Olga Fink

13 papers · 2020–2026 · 6 venues · across top CS/AI venues

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Achievements

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+2 more ↓

🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🔥 Unstoppable · Bronze

💎 Century Club · Bronze 🗃️ Keyword Collector (53)

Venues

CVPR (4) ECCV (3) ICLR (2) NeurIPS (2) AAAI (1) ICCV (1)

Top co-authors

Hao Dong (6) Eleni Chatzi (4) Qin Wang (4) Ismail Nejjar (3) Han Sun (3) Dengxin Dai (3) Luc Van Gool (2) Yan Hao (1) Mario Trapp (1) Lukas Hoyer (1)

Research topics

Machine Learning (9) Application Areas (7) Learning Types · Machine Learning (6) Computer Vision (4) Deep Learning (4) Analysis (4) Artificial Intelligence (3) Learning Types · Deep Learning (3) Core AI (2) Core Methods (2) Architectures (1) Generation (1) Learning Paradigms (1) Models (1)

Keywords

multimodal learning (3) domain adaptation (3) unsupervised domain adaptation (2) test-time adaptation (2) semantic segmentation (2) image generation (1) action recognition (1) continual learning (1) knowledge transfer (1) gram matrix (1) self-supervised learning (1) depth estimation (1) anomaly detection (1) image synthesis (1) feature correlation (1) catastrophic forgetting (1) feature space (1) distribution shift (1) contrastive learning (1) feature alignment (1)

Papers

Adaptive Confidence Regularization for Multimodal Failure Detection CVPR 2026 Domain Adaptive Unfolded Graph Neural Networks AAAI 2025 DynAlign: Unsupervised Dynamic Taxonomy Alignment for Cross-Domain Segmentation ICLR 2025 Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization ICLR 2025 Unseen Visual Anomaly Generation CVPR 2025 MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities NeurIPS 2024 Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights ECCV 2024 Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision ECCV 2024 DARE-GRAM: Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices CVPR 2023 SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization NeurIPS 2023 Continual Test-Time Domain Adaptation CVPR 2022 Domain Adaptive Semantic Segmentation With Self-Supervised Depth Estimation ICCV 2021 Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search ECCV 2020