Michael Gygli
12 papers · 2013–2024 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half
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Keyword Pioneer
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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
(61)
Top co-authors
Research topics
Machine Learning
(9)
Computer Vision
(7)
Deep Learning
(7)
Core Methods
(7)
Learning Types Β· Deep Learning
(5)
Analysis
(3)
Learning Types Β· Machine Learning
(3)
Processing
(3)
Application Areas
(2)
Architectures
(2)
Generation
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Applications
(1)
Learning Paradigms
(1)
Keywords
representation learning
(2)
active learning
(1)
video generation
(1)
image classification
(1)
contrastive learning
(1)
image segmentation
(1)
feature learning
(1)
action recognition
(1)
transfer learning
(1)
domain adaptation
(1)
feature extraction
(1)
video segmentation
(1)
object recognition
(1)
image retrieval
(1)
unsupervised learning
(1)
self-supervised learning
(1)
data augmentation
(1)
supervised learning
(1)
multi-label classification
(1)
submodular optimization
(1)
Papers
CycleCL: Self-Supervised Learning for Periodic Videos
WACV 2024
Towards Reusable Network Components by Learning Compatible Representations
AAAI 2021
Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections
ECCV 2020
Fast Object Class Labelling via Speech
CVPR 2019
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs
ICML 2017
PathTrack: Fast Trajectory Annotation With Path Supervision
ICCV 2017
Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Recognition
Interspeech 2016
Predicting When Saliency Maps Are Accurate and Eye Fixations Consistent
CVPR 2016
Video2GIF: Automatic Generation of Animated GIFs From Video
CVPR 2016
Video Summarization by Learning Submodular Mixtures of Objectives
CVPR 2015
Sparse Quantization for Patch Description
CVPR 2013
The Interestingness of Images
ICCV 2013