Toby Perrett
6 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) β The Questioner
π
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(5)
Analysis
(5)
Machine Learning
(4)
Learning Types Β· Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Architectures
(2)
Processing
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Applications
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Keywords
action recognition
(4)
video understanding
(3)
few-shot learning
(2)
domain adaptation
(1)
prototype learning
(1)
visual question answering
(1)
video recognition
(1)
data augmentation
(1)
batch normalization
(1)
cross-domain learning
(1)
class imbalance
(1)
object segmentation
(1)
long short-term memory
(1)
recurrent neural network
(1)
long-tail distribution
(1)
video dataset
(1)
egocentric video
(1)
dataset annotation
(1)
temporal relation
(1)
mixed reconstruction
(1)
Papers
HD-EPIC: A Highly-Detailed Egocentric Video Dataset
CVPR 2025
Use Your Head: Improving Long-Tail Video Recognition
CVPR 2023
What Can a Cook in Italy Teach a Mechanic in India? Action Recognition Generalisation Over Scenarios and Locations
ICCV 2023
Temporal-Relational CrossTransformers for Few-Shot Action Recognition
CVPR 2021
DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition
CVPR 2019
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset
ECCV 2018