Self-Supervised Contrastive Pre-Training for Multivariate Point Processesby Xiao Shou, Dharmashankar Subramanian, Debarun Bhattacharjya, Tian Gao,…
SLIM: Skill Learning with Multiple Criticsby David Emukpere, Bingbing Wu, Julien Perez, Jean-Michel RendersFirst submitted…
A Survey of Data-Efficient Graph Learningby Wei Ju, Siyu Yi, Yifan Wang, Qingqing Long, Junyu…
Self-supervised learning of video representations from a child’s perspectiveby A. Emin Orhan, Wentao Wang, Alex…
Adapting Amidst Degradation: Cross Domain Li-ion Battery Health Estimation via Physics-Guided Test-Time Trainingby Yuyuan Feng,…
Optimizing contrastive learning for cortical folding pattern detectionby Aymeric Gaudin, Louise Guillon, Clara Fischer, Arnaud…
Diffusion model for relational inferenceby Shuhan Zheng, Ziqiang Li, Kantaro Fujiwara, Gouhei TanakaFirst submitted to…
Informal Safety Guarantees for Simulated Optimizers Through Extrapolation from Partial Simulationsby Luke MarksFirst submitted to…
Hybrid Transformer and Spatial-Temporal Self-Supervised Learning for Long-term Traffic Predictionby Wang Zhu, Doudou Zhang, Baichao…
MLEM: Generative and Contrastive Learning as Distinct Modalities for Event Sequencesby Viktor Moskvoretskii, Dmitry Osin,…