Asia
XAGen: 3D Expressive Human Avatars Generation
Recent advances in 3D-aware GAN models have enabled the generation of realistic and controllable human body images. However, existing methods focus on the control of major body joints, neglecting the manipulation of expressive attributes, such as facial expressions, jaw poses, hand poses, and so on.
Multivariate Time Series Imputation with Generative Adversarial Networks
Yonghong Luo, Xiangrui Cai, Ying ZHANG, Jun Xu, Yuan xiaojie
Neural Information Processing Systems http://nips.cc/
Spatial-Aware Feature Aggregation for Image based Cross-View Geo-Localization
Yujiao Shi, Liu Liu, Xin Yu, Hongdong Li
Existing deep methods overlook those appearance and geometric differences, and instead use a brute force training procedure, leading to inferior performance.
Training Deep Models Faster with Robust, Approximate Importance Sampling
Tyler B. Johnson, Carlos Guestrin
Neural Information Processing Systems http://nips.cc/
RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization
Multi-agent systems are characterized by environmental uncertainty, varying policies of agents, and partial observability, which result in significant risks.
Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams
However, PDs are point multi-sets which can not be used in machine learning algorithms for vector data.
Similarity-Navigated Conformal Prediction for Graph Neural Networks
However, these results lack reliable uncertainty estimates.