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Tian Yu Liu
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Year
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
292022
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
252022
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
192022
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
122022
Tangent model composition for ensembling and continual fine-tuning
TY Liu, S Soatto
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
62023
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
42023
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
32023
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
32023
Integral continual learning along the tangent vector field of tasks
TY Liu, A Golatkar, S Soatto, A Achille
arXiv preprint arXiv:2211.13108, 2022
32022
Tangent transformers for composition, privacy and removal
TY Liu, A Golatkar, S Soatto
arXiv preprint arXiv:2307.08122, 2023
22023
Data-Efficient Augmentation for Training Neural Networks
TY Liu, B Mirzasoleiman
Advances in Neural Information Processing Systems 35, 5124--5136, 2022
22022
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
12023
Triplet contrastive learning for brain tumor classification
TY Liu, J Feng
arXiv preprint arXiv:2108.03611, 2021
12021
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
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