Research & Innovation

Publications

Title
Instance Retrieval at Fine-grained Level Using Multi-Attribute Recognition
2018
Author
R Zakizadeh, Y Qian, M Sasdelli, E Vazquez
Conference
MIRA workshop at SITIS
Paper
Title
FineTag: Multi-attribute Classification at Fine-grained Level in Images
2018
Author
R Zakizadeh, M Sasdelli, Y Qian, E Vazquez E
Conference
Pre-Print
Paper
Title
Convolutional Recurrent Predictor: Implicit Representation for Multi-target Filtering and Tracking
2018
Author
M Emambakhsh, A Bay, E Vazquez
Conference
Pre-Print
Paper
Title
Deep recurrent neural network for multi-target filtering
2018
Author
M Emambakhsh, A Bay, E Vazquez
Conference
MMM
Paper
Title
Silhouette-based human action recognition with a multi-class support vector machine
2018
Author
L González, S Velastin, G Acuña
Conference
ICPRS
Paper
Title
Motorcycle detection and classification in urban scenarios using a model based on faster R-CNN
2018
Author
J Espinosa, S Velastin, J Branch
Conference
ICPRS
Paper
Title
Detection of people boarding / Alighting a Metropolitan Train using Computer Vision
2018
Author
M Belloc, S Velastin, R Fernandez, M Jara
Conference
ICPRS
Paper
Title
GeoSeq2Seq: information geometric Sequence-to-Sequence networks
2018
Author
A Bay, B Sengupta
Conference
ICLRw
Paper
Title
Deep tensor encoding
2017
Author
B Sengupta, E Vasquez, Y Qian
Conference
KDD
Paper
Title
Bayesian belief updating of spatiotemporal seizure dynamics
2017
Author
G Cooray, R Rosch, T Baldeweg, L Lemieux, K Friston, B Sengupta
Conference
ICML
Paper
Title
Generative adversarial networks: an overview
2017
Author
A Creswell, T White, V Dumoulin, K Arulkumaran, B Sengupta, A Bharath
Conference
IEEE Signal Processing Magazine
Paper
Title
StackSeq2Seq: dual encoder Seq2Seq recurrent networks
2017
Author
A Bay, B Sengupta
Conference
WSDM
Paper
Title
Approximating meta-heuristics with homotopic recurrent neural networks
2018
Author
A Bay, B Sengupta
Conference
Theory of Deep Learning at ICML
Paper
Title
Pillar Networks++: distributed non-parametric deep and wide networks
2017
Author
B Sengupta, Y Qian
Conference
PAIR in AAAI
Paper
Title
Multi-kernel learning of deep convolutional features for action recognition
2017
Author
B Sengupta, Y Qian
Conference
LSMDC in ICCV
Paper
Title
Pillar Networks for action recognition
2017
Author
B Sengupta, Y Qian
Conference
SPAR in IROS
Paper
Title
Flower identification on species level with uneven classes and few images
2017
Author
V Simaiaki, A Mirabile, E Vazquez
Conference
BMVA Workshop
Paper
Title
Deep representations for texture description and retrieval
2017
Author
B Gajic, E Vazquez, R Baldrich
Conference
BMVA Workshop
Paper
Title
Algorithmic clothing: hybrid recommendation, from street-style-to-shop
2017
Author
Y Qian, P Giaccone, M Sasdelli, E Vasquez, B Sengupta
Conference
KDD
Paper
Title
Sentient self-organization: minimal dynamics and circular causality
2017
Author
B Sengupta, K Friston
Conference
Nrurons and Cognition
Paper
Title
Approximate Bayesian inference as a gauge theory
2017
Author
B Sengupta, K Friston
Conference
ICML
Paper
Title
Large-scale image analysis using docker sandboxing
2017
Author
B Sengupta, E Vazquez, M Sasdelli, Y Qian, M Peniak, L Netherton, G Delfino
Conference
Pre-print
Paper
Title
Differential geometric retrieval of deep features
2017
Author
Y Qian, E Vazquez, B Sengupta
Conference
ICDM HDM workshop
Paper