Juan C. Caicedo

Orcid: 0000-0002-1277-4631

According to our database1, Juan C. Caicedo authored at least 42 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
A Time-Intensity Aware Pipeline for Generating Late-Stage Breast DCE-MRI using Generative Adversarial Models.
CoRR, 2024

2023
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Early-to-Late Prediction of DCE-MRI Contrast-Enhanced Images in Using Generative Adversarial Networks.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Out of Distribution Generalization via Interventional Style Transfer in Single-Cell Microscopy.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021
Deep multimodal learning for cross-modal retrieval: One model for all tasks.
Pattern Recognit. Lett., 2021

Anchoring to Exemplars for Training Mixture-of-Expert Cell Embeddings.
CoRR, 2021

2020
An Extended Evaluation of the Impact of Different Modules in ST-VQA Systems.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Multi-Attribute Learning With Highly Imbalanced Data.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

2018
Combining morphological and migration profiles of in vitro time-lapse data.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Weakly Supervised Learning of Single-Cell Feature Embeddings.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models.
Int. J. Comput. Vis., 2017

2016
Identifying Colombian Bird Species from Audio Recordings.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

Computing Arithmetic Operations on Sequences of Handwritten Digits.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

2015
Active Object Localization with Deep Reinforcement Learning.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Fine-tuning Deep Convolutional Networks for Plant Recognition.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
Histology image search using multimodal fusion.
J. Biomed. Informatics, 2014

Collaborative Personalization of Image Enhancement.
Int. J. Comput. Vis., 2014

2013
A kernel-based framework for image collection exploration.
J. Vis. Lang. Comput., 2013

2012
Multimodal representation, indexing, automated annotation and retrieval of image collections via non-negative matrix factorization.
Neurocomputing, 2012

Multimodal fusion for image retrieval using matrix factorization.
Proceedings of the International Conference on Multimedia Retrieval, 2012

BIGS: A framework for large-scale image processing and analysis over distributed and heterogeneous computing resources.
Proceedings of the 8th IEEE International Conference on E-Science, 2012

Bioingenium at ImageCLEF 2012: Text and Visual Indexing for Medical Images.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Online Matrix Factorization for Multimodal Image Retrieval.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2011
Content-based histopathology image retrieval using a kernel-based semantic annotation framework.
J. Biomed. Informatics, 2011

Visual pattern mining in histology image collections using bag of features.
Artif. Intell. Medicine, 2011

Histology Image Indexing Using a Non-negative Semantic Embedding.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011

Quantum Latent Semantic Analysis.
Proceedings of the Advances in Information Retrieval Theory, 2011

Collaborative personalization of