Robust One-Class Classification with Signed Distance Function using
1-Lipschitz Neural NetworksInternational Conference on Machine Learning (ICML), 2023 |
Revisiting Sparse Convolutional Model for Visual RecognitionNeural Information Processing Systems (NeurIPS), 2022 |
Feedback Gradient Descent: Efficient and Stable Optimization with
Orthogonality for DNNsAAAI Conference on Artificial Intelligence (AAAI), 2022 |
To Smooth or Not? When Label Smoothing Meets Noisy LabelsInternational Conference on Machine Learning (ICML), 2021 |
A Geometric Analysis of Neural Collapse with Unconstrained FeaturesNeural Information Processing Systems (NeurIPS), 2021 |
Pay attention to your loss: understanding misconceptions about
1-Lipschitz neural networksNeural Information Processing Systems (NeurIPS), 2021 |