Papers
Interpretable Predictive Modeling for Climate Variables with Weighted Lasso
Sijie He, Xinyan Li, Vidyashankar Sivakumar et al.
Deep Bayesian Optimization on Attributed Graphs
Jiaxu Cui, Bo Yang, Xia Hu
Modelling Autobiographical Memory Loss across Life Span
Di Wang, Ah-Hwee Tan, Chunyan Miao et al.
Simulation-Based Approach to Efficient Commonsense Reasoning in Very Large Knowledge Bases
Abhishek Sharma, Keith M. Goolsbey
Scalable Recollections for Continual Lifelong Learning
Matthew Riemer, Tim Klinger, Djallel Bouneffouf et al.
Attentive Tensor Product Learning
Qiuyuan Huang, Li Deng, Dapeng Wu et al.
Human-Like Sketch Object Recognition via Analogical Learning
Kezhen Chen, Irina Rabkina, Matthew D. McLure et al.
MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons
Malu Zhang, Jibin Wu, Yansong Chua et al.
TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding
Lei Zhang, Shengyuan Zhou, Tian Zhi et al.
Direct Training for Spiking Neural Networks: Faster, Larger, Better
Yujie Wu, Lei Deng, Guoqi Li et al.
Cognitive Deficit of Deep Learning in Numerosity
Xiaolin Wu, Xi Zhang, Xiao Shu
DeepDPM: Dynamic Population Mapping via Deep Neural Network
Zefang Zong, Jie Feng, Kechun Liu et al.
One-Class Adversarial Nets for Fraud Detection
Panpan Zheng, Shuhan Yuan, Xintao Wu et al.
SAFE: A Neural Survival Analysis Model for Fraud Early Detection
Panpan Zheng, Shuhan Yuan, Xintao Wu
Incorporating Semantic Similarity with Geographic Correlation for Query-POI Relevance Learning
Ji Zhao, Dan Peng, Chuhan Wu et al.
Optimal Interdiction of Urban Criminals with the Aid of Real-Time Information
Youzhi Zhang, Qingyu Guo, Bo An et al.
MetaStyle: Three-Way Trade-off among Speed, Flexibility, and Quality in Neural Style Transfer
Chi Zhang, Yixin Zhu, Song-Chun Zhu
Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization
Kejing Yin, Dong Qian, William K. Cheung et al.
TET-GAN: Text Effects Transfer via Stylization and Destylization
Shuai Yang, Jiaying Liu, Wenjing Wang et al.
A2-Net: Molecular Structure Estimation from Cryo-EM Density Volumes
Kui Xu, Zhe Wang, Jianping Shi et al.
On Strength Adjustment for MCTS-Based Programs
I-Chen Wu, Ti-Rong Wu, An-Jen Liu et al.
G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification
Bingzhe Wu, Xiaolu Zhang, Shiwan Zhao et al.
Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification
Mingliang Wang, Jiashuang Huang, Mingxia Liu et al.
Private Model Compression via Knowledge Distillation
Ji Wang, Weidong Bao, Lichao Sun et al.