Search Results for author: Yintao Liu

Found 3 papers, 1 papers with code

Electrical Behavior Association Mining for Household ShortTerm Energy Consumption Forecasting

no code implementations26 Jan 2024 Heyang Yu, Yuxi Sun, Yintao Liu, Guangchao Geng, Quanyuan Jiang

Accurate household short-term energy consumption forecasting (STECF) is crucial for home energy management, but it is technically challenging, due to highly random behaviors of individual residential users.

energy management Management

Benchmarking Robustness to Adversarial Image Obfuscations

1 code implementation NeurIPS 2023 Florian Stimberg, Ayan Chakrabarti, Chun-Ta Lu, Hussein Hazimeh, Otilia Stretcu, Wei Qiao, Yintao Liu, Merve Kaya, Cyrus Rashtchian, Ariel Fuxman, Mehmet Tek, Sven Gowal

We evaluate 33 pretrained models on the benchmark and train models with different augmentations, architectures and training methods on subsets of the obfuscations to measure generalization.

Benchmarking

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