Group 3 (Robustness / Security / Privacy)

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Group 3
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Active learning with selective time-step acquisition for PDEs

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Relaxed Contrastive Learning for Federated Learning

Neural Information Processing Systems (NeurIPS)

Generative Neural Fields by Mixtures of Neural Implicit Functions

Neural Information Processing Systems (NeurIPS)

Locally Hierarchical Auto-Regressive Modeling for Image Generation

International Conference on Learning Representations

HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models

International Conference on Learning Representations

Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning

International Conference on Learning Representations

Parameter Expanded Stochastic Gradient Markov Chain Monte Carlo

International Conference on Learning Representations

Lipsum-FT: Robust fine-Tuning of Zero-Shot Models Using Random Text Guidance

Neural Information Processing Systems (NeurIPS)

Stochastic Optimal Control for Diffusion Bridges in Function Spaces

Neural Information Processing Systems (NeurIPS)

Model fusion through Bayesian optimization in language model fine-tuning

Computer Vision – ECCV 2024

Safeguard Text-to-Image Diffusion Models with Human Feedback Inversion

International Conference on Machine Learning (ICML)

Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models

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