Arnau Ramisa

According to our database, Arnau Ramisa authored at least 55 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Review of Modern Fashion Recommender Systems.

Yashar Deldjoo, Fatemeh Nazary, Arnau Ramisa, Julian J. McAuley, Giovanni Pellegrini, Alejandro Bellogín, Tommaso Di Noia

ACM Comput. Surv., April, 2024

Main product detection with graph networks for fashion.

Vacit Oguz Yazici, Longlong Yu, Arnau Ramisa, Luis Herranz, Joost van de Weijer

Multim. Tools Appl., January, 2024

Recommendation with Generative Models.

Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, René Vidal, Maheswaran Sathiamoorthy, Atoosa Kasrizadeh, Silvia Milano, Francesco Ricci

CoRR, 2024

Multi-modal Generative Models in Recommendation System.

Arnau Ramisa, René Vidal, Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Mahesh Sathiamoorthy, Atoosa Kasrizadeh, Silvia Milano, Francesco Ricci

CoRR, 2024

Large Language Model Driven Recommendation.

Anton Korikov, Scott Sanner, Yashar Deldjoo, Zhankui He, Julian J. McAuley, Arnau Ramisa, René Vidal, Mahesh Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano, Francesco Ricci

CoRR, 2024

A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys).

Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, René Vidal, Maheswaran Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Planes, Trains and Automobiles: Leverage Multimodal In-Mission Signals for Shopping Journeys.

Viet Ha-Thuc, Shasha Li, Arnau Ramisa, Xinliang Zhu

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2022

On Utilizing Relationships for Transferable Few-Shot Fine-Grained Object Detection.

Ambar Pal, Arnau Ramisa, Amit Kumar K. C, René Vidal

CoRR, 2022

Amazon Shop the Look: A Visual Search System for Fashion and Home.

Ming Du, Arnau Ramisa, Amit Kumar K. C, Sampath Chanda, Mengjiao Wang, Neelakandan Rajesh, Shasha Li, Yingchuan Hu, Tao Zhou, Nagashri Lakshminarayana, Son Tran, Doug Gray

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2020

T-VSE: Transformer-Based Visual Semantic Embedding.

Muhammet Bastan, Arnau Ramisa, Mehmet Tek

CoRR, 2020

Orderless Recurrent Models for Multi-Label Classification.

Vacit Oguz Yazici, Abel Gonzalez-Garcia, Arnau Ramisa, Bartlomiej Twardowski, Joost van de Weijer

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Learning Metrics From Teachers: Compact Networks for Image Embedding.

Lu Yu, Vacit Oguz Yazici, Xialei Liu, Joost van de Weijer, Yongmei Cheng, Arnau Ramisa

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

BreakingNews: Article Annotation by Image and Text Processing.

Arnau Ramisa, Fei Yan, Francesc Moreno-Noguer, Krystian Mikolajczyk

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Visually-Aware Personalized Recommendation using Interpretable Image Representations.

Charles Packer, Julian J. McAuley, Arnau Ramisa

CoRR, 2018

Color Naming for Multi-color Fashion Items.

Vacit Oguz Yazici, Joost van de Weijer, Arnau Ramisa

Proceedings of the Trends and Advances in Information Systems and Technologies, 2018

2017

Multimodal News Article Analysis.

Arnau Ramisa

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

The BreakingNews Dataset.

Arnau Ramisa, Fei Yan, Francesc Moreno-Noguer, Krystian Mikolajczyk

Proceedings of the Sixth Workshop on Vision and Language, 2017

2016

A 3D descriptor to detect task-oriented grasping points in clothing.

Arnau Ramisa, Guillem Alenyà, Francesc Moreno-Noguer, Carme Torras

Pattern Recognit., 2016

Structured Prediction with Output Embeddings for Semantic Image Annotation.

Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra, Francesc Moreno-Noguer

Proceedings of the NAACL HLT 2016, 2016

General Overview of ImageCLEF at the CLEF 2016 Labs.

