Matthew R. Scott
14 papers · 2011–2021 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (33) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
π€
Dynamic Duo
(13)
π
Conference Pioneer
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(66)
Top co-authors
Research topics
Computer Vision
(9)
Deep Learning
(7)
Machine Learning
(7)
Analysis
(5)
Core Methods
(4)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Generation
(2)
Models
(2)
Optimization & Theory
(2)
Processing
(2)
Healthcare & Medicine
(1)
Keywords
object detection
(3)
deep metric learning
(2)
image retrieval
(2)
feature learning
(1)
network architecture
(1)
label propagation
(1)
image generation
(1)
curriculum learning
(1)
image translation
(1)
embedding learning
(1)
deformable convolution
(1)
video recognition
(1)
medical imaging
(1)
attention mechanism
(1)
visual object tracking
(1)
weakly supervised learning
(1)
multimodal learning
(1)
neural architecture search
(1)
action recognition
(1)
contrastive learning
(1)
Papers
Brain Image Synthesis With Unsupervised Multivariate Canonical CSCl4Net
CVPR 2021
TOOD: Task-Aligned One-Stage Object Detection
ICCV 2021
Unchain the Search Space with Hierarchical Differentiable Architecture Search
AAAI 2021
Cross-Batch Memory for Embedding Learning
CVPR 2020
Deformable Siamese Attention Networks for Visual Object Tracking
CVPR 2020
Representation Sharing for Fast Object Detector Search and Beyond
ECCV 2020
V4D: 4D Convolutional Neural Networks for Video-level Representation Learning
ICLR 2020
ClothFlow: A Flow-Based Model for Clothed Person Generation
ICCV 2019
Convolutional Character Networks
ICCV 2019
FiNet: Compatible and Diverse Fashion Image Inpainting
ICCV 2019
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation
ICCV 2019
Multi-Similarity Loss With General Pair Weighting for Deep Metric Learning
CVPR 2019
CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images
ECCV 2018
Engkoo: Mining the Web for Language Learning
ACL 2011