Jun 2018
SOM-VAE: Interpretable Discrete Representation Learning on Time Series Vincent Fortuin Matthias Huser Francesco Locatello Heiko Strathmann Gunnar Rätsch BDL AI4TS 37 139 0 06 Jun 2018
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images S. Graham Hao Chen Jevgenij Gamper Qi Dou Pheng-Ann Heng David R. J. Snead Yee Wah Tsang Nasir M. Rajpoot MedIm 19 302 0 05 Jun 2018
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching from Scratch Jian Ren Zhe Li Jianchao Yang N. Xu Tianbao Yang D. Foran 35 17 0 05 Jun 2018
Evidential Deep Learning to Quantify Classification Uncertainty Murat Sensoy Lance M. Kaplan M. Kandemir OOD UQCV EDL BDL 90 953 0 05 Jun 2018
Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark Cody Coleman Daniel Kang Deepak Narayanan Luigi Nardi Tian Zhao Jian Zhang Peter Bailis K. Olukotun Christopher Ré Matei A. Zaharia 13 117 0 04 Jun 2018
Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy Qian-long Yu Songze Li Netanel Raviv Seyed Mohammadreza Mousavi Kalan Jinhyun So A. Avestimehr 47 382 0 04 Jun 2018
On GANs and GMMs Eitan Richardson Yair Weiss GAN 23 150 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 26 395 0 30 May 2018
Improved Mixed-Example Data Augmentation Cecilia Summers M. Dinneen 35 159 0 29 May 2018
NengoDL: Combining deep learning and neuromorphic modelling methods Daniel Rasmussen MoE VLM 24 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