Self-Supervised Pretext Tasks for Event Sequence Data from Detecting Misalignment

Self-Supervised Pretext Tasks for Event Sequence Data from Detecting Misalignment

Y. Wang, H. Zhao, R. Deng, F. Tung, and G. Mori. Workshop at Conference on Neural Information Processing Systems (NeurIPS), 2024

Unsupervised Event Outlier Detection in Continuous Time

S. Nath, K. Y. C. Lui, and S. Liu. Workshop at Conference on Neural Information Processing Systems (NeurIPS), 2024

LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling

C. Chen, G. Oliveira, H. Sharifi, and T. Sylvain. Workshop at Conference on Neural Information Processing Systems (NeurIPS), 2024

Inference, Fast and Slow: Reinterpreting VAEs for OOD Detection

S. Huang, J. He, and K. Y. C. Lui. Workshop at Conference on Neural Information Processing Systems (NeurIPS), 2024

NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks

Y. Hao, Y. Cao, and L. Mou. Workshop at Conference on Neural Information Processing Systems (NeurIPS), 2024

Identifying and Addressing Delusions for Target-Directed Decision-Making

M. Zhao, T. Sylvain, D. Precup, and Y. Bengio. Workshop at Conference on Neural Information Processing System (NeurIPS), 2024