Robert Dick
6 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(26)
π£
Hot Topic Early Bird
Conferences
NIPS (4)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
neural tangent kernel
(2)
representation learning
(1)
diffusion model
(1)
domain adaptation
(1)
self-supervised learning
(1)
batch normalization
(1)
model architecture
(1)
conditional generation
(1)
neural network optimization
(1)
efficient computing
(1)
distributed clustering
(1)
computational efficiency
(1)
compositional generalization
(1)
generative model
(1)
unsupervised learning
(1)
deep neural network
(1)
language model
(1)
gradient norm
(1)
heterogeneous datum
(1)
federated learning
(1)
Papers
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge
NIPS 2024
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models
NIPS 2023
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task
NIPS 2023
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering
ICML 2022
Beyond BatchNorm: Towards a Unified Understanding of Normalization in Deep Learning
NIPS 2021
Multi-Group Encoder-Decoder Networks to Fuse Heterogeneous Data for Next-Day Air Quality Prediction
IJCAI 2019