Papers
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
Concorde: Morphological Agreement in Conversational Models
Daniil Polykovskiy, Dmitry Soloviev, Sergey Nikolenko
Adversarial TableQA: Attention Supervision for Question Answering on Tables
Minseok Cho, Reinald Kim Amplayo, Seung-won Hwang et al.
Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation
Chen Shen, Yuhong Guo
Batch Normalized Deep Boltzmann Machines
Hung Vu, Tu Dinh Nguyen, Trung Le et al.
A Faster Sampling Algorithm for Spherical k-means
Rameshwar Pratap, Anup Deshmukh, Pratheeksha Nair et al.
Deep Fully-Connected Part-Based Models for Human Pose Estimation
Rodrigo de Bem, Anurag Arnab, Stuart Golodetz et al.
Preconditioned Conjugate Gradient Methods in Truncated Newton Frameworks for Large-scale Linear Classification
Chih-Yang Hsia, Wei-Lin Chiang, Chih-Jen Lin
Underwater Image Restoration Based on Convolutional Neural Network
Yan Hu, Keyan Wang, Xi Zhao et al.