Nikos Deligiannis
11 papers · 2019–2025 · 9 venues · across top CS/AI venues
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representation learning
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convolutional neural network
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vision-language model
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multimodal learning
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natural language explanation
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zero-shot learning
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motion analysis
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multi-task learning
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image classification
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visual question answering
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claim verification
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text generation
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model interpretability
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multi-label classification
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video generation
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deep learning
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Papers
Zero-Shot Natural Language Explanations
ICLR 2025
Holistic Representation Learning for Multitask Trajectory Anomaly Detection
WACV 2024
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge
NeurIPS 2024
Unveiling Privacy Risks in Stochastic Neural Networks Training: Effective Image Reconstruction from Gradients
ECCV 2024
Leaping Into Memories: Space-Time Deep Feature Synthesis
ICCV 2023
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks
CVPR 2022
Bias Loss for Mobile Neural Networks
ICCV 2021
Generalization error bounds for deep unfolding RNNs
UAI 2021
Understanding the Impact of Evidence-Aware Sentence Selection for Fact Checking
NAACL 2021
imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A multilabel BERT-based system for predicting COVID-19 events
EMNLP 2020
Fake News Detection using Deep Markov Random Fields
NAACL 2019