Daniel J. Trosten
3 papers · 2021–2023 · 1 conference · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
🌱
Topic Pioneer
Conferences
CVPR (3)
Top co-authors
Research topics
Keywords
multi-view clustering
(2)
representation learning
(2)
contrastive learning
(2)
metric learning
(1)
few-shot learning
(1)
self-supervised learning
(1)
deep clustering
(1)
deep learning
(1)
nearest neighbor
(1)
representation alignment
(1)
distance-based classification
(1)
hubness problem
(1)
hyperspherical embedding
(1)
transductive few-shot learning
(1)
deep multi-view
(1)
cluster separability
(1)
view prioritization
(1)
separable cluster
(1)
Papers
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
Reconsidering Representation Alignment for Multi-View Clustering
CVPR 2021