Matthew Gwilliam
8 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Bronze
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Topic Evolution
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Unstoppable · Bronze
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI · Artificial Intelligence
(4)
Core Methods
(4)
Computer Vision
(3)
Application Areas
(3)
Architectures
(3)
Optimization & Theory · Machine Learning
(3)
Natural Language Processing
(2)
Applications
(2)
Learning Types
(2)
Optimization & Theory · Deep Learning
(2)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Keywords
implicit neural representation
(3)
video compression
(3)
neural network
(2)
representation learning
(2)
neural network interpretability
(1)
multimodal learning
(1)
neural machine translation
(1)
video retrieval
(1)
zero-shot learning
(1)
fine-grained classification
(1)
image reconstruction
(1)
implicit representation
(1)
neural network analysis
(1)
neural network optimization
(1)
nearest neighbor classification
(1)
synthetic data generation
(1)
image representation
(1)
neural representation
(1)
feature embedding
(1)
contrastive learning
(1)
Papers
How to Design and Train Your Implicit Neural Representation for Video Compression
WACV 2026
A Video is Worth 10000 Words: Training and Benchmarking with Diverse Captions for Better Long Video Retrieval
WACV 2025
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions
CVPR 2024
HNeRV: A Hybrid Neural Representation for Videos
CVPR 2023
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning
CVPR 2022
Fair Comparison: Quantifying Variance in Results for Fine-Grained Visual Categorization
WACV 2021
Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation
EACL 2021
Intelligent Image Collection: Building the Optimal Dataset
WACV 2020