Title
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models Tong Niu Joey Tianyi Zhou AAML 21 85 0 06 Sep 2018
DeepHunter: Hunting Deep Neural Network Defects via Coverage-Guided Fuzzing Xiaofei Xie L. Ma Felix Juefei Xu Hongxu Chen Minhui Xue Bo-wen Li Yang Liu Jianjun Zhao Jianxiong Yin Simon See 43 40 0 04 Sep 2018
Improving the Expressiveness of Deep Learning Frameworks with Recursion Eunji Jeong Joo Seong Jeong Soojeong Kim Gyeong-In Yu Byung-Gon Chun 23 18 0 04 Sep 2018
An Adaptive Locally Connected Neuron Model: Focusing Neuron F. Boray Tek 15 5 0 31 Aug 2018
Chest X-ray Inpainting with Deep Generative Models Ecem Sogancioglu Shi Hu Davide Belli Bram van Ginneken GAN MedIm 24 20 0 29 Aug 2018
Smoothed Dilated Convolutions for Improved Dense Prediction Zhengyang Wang Shuiwang Ji 27 160 0 27 Aug 2018
Attentive Sequence to Sequence Translation for Localizing Clips of Interest by Natural Language Descriptions Ke Ning Linchao Zhu Ming Cai Yi Yang Di Xie Fei Wu 21 2 0 27 Aug 2018
Data Motifs: A Lens Towards Fully Understanding Big Data and AI Workloads Wanling Gao Jianfeng Zhan Lei Wang Chunjie Luo Daoyi Zheng ... Chen Zheng Xu Wen Qiang Yang Haibin Wang Rui Ren 11 35 0 26 Aug 2018
DeepCorr: Strong Flow Correlation Attacks on Tor Using Deep Learning Milad Nasr Alireza Bahramali Amir Houmansadr AAML 14 153 0 22 Aug 2018
Are You Tampering With My Data? Michele Alberti Vinaychandran Pondenkandath Marcel Würsch Manuel Bouillon Mathias Seuret Rolf Ingold Marcus Liwicki AAML 37 19 0 21 Aug 2018
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension Liang Wang Sujian Li Wei-Ye Zhao Kewei Shen Meng Sun Ruoyu Jia Jingming Liu 25 7 0 20 Aug 2018
Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures Mengjia Yan Christopher W. Fletcher Josep Torrellas MIACV FedML 31 244 0 14 Aug 2018
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
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 19 224 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 24 41 0 07 Aug 2018
Deep convolutional recurrent autoencoders for learning low-dimensional feature dynamics of fluid systems F. J. Gonzalez Maciej Balajewicz AI4CE 22 138 0 03 Aug 2018
Supporting Very Large Models using Automatic Dataflow Graph Partitioning Minjie Wang Chien-chin Huang Jinyang Li 46 154 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 24 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 26 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 52 582 0 19 Jul 2018
Hierarchical Multitask Learning for CTC-based Speech Recognition Kalpesh Krishna Shubham Toshniwal Karen Livescu 19 44 0 17 Jul 2018
Layer-wise Relevance Propagation for Explainable Recommendations Homanga Bharadhwaj FAtt 21 8 0 17 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 32 497 0 14 Jul 2018
Tangent Convolutions for Dense Prediction in 3D Maxim Tatarchenko Jaesik Park V. Koltun Qian-Yi Zhou 3DV 3DPC MDE 27 542 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 9 26 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 11 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 13 43 0 13 Jun 2018
Reservoir Computing Hardware with Cellular Automata Alejandro Morán Christiam F. Frasser J. Rosselló 21 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 21 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 14 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 16 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 32 140 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 19 301 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 28 381 0 04 Jun 2018