Not all poisons are created equal: Robust training against data poisoning Y Yang, TY Liu, B Mirzasoleiman International Conference on Machine Learning, 25154-25165, 2022 | 29 | 2022 |
Monitored distillation for positive congruent depth completion TY Liu, P Agrawal, A Chen, BW Hong, A Wong European Conference on Computer Vision, 35-53, 2022 | 25 | 2022 |
Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attacks TY Liu, Y Yang, B Mirzasoleiman Advances in Neural Information Processing Systems 35, 11947--11959, 2022 | 19 | 2022 |
Stereoscopic universal perturbations across different architectures and datasets Z Berger, P Agrawal, TY Liu, S Soatto, A Wong Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 12 | 2022 |
Tangent model composition for ensembling and continual fine-tuning TY Liu, S Soatto Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 6 | 2023 |
Train/test-time adaptation with retrieval L Zancato, A Achille, TY Liu, M Trager, P Perera, S Soatto Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 5 | 2023 |
Meaning representations from trajectories in autoregressive models TY Liu, M Trager, A Achille, P Perera, L Zancato, S Soatto arXiv preprint arXiv:2310.18348, 2023 | 3 | 2023 |
Taming ai bots: Controllability of neural states in large language models S Soatto, P Tabuada, P Chaudhari, TY Liu arXiv preprint arXiv:2305.18449, 2023 | 3 | 2023 |
Integral continual learning along the tangent vector field of tasks TY Liu, A Golatkar, S Soatto, A Achille arXiv preprint arXiv:2211.13108, 2022 | 3 | 2022 |
Tangent transformers for composition, privacy and removal TY Liu, A Golatkar, S Soatto arXiv preprint arXiv:2307.08122, 2023 | 2 | 2023 |
Data-Efficient Augmentation for Training Neural Networks TY Liu, B Mirzasoleiman Advances in Neural Information Processing Systems 35, 5124--5136, 2022 | 2 | 2022 |
AugUndo: Scaling Up Augmentations for Unsupervised Depth Completion Y Wu, TY Liu, H Park, S Soatto, D Lao, A Wong arXiv preprint arXiv:2310.09739, 2023 | 1 | 2023 |
Triplet contrastive learning for brain tumor classification TY Liu, J Feng arXiv preprint arXiv:2108.03611, 2021 | 1 | 2021 |
Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding A Achille, GV Steeg, TY Liu, M Trager, C Klingenberg, S Soatto arXiv preprint arXiv:2402.08919, 2024 | | 2024 |
Sub-token ViT Embedding via Stochastic Resonance Transformers D Lao, Y Wu, TY Liu, A Wong, S Soatto arXiv preprint arXiv:2310.03967, 2023 | | 2023 |