Robert Jenssen
14 papers · 2006–2025 · 8 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (14) ๐ Academic Marathon (19) ๐งญ Keyword Pioneer ๐ Conference Polyglot (8) ๐ Interdisciplinary Bridge
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Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(20)
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Grand Slam
๐ฑ
Topic Pioneer
๐
Keyword Champion
๐ฅ
Unstoppable
(6)
๐๏ธ
Keyword Collector
(52)
๐
Conference Pioneer
๐
Century Club
(14)
Conferences
CVPR (3)
AAAI (2)
ICLR (2)
ICML (2)
NIPS (2)
ECCV (1)
MICCAI (1)
UAI (1)
Top co-authors
Research topics
Keywords
representation learning
(3)
information theory
(2)
contrastive learning
(2)
multi-view clustering
(2)
prototype learning
(1)
few-shot learning
(1)
multi-task learning
(1)
nearest neighbor
(1)
data transformation
(1)
graph laplacian
(1)
deep learning
(1)
self-supervised learning
(1)
explainable ai
(1)
deep clustering
(1)
feature correlation
(1)
feature importance
(1)
maximum entropy
(1)
parzen windowing
(1)
spectral clustering
(1)
metric learning
(1)
Papers
Reconsidering Explicit Longitudinal Mammography Alignment for Enhanced Breast Cancer Risk Prediction
MICCAI 2025
REPEAT: Improving Uncertainty Estimation in Representation Learning Explainability
AAAI 2025
Aggregation of Dependent Expert Distributions in Multimodal Variational Autoencoders
ICML 2025
Cauchy-Schwarz Divergence Information Bottleneck for Regression
ICLR 2024
MAP IT to Visualize Representations
ICLR 2024
Finding NEM-U: Explaining unsupervised representation learning through neural network generated explanation masks
ICML 2024
Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-Shot Learning With Hyperspherical Embeddings
CVPR 2023
On the Effects of Self-Supervision and Contrastive Alignment in Deep Multi-View Clustering
CVPR 2023
Principle of relevant information for graph sparsification
UAI 2022
ProtoVAE: A Trustworthy Self-Explainable Prototypical Variational Model
NIPS 2022
Measuring Dependence with Matrix-based Entropy Functional
AAAI 2021
Reconsidering Representation Alignment for Multi-View Clustering
CVPR 2021
SEN: A Novel Feature Normalization Dissimilarity Measure for Prototypical Few-Shot Learning Networks
ECCV 2020
Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm
NIPS 2006