Papers
An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering
Hui Han Chin, Paul Pu Liang
RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs
Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara
Fast Dynamic Convolutional Neural Networks for Visual
Tracking
Zhiyan Cui, Na Lu, Xue Jing et al.
A Joint Selective Mechanism for Abstractive Sentence Summarization
Junjie Fu, Gongshen Liu
Efficient Mechanisms for Peer Grading and Dueling Bandits
Chuang-Chieh Lin, Chi-Jen Lu
Boosting Dynamic Programming with Neural Networks for Solving NP-hard Problems
Feidiao Yang, Tiancheng Jin, Tie-Yan Liu et al.
Fast Randomized PCA for Sparse Data
Xu Feng, Yuyang Xie, Mingye Song et al.
Profitable Bandits
Mastane Achab, Stephan Clémençon, Aurélien Garivier
A Data Driven Approach to Predicting Rating Scores for New Restaurants
Xiaochen Wang, Yanyan Shen, Yanmin Zhu
Deep Multi-instance Learning with Dynamic Pooling
Yongluan Yan, Xinggang Wang, Xiaojie Guo et al.
SecureNets: Secure Inference of Deep Neural Networks on an Untrusted Cloud
Xuhui Chen, Jinlong Ji, Lixing Yu et al.
Optimization Algorithm Inspired Deep Neural Network Structure Design
Huan Li, Yibo Yang, Dongmin Chen et al.
Construction of Incoherent Dictionaries via Direct Babel Function Minimization
Huan Li, Zhouchen Lin
CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning
Xin Wen, Zheng-Jun Zha, Zilei Wang et al.
Cartoon-to-Photo Facial Translation with Generative Adversarial Networks
Junhong Huang, Mingkui Tan, Yuguang Yan et al.
Deep Embedded Clustering with Data Augmentation
Xifeng Guo, En Zhu, Xinwang Liu et al.
Adversarial Neural Machine Translation
Lijun Wu, Yingce Xia, Fei Tian et al.
Character-based BiLSTM-CRF Incorporating POS and Dictionaries for Chinese Opinion Target Extraction
Yanzeng Li, Tingwen Liu, Diying Li et al.
Collaboratively Weighting Deep and Classic Representation via l_2 Regularization for Image Classification
Shaoning Zeng, Bob Zhang, Yanghao Zhang et al.
ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian Detection
Chong Shang, Haizhou Ai, Zijie Zhuang et al.
Who Are Raising Their Hands? Hand-Raiser Seeking Based on Object Detection and Pose Estimation
Huayi Zhou, Fei Jiang, Ruimin Shen
Stock Price Prediction Using Attention-based Multi-Input LSTM
Hao Li, Yanyan Shen, Yanmin Zhu
Extracting Invariant Features From Images Using An Equivariant Autoencoder
Denis Kuzminykh, Daniil Polykovskiy, Alexander Zhebrak
ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks
Iurii Kemaev, Daniil Polykovskiy, Dmitry Vetrov