Federated Learning with Formal Differential Privacy Guarantees
Constrained Reweighting for Training Deep Neural Nets with Noisy Labels
4D-Net: Learning Multi-Modal Alignment for 3D and Image Inputs in Time
Robust Routing Using Electrical Flows
Machine Learning for Mechanical Ventilation Control
The Balloon Learning Environment
Good News About the Carbon Footprint of Machine Learning Training
An International Scientific Challenge for the Diagnosis and Gleason Grading of Prostate Cancer
Guiding Frozen Language Models with Learned Soft Prompts
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient, and Interpretable Visual Understanding
Robot See, Robot Do
Unlocking the Full Potential of Datacenter ML Accelerators with Platform-Aware Neural Architecture Search
Can Robots Follow Instructions for New Tasks?
Applying Differential Privacy to Large Scale Image Classification
