Robert Dick
7 papers · 2019–2026 · 4 venues · across top CS/AI venues
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (27)
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Papers
The GOODPUT System: A Machine Learning-Driven Optimization Framework for Dynamic Spectrum Control in Heterogeneous WLANs
NSDI 2026
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge
NeurIPS 2024
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task
NeurIPS 2023
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models
NeurIPS 2023
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering
ICML 2022
Beyond BatchNorm: Towards a Unified Understanding of Normalization in Deep Learning
NeurIPS 2021
Multi-Group Encoder-Decoder Networks to Fuse Heterogeneous Data for Next-Day Air Quality Prediction
IJCAI 2019