Benjamin D. Haeffele
8 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (8) π Cross-Pollinator (12)
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Cross-Pollinator
(12)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(18)
π§¬
Topic Evolution
β
The Questioner
π
Trend Setter
Conferences
CVPR (4)
ICCV (1)
JMLR (1)
L4DC (1)
MICCAI (1)
Top co-authors
Keywords
representation learning
(4)
maximal coding rate reduction
(2)
neural network training
(2)
nonconvex optimization
(1)
non-convex optimization
(1)
probabilistic modeling
(1)
manifold learning
(1)
variational inference
(1)
sparse coding
(1)
unsupervised clustering
(1)
neural network optimization
(1)
hidden layer
(1)
cell detection
(1)
dropout regularization
(1)
generative model
(1)
probabilistic model
(1)
linear representation
(1)
global optimality
(1)
convolutional dictionary learning
(1)
local minima
(1)
Papers
Adaptive Stain Normalization for Cross-Domain Medical Histology
MICCAI 2025
Nonconvex Linear System Identification with Minimal State Representation
L4DC 2025
White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is?
JMLR 2024
Unsupervised Manifold Linearizing and Clustering
ICCV 2023
Efficient Maximal Coding Rate Reduction by Variational Forms
CVPR 2022
On the Regularization Properties of Structured Dropout
CVPR 2020
Multi-Cell Detection and Classification Using a Generative Convolutional Model
CVPR 2018
Global Optimality in Neural Network Training
CVPR 2017