Ferdous Sohel
9 papers · 2014–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Computer Vision
(4)
Architectures
(4)
Core Methods
(4)
Analysis · Computer Vision
(3)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Speech & Audio
(1)
Analysis · Speech & Audio
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
convolutional neural network
(4)
conditional random field
(3)
multi-task learning
(1)
change detection
(1)
scene understanding
(1)
object detection
(1)
multi-label classification
(1)
support vector machine
(1)
expectation maximization
(1)
3d vision
(1)
shadow detection
(1)
spatial temporal features
(1)
affinity learning
(1)
nonlinear classification
(1)
image processing
(1)
weakly supervised learning
(1)
feature learning
(1)
pseudo label
(1)
mixed integer linear programming
(1)
semantic segmentation
(1)
Papers
A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-shaped Structures
ECCV 2024
An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec
Interspeech 2023
Leveraging Auxiliary Tasks With Affinity Learning for Weakly Supervised Semantic Segmentation
ICCV 2021
A New Representation of Skeleton Sequences for 3D Action Recognition
CVPR 2017
Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection
Interspeech 2017
Learning deep structured network for weakly supervised change detection
IJCAI 2017
Contractive Rectifier Networks for Nonlinear Maximum Margin Classification
ICCV 2015
Separating Objects and Clutter in Indoor Scenes
CVPR 2015
Automatic Feature Learning for Robust Shadow Detection
CVPR 2014