Mauricio Villegas, Henning Müller, Alba Garcia Seco de Herrera, Roger Schaer, Stefano Bromuri, Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Arnau Ramisa, Emmanuel Dellandréa, Robert J. Gaizauskas, Krystian Mikolajczyk, Joan Puigcerver, Alejandro H. Toselli, Joan-Andreu Sánchez, Enrique Vidal

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

Overview of the ImageCLEF 2016 Scalable Concept Image Annotation Task.

Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Arnau Ramisa, Emmanuel Dellandréa, Robert J. Gaizauskas, Mauricio Villegas, Krystian Mikolajczyk

Proceedings of the Working Notes of CLEF 2016, 2016

2015

Efficient monocular pose estimation for complex 3D models.

Antonio Rubio, Michael Villamizar, Luis Ferraz, Adrián Peñate Sánchez, Arnau Ramisa, Edgar Simo-Serra, Alberto Sanfeliu, Francesc Moreno-Noguer

Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions.

Arnau Ramisa, Josiah Wang, Ying Lu, Emmanuel Dellandréa, Francesc Moreno-Noguer, Robert J. Gaizauskas

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Defining Visually Descriptive Language.

Robert J. Gaizauskas, Josiah Wang, Arnau Ramisa

Proceedings of the Fourth Workshop on Vision and Language, 2015

Semantic Tuples for Evaluation of Image to Sentence Generation.

Lily D. Ellebracht, Arnau Ramisa, Pranava Swaroop Madhyastha, Jose Cordero-Rama, Francesc Moreno-Noguer, Ariadna Quattoni

Proceedings of the Fourth Workshop on Vision and Language, 2015

2014

Learning RGB-D descriptors of garment parts for informed robot grasping.

Arnau Ramisa, Guillem Alenyà, Francesc Moreno-Noguer, Carme Torras

Eng. Appl. Artif. Intell., 2014

Evaluation of Random Forests on large-scale classification problems using a Bag-of-Visual-Words representation.

Xavier Solé, Arnau Ramisa, Carme Torras

Proceedings of the Artificial Intelligence Research and Development, 2014

2013

Optimization of Robust Loss Functions for Weakly-Labeled Image Taxonomies.

Julian J. McAuley, Arnau Ramisa, Tibério S. Caetano

Int. J. Comput. Vis., 2013

FINDDD: A fast 3D descriptor to characterize textiles for robot manipulation.

Arnau Ramisa, Guillem Alenyà, Francesc Moreno-Noguer, Carme Torras

Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Large-Scale Image Classification Using Ensembles of Nested Dichotomies.

Arnau Ramisa, Carme Torras

Proceedings of the Artificial Intelligence Research and Development, 2013

2012

Evaluation of Three Vision Based Object Perception Methods for a Mobile Robot.

Arnau Ramisa, David Aldavert, Shrihari Vasudevan, Ricardo Toledo, Ramón López de Mántaras

J. Intell. Robotic Syst., 2012

Using depth and appearance features for informed robot grasping of highly wrinkled clothes.

Arnau Ramisa, Guillem Alenyà, Francesc Moreno-Noguer, Carme Torras

Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Single image 3D human pose estimation from noisy observations.

Edgar Simo-Serra, Arnau Ramisa, Guillem Alenyà, Carme Torras, Francesc Moreno-Noguer

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Object detection methods for robot grasping: Experimental assessment and tuning.

Ferran Rigual, Arnau Ramisa, Guillem Alenyà, Carme Torras

Proceedings of the Artificial Intelligence Research and Development, 2012

2011

Combining Invariant Features and the ALV Homing Method for Autonomous Robot Navigation Based on Panoramas.

Arnau Ramisa, Alex Goldhoorn, David Aldavert, Ricardo Toledo, Ramón López de Mántaras

J. Intell. Robotic Syst., 2011

Bioinspired Robot Homing using ALV and Visual Features.

Arnau Ramisa, Alex Goldhoorn, David Aldavert, Ricardo Toledo, Ramón López de Mántaras

ERCIM News, 2011

Optimization of Robust Loss Functions for Weakly-Labeled Image Taxonomies: An ImageNet Case Study.

