Matthew Brown
14 papers · 2013–2026 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
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Trend Setter
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
(63)
Venues
Top co-authors
Research topics
Computer Vision
(8)
Machine Learning
(7)
Deep Learning
(6)
Learning Types Β· Deep Learning
(5)
Processing
(5)
Analysis
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Architectures
(3)
Core Methods
(3)
Core AI Β· Artificial Intelligence
(2)
Learning Paradigms
(2)
Learning Types Β· Machine Learning
(2)
Mathematics & Optimization
(1)
Core AI Β· Computer Vision
(1)
Keywords
convolutional neural network
(2)
camera pose estimation
(2)
model compression
(2)
metric learning
(2)
video recognition
(1)
action recognition
(1)
unsupervised learning
(1)
embedding learning
(1)
zero-shot learning
(1)
motion estimation
(1)
video segmentation
(1)
self-supervised learning
(1)
knowledge distillation
(1)
multimodal learning
(1)
depth estimation
(1)
autonomous driving
(1)
video super-resolution
(1)
neural architecture search
(1)
efficient computing
(1)
domain adaptation
(1)
Papers
LA-Pose: Latent Action Pretraining Meets Pose Estimation
CVPR 2026
OmniNOCS: A unified NOCS dataset and model for 3D lifting of 2D objects
ECCV 2024
Module-wise Adaptive Distillation for Multimodality Foundation Models
NeurIPS 2023
MoViNets: Mobile Video Networks for Efficient Video Recognition
CVPR 2021
Federated Visual Classification with Real-World Data Distribution
ECCV 2020
GeLaTO: Generative Latent Textured Objects
ECCV 2020
Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition From a Domain Adaptation Perspective
CVPR 2020
Frame-Recurrent Video Super-Resolution
CVPR 2018
Learning to Segment via Cut-and-Paste
ECCV 2018
Low-Shot Learning With Imprinted Weights
CVPR 2018
Enhancing Video Summarization via Vision-Language Embedding
CVPR 2017
Unsupervised Learning of Depth and Ego-Motion From Video
CVPR 2017
Learning Similarity Metrics for Dynamic Scene Segmentation
CVPR 2015
Optical Flow Estimation Using Laplacian Mesh Energy
CVPR 2013