Vlad I. Morariu
20 papers · 2008–2024 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(4)
π€
Dynamic Duo
(11)
π§¬
Topic Evolution
π
Keyword Champion
π§
Keyword Pioneer
π
Trend Setter
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
(105)
π
Renaissance Researcher
(7)
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Century Club Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(14)
Deep Learning
(12)
Computer Vision
(9)
Artificial Intelligence
(7)
Core AI
(7)
Architectures
(6)
Core Methods
(6)
Learning Types Β· Deep Learning
(6)
Analysis
(5)
Application Areas
(5)
Learning Types Β· Machine Learning
(5)
Processing
(5)
Computer Science
(2)
Domain-Specific
(2)
Optimization & Theory
(2)
Keywords
self-supervised learning
(4)
convolutional neural network
(4)
object detection
(3)
document understanding
(2)
domain adaptation
(2)
computational efficiency
(2)
multimodal learning
(2)
temporal reasoning
(1)
semantic segmentation
(1)
representation learning
(1)
visual question answering
(1)
video recognition
(1)
feature extraction
(1)
reinforcement learning
(1)
causal reasoning
(1)
cross-domain learning
(1)
image restoration
(1)
network pruning
(1)
event retrieval
(1)
contrastive learning
(1)
Papers
DocScript: Document-level Script Event Prediction
COLING 2024
DocEdit: Language-Guided Document Editing
AAAI 2023
LayerDoc: Layer-Wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents
WACV 2023
Black-Box Explanation of Object Detectors via Saliency Maps
CVPR 2021
SelfDoc: Self-Supervised Document Representation Learning
CVPR 2021
UniDoc: Unified Pretraining Framework for Document Understanding
NeurIPS 2021
Cross-Domain Document Object Detection: Benchmark Suite and Method
CVPR 2020
Generative-Discriminative Feature Representations for Open-Set Recognition
CVPR 2020
Self-Supervised Relationship Probing
NeurIPS 2020
Layout-Induced Video Representation for Recognizing Agent-in-Place Actions
ICCV 2019
C-WSL: Count-guided Weakly Supervised Localization
ECCV 2018
Dynamic Zoom-In Network for Fast Object Detection in Large Images
CVPR 2018
Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition
CVPR 2018
Learning Rich Features for Image Manipulation Detection
CVPR 2018
NISP: Pruning Networks Using Neuron Importance Score Propagation
CVPR 2018
Generalized Deep Image to Image Regression
CVPR 2017
Generating Holistic 3D Scene Abstractions for Text-Based Image Retrieval
CVPR 2017
Visual Relationship Detection With Internal and External Linguistic Knowledge Distillation
ICCV 2017
Selecting Relevant Web Trained Concepts for Automated Event Retrieval
ICCV 2015
Automatic online tuning for fast Gaussian summation
NeurIPS 2008