Malvina Nikandrou
8 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(7)
Core AI · Artificial Intelligence
(7)
Computer Vision
(3)
Machine Learning
(3)
Application Areas
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Core AI · Computer Vision
(2)
Interdisciplinary
(1)
Architectures
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
vision-language model
(3)
multimodal learning
(3)
visual question answering
(2)
data augmentation
(2)
knowledge distillation
(1)
instruction tuning
(1)
robotic manipulation
(1)
jailbreak attack
(1)
image captioning
(1)
confidence calibration
(1)
visual grounding
(1)
embodied ai
(1)
generative adversarial network
(1)
action prediction
(1)
mamba architecture
(1)
state space model
(1)
prompt engineering
(1)
scene understanding
(1)
multi-task learning
(1)
continual learning
(1)
Papers
CROPE: Evaluating In-Context Adaptation of Vision and Language Models to Culture-Specific Concepts
NAACL 2025
Evaluating Multimodal Language Models as Visual Assistants for Visually Impaired Users
ACL 2025
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation
ACL 2024
Learning To See But Forgetting To Follow: Visual Instruction Tuning Makes LLMs More Prone To Jailbreak Attacks
COLING 2024
Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling
EMNLP 2024
Multitask Multimodal Prompted Training for Interactive Embodied Task Completion
EMNLP 2023
Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment
IJCAI 2023
Data Augmentation Using GANs for Speech Emotion Recognition
Interspeech 2019