Autonomous car

Exploiting Shared Representations for Personalized Federated Learning

Exploiting Shared Representations for Personalized Federated Learning It seems as though every few months there is a new “intelligent” device on the market that...

Research Project Details

Research Projects

Adaptive Planner Parameter Learning (APPL)
See Research
Learning from Hallucination (LfH)
See Research
Universal Transferrable Tickets from Pre-training
See Research
Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective
See Research
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
See Research
A Universal Law of Robustness via Isoperimetry
See Research
Fruit-fly inspired neighbor encoding for classification
See Research
Fairness in Imaging with Deep Learning
See Research
Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve
See Research
Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop
See Research
SCALP - Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata
See Research
STEADY: Simultaneous State Estimation and Dynamics Learning from Indirect Observations
See Research