From 23a0fa82776d51c47db2c01abee3d99da1922a11 Mon Sep 17 00:00:00 2001 From: Abdul Fatir Date: Thu, 7 Dec 2023 09:55:29 +0100 Subject: [PATCH] Update REFERENCES.md --- REFERENCES.md | 1 + 1 file changed, 1 insertion(+) diff --git a/REFERENCES.md b/REFERENCES.md index f91e63a734..b6a2112c1f 100644 --- a/REFERENCES.md +++ b/REFERENCES.md @@ -2,6 +2,7 @@ We encourage you to also check out the time series work by the group behind GluonTS, ordered chronographically. # 2023 +* [Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting](https://arxiv.org/abs/2307.11494), *Marcel Kollovieh, Abdul Fatir Ansari, Michael Bohlke-Schneider, Jasper Zschiegner, Hao Wang, Yuyang Wang*, NeurIPS 2023 * [Learning Physical Models that Can Respect Conservation Laws](https://arxiv.org/pdf/2302.11002.pdf), *Derek Hansen, Danielle C. Maddix, Shima Alizadeh, Gaurav Gupta, Michael W. Mahoney*, ICML 2023 * Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting, *Hilaf Hasson, Danielle C. Maddix, Yuyang Wang, Gaurav Gupta, Youngsuk Park*, ICML 2023 * [Guiding continuous operator learning through Physics-based boundary constraints](https://arxiv.org/pdf/2212.07477.pdf), *Nadim Saad, Gaurav Gupta, Shima Alizadeh, Danielle C. Maddix*, ICLR 2023