Dan Busbridge
11 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
💎
Century Club
(11)
Conferences
ICML (7)
ICLR (2)
NIPS (1)
WACV (1)
Top co-authors
Keywords
self-supervised learning
(5)
contrastive learning
(2)
representation learning
(2)
test-time adaptation
(1)
image reconstruction
(1)
neural network optimization
(1)
mutual information
(1)
multi-view learning
(1)
distribution shift
(1)
multiview learning
(1)
learning rate
(1)
training stability
(1)
masked autoencoder
(1)
equivariant representation
(1)
position embedding
(1)
layer normalization
(1)
exponential moving average
(1)
spectral normalization
(1)
robust loss
(1)
multi-view self-supervised learning
(1)
Papers
Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models
ICML 2025
Scaling Laws for Forgetting during Finetuning with Pretraining Data Injection
ICML 2025
Distillation Scaling Laws
ICML 2025
Theory, Analysis, and Best Practices for Sigmoid Self-Attention
ICLR 2025
REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation
WACV 2024
Poly-View Contrastive Learning
ICLR 2024
DUET: 2D Structured and Approximately Equivariant Representations
ICML 2023
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning
ICML 2023
How to Scale Your EMA
NIPS 2023
Stabilizing Transformer Training by Preventing Attention Entropy Collapse
ICML 2023
Position Prediction as an Effective Pretraining Strategy
ICML 2022