Matthew Wallingford
12 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (38)
🧬
Topic Evolution
🗃️
Keyword Collector
(74)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Computer Vision
(7)
Deep Learning
(6)
Application Areas
(6)
Artificial Intelligence
(5)
Analysis
(5)
Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(5)
Core AI · Artificial Intelligence
(4)
Learning Paradigms
(3)
Models
(3)
Core AI · Computer Vision
(2)
Core Methods
(2)
Generation
(2)
Processing
(2)
Keywords
transfer learning
(3)
image classification
(2)
novel view synthesis
(2)
distribution shift
(2)
scene understanding
(2)
domain adaptation
(2)
representation learning
(2)
domain generalization
(2)
multi-task learning
(1)
computer vision
(1)
zero-shot learning
(1)
test-time adaptation
(1)
image retrieval
(1)
embedding learning
(1)
catastrophic forgetting
(1)
3d vision
(1)
multimodal learning
(1)
text generation
(1)
cross-lingual transfer
(1)
few-shot learning
(1)
Papers
Beyond the Frame: Generating 360deg Panoramic Videos from Perspective Videos
ICCV 2025
From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos
NeurIPS 2024
Multilingual Diversity Improves Vision-Language Representations
NeurIPS 2024
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass
NeurIPS 2024
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
NeurIPS 2024
Neural Priming for Sample-Efficient Adaptation
NeurIPS 2023
Neural Radiance Field Codebooks
ICLR 2023
Objaverse-XL: A Universe of 10M+ 3D Objects
NeurIPS 2023
Matryoshka Representation Learning
NeurIPS 2022
Task Adaptive Parameter Sharing for Multi-Task Learning
CVPR 2022
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes
NeurIPS 2021
RoboTHOR: An Open Simulation-to-Real Embodied AI Platform
CVPR 2020