Druv Pai
9 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge
👑
Triple Crown
⚡
Prolific Year
(5)
❓
The Questioner
Conferences
ICML (3)
ICLR (2)
JMLR (2)
NIPS (2)
Top co-authors
Keywords
representation learning
(4)
transformer architecture
(2)
vision transformer
(2)
sparse rate reduction
(2)
token compression
(2)
latent space
(1)
model scaling
(1)
token representation
(1)
white-box model
(1)
feature compression
(1)
unsupervised object segmentation
(1)
white-box transformer
(1)
model compression
(1)
compress and sparsify
(1)
dimensionality reduction
(1)
manifold learning
(1)
sparse representation
(1)
model interpretability
(1)
Papers
Attention-Only Transformers via Unrolled Subspace Denoising
ICML 2025
Simplifying DINO via Coding Rate Regularization
ICML 2025
Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction
ICLR 2025
A Global Geometric Analysis of Maximal Coding Rate Reduction
ICML 2024
Representation Learning via Manifold Flattening and Reconstruction
JMLR 2024
White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is?
JMLR 2024
Scaling White-Box Transformers for Vision
NIPS 2024
Masked Completion via Structured Diffusion with White-Box Transformers
ICLR 2024
White-Box Transformers via Sparse Rate Reduction
NIPS 2023