Papers
734 papers found
Hypernetwork-based Implicit Posterior Estimation and Model Averaging of CNN
Kenya Ukai, Takashi Matsubara, Kuniaki Uehara
Joint Patch-Group Based Sparse Representation for Image Inpainting
Zhiyuan Zha, Xin Yuan, Bihan Wen et al.
Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction
Junyuan Shang, Shenda Hong, Yuxi Zhou et al.
Learning Selfie-Friendly Abstraction from Artistic Style Images
Yicun Liu, Jimmy Ren, Jianbo Liu et al.
Making Classifier Chains Resilient to Class Imbalance
Bin Liu, Grigorios Tsoumakas
Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach
Yifan Guo, Weixian Liao, Qianlong Wang et al.
Optimization Algorithm Inspired Deep Neural Network Structure Design
Huan Li, Yibo Yang, Dongmin Chen et al.
Person Re-identification by Mid-level Attribute and Part-based Identity Learning
Guopeng Zhang, Jinhua Xu
Preconditioned Conjugate Gradient Methods in Truncated Newton Frameworks for Large-scale Linear Classification
Chih-Yang Hsia, Wei-Lin Chiang, Chih-Jen Lin
Profitable Bandits
Mastane Achab, Stephan Clémençon, Aurélien Garivier
RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets
Yaling Tao, Kentaro Takagi, Kouta Nakata
Refining Synthetic Images with Semantic Layouts by Adversarial Training
Tongtong Zhao, Yuxiao Yan, JinJia Peng et al.
Relative Attribute Learning with Deep Attentive Cross-image Representation
Zeshang Zhang, Yingming Li, Zhongfei Zhang
ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks
Iurii Kemaev, Daniil Polykovskiy, Dmitry Vetrov
RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs
Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara
SecureNets: Secure Inference of Deep Neural Networks on an Untrusted Cloud
Xuhui Chen, Jinlong Ji, Lixing Yu et al.
Stock Price Prediction Using Attention-based Multi-Input LSTM
Hao Li, Yanyan Shen, Yanmin Zhu
Structured Gaussian Processes with Twin Multiple Kernel Learning
Çiğdem Ak, Önder Ergönül, Mehmet Gönen
TVT: Two-View Transformer Network for Video Captioning
Ming Chen, Yingming Li, Zhongfei Zhang et al.
Underwater Image Restoration Based on Convolutional Neural Network
Yan Hu, Keyan Wang, Xi Zhao et al.
Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation
Chen Shen, Yuhong Guo
Who Are Raising Their Hands? Hand-Raiser Seeking Based on Object Detection and Pose Estimation
Huayi Zhou, Fei Jiang, Ruimin Shen
ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian Detection
Chong Shang, Haizhou Ai, Zijie Zhuang et al.
Accumulated Gradient Normalization
Joeri R. Hermans, Gerasimos Spanakis, Rico Möckel
A Covariance Matrix Adaptation Evolution Strategy for Direct Policy Search in Reproducing Kernel Hilbert Space
Ngo Anh Vien, Viet-Hung Dang, TaeChoong Chung