Michael C. Kampffmeyer
10 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (30) 🐣 Hot Topic Early Bird 🌱 Topic Pioneer
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Keyword Collector
(63)
💎
Century Club · Bronze
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(7)
Core Methods
(6)
Learning Types · Machine Learning
(6)
Learning Types · Deep Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Computer Vision
(2)
Analysis
(2)
Application Areas
(2)
Architectures
(2)
Generation
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Applications
(1)
Keywords
representation learning
(5)
domain adaptation
(3)
multi-view clustering
(3)
contrastive learning
(2)
hubness problem
(2)
semantic segmentation
(1)
unsupervised clustering
(1)
catastrophic forgetting
(1)
graph structure
(1)
pose estimation
(1)
few-shot learning
(1)
self-supervised learning
(1)
facial animation
(1)
cross-modal learning
(1)
explainable ai
(1)
video understanding
(1)
deep clustering
(1)
feature importance
(1)
metric learning
(1)
continual learning
(1)
Papers
AdaptCMVC: Robust Adaption to Incremental Views in Continual Multi-view Clustering
CVPR 2025
A Hubness Perspective on Representation Learning for Graph-Based Multi-View Clustering
CVPR 2025
REPEAT: Improving Uncertainty Estimation in Representation Learning Explainability
AAAI 2025
ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations
CVPR 2024
PTUS: Photo-Realistic Talking Upper-Body Synthesis via 3D-Aware Motion Decomposition Warping
AAAI 2024
Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from Videos
ICCV 2023
DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment
ICCV 2023
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
M5Product: Self-Harmonized Contrastive Learning for E-Commercial Multi-Modal Pretraining
CVPR 2022