Julian J. McAuley, Arnau Ramisa, Tibério S. Caetano

Proceedings of the Energy Minimazation Methods in Computer Vision and Pattern Recognition, 2011

Combining attributes and Fisher vectors for efficient image retrieval.

Matthijs Douze, Arnau Ramisa, Cordelia Schmid

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Self-Supervised Clustering for Codebook Construction: An Application to Object Localization.

Arturo Ribes, Senshan Ji, Arnau Ramisa, Ramón López de Mántaras

Proceedings of the Artificial Intelligence Research and Development, 2011

Determining Where to Grasp Cloth Using Depth Information.

Arnau Ramisa, Guillem Alenyà, Francesc Moreno-Noguer, Carme Torras

Proceedings of the Artificial Intelligence Research and Development, 2011

2010

Automatic Selection of Object Recognition Methods Using Reinforcement Learning.

Reinaldo A. C. Bianchi, Arnau Ramisa, Ramón López de Mántaras

Proceedings of the Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski, 2010

Fast and robust object segmentation with the Integral Linear Classifier.

David Aldavert, Arnau Ramisa, Ramón López de Mántaras, Ricardo Toledo

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Real-Time Object Segmentation Using a Bag of Features Approach.

David Aldavert, Arnau Ramisa, Ramón López de Mántaras, Ricardo Toledo

Proceedings of the Artificial Intelligence Research and Development, 2010

2009

Localization and Object Recognition for Mobile Robots.

Arnau Ramisa

PhD thesis, 2009

Robust vision-based robot localization using combinations of local feature region detectors.

Arnau Ramisa, Adriana Tapus, David Aldavert, Ricardo Toledo, Ramón López de Mántaras

Auton. Robots, 2009

Efficient Object Pixel-Level Categorization Using Bag of Features.

David Aldavert, Arnau Ramisa, Ricardo Toledo, Ramón López de Mántaras

Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Visual Registration Method for a Low Cost Robot.

David Aldavert, Arnau Ramisa, Ricardo Toledo, Ramón López de Mántaras

Proceedings of the Computer Vision Systems, 2009

Evaluation of the SIFT Object Recognition Method in Mobile Robots.

Arnau Ramisa, Shrihari Vasudevan, David Aldavert, Ricardo Toledo, Ramón López de Mántaras

Proceedings of the Artificial Intelligence Research and Development, 2009

2008

A Tale of Two Object Recognition Methods for Mobile Robots.

Arnau Ramisa, Shrihari Vasudevan, Davide Scaramuzza, Ramón López de Mántaras, Roland Siegwart

Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Mobile robot localization using panoramic vision and combinations of feature region detectors.

Arnau Ramisa, Adriana Tapus, Ramón López de Mántaras, Ricardo Toledo

Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Learning to Select Object Recognition Methods for Autonomous Mobile Robots.

Reinaldo A. C. Bianchi, Arnau Ramisa, Ramón López de Mántaras

Proceedings of the ECAI 2008, 2008

Object-based Place Recognition for Mobile Robots Using Panoramas.

Arturo Ribes, Arnau Ramisa, Ramón López de Mántaras, Ricardo Toledo

Proceedings of the Artificial Intelligence Research and Development, 2008

2007

Comparing combinations of feature regions for panoramic VSLAM.

Arnau Ramisa, Ramón López de Mántaras, David Aldavert, Ricardo Toledo

Proceedings of the ICINCO 2007, 2007

An Evaluation of an Object Recognition Schema Using Multiple Region Detectors.

Meritxell Vinyals, Arnau Ramisa, Ricardo Toledo

Proceedings of the Artificial Intelligence Research and Development, 2007

Using the Average Landmark Vector Method for Robot Homing.

Alex Goldhoorn, Arnau Ramisa, Ramón López de Mántaras, Ricardo Toledo

Proceedings of the Artificial Intelligence Research and Development, 2007