Papers
Co-Occurrence Estimation from Aggregated Data with Auxiliary Information
Tomoharu Iwata, Naoki Marumo
Semi-Supervised Learning for Maximizing the Partial AUC
Tomoharu Iwata, Akinori Fujino, Naonori Ueda
Word-Level Contextual Sentiment Analysis with Interpretability
Tomoki Ito, Kota Tsubouchi, Hiroki Sakaji et al.
Control Flow Graph Embedding Based on Multi-Instance Decomposition for Bug Localization
Xuan Huo, Ming Li, Zhi-Hua Zhou
Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning
Binyuan Hui, Pengfei Zhu, Qinghua Hu
DIANet: Dense-and-Implicit Attention Network
Zhongzhan Huang, Senwei Liang, Mingfu Liang et al.
Meta-Learning PAC-Bayes Priors in Model Averaging
Yimin Huang, Weiran Huang, Liang Li et al.
Feature Variance Regularization: A Simple Way to Improve the Generalizability of Neural Networks
Ranran Huang, Hanbo Sun, Ji Liu et al.
Unsupervised Nonlinear Feature Selection from High-Dimensional Signed Networks
Qiang Huang, Tingyu Xia, Huiyan Sun et al.
DWM: A Decomposable Winograd Method for Convolution Acceleration
Di Huang, Xishan Zhang, Rui Zhang et al.
Towards Interpretation of Pairwise Learning
Mengdi Huai, Di Wang, Chenglin Miao et al.
Query-Driven Multi-Instance Learning
Yen-Chi Hsu, Cheng-Yao Hong, Ming-Sui Lee et al.
TellTail: Fast Scoring and Detection of Dense Subgraphs
Bryan Hooi, Kijung Shin, Hemank Lamba et al.
End-to-End Unpaired Image Denoising with Conditional Adversarial Networks
Zhiwei Hong, Xiaocheng Fan, Tao Jiang et al.
An Attention-Based Graph Neural Network for Heterogeneous Structural Learning
Huiting Hong, Hantao Guo, Yucheng Lin et al.
Reasoning on Knowledge Graphs with Debate Dynamics
Marcel Hildebrandt, Jorge Andres Quintero Serna, Yunpu Ma et al.
Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory
Kyle Helfrich, Qiang Ye
EPOC: Efficient Perception via Optimal Communication
Masoumeh Heidari Kapourchali, Bonny Banerjee
Heterogeneous Transfer Learning with Weighted Instance-Correspondence Data
Yuwei He, Xiaoming Jin, Guiguang Ding et al.
SNEQ: Semi-Supervised Attributed Network Embedding with Attention-Based Quantisation
Tao He, Lianli Gao, Jingkuan Song et al.
Interpretable and Differentially Private Predictions
Frederik Harder, Matthias Bauer, Mijung Park
Robust Federated Learning via Collaborative Machine Teaching
Yufei Han, Xiangliang Zhang
High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Segmentation
Mohammad Hamghalam, Baiying Lei, Tianfu Wang
AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning
Yunhui Guo, Yandong Li, Liqiang Wang et al.
IWE-Net: Instance Weight Network for Locating Negative Comments and its application to improve Traffic User Experience
Lan-Zhe Guo, Feng Kuang, Zhang-Xun Liu et al.