Alina Roitberg
6 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Computer Vision
(5)
Analysis
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Machine Learning
(2)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
action recognition
(2)
domain adaptation
(1)
anomaly detection
(1)
temporal dynamics
(1)
knowledge transfer
(1)
question answering
(1)
multimodal learning
(1)
feature embedding
(1)
video understanding
(1)
visual reasoning
(1)
scene graph
(1)
distance metric learning
(1)
bilevel optimization
(1)
parameter-efficient fine-tuning
(1)
open-set learning
(1)
evidential learning
(1)
autonomous vehicle
(1)
open-set recognition
(1)
fast fourier transform
(1)
frequency analysis
(1)
Papers
Frame2Freq: Spectral Adapters for Fine-Grained Video Understanding
CVPR 2026
Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler
NeurIPS 2024
Navigating Open Set Scenarios for Skeleton-Based Action Recognition
AAAI 2024
Referring Atomic Video Action Recognition
ECCV 2024
Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles
ICCV 2019
It's Not About the Journey; It's About the Destination: Following Soft Paths Under Question-Guidance for Visual Reasoning
CVPR 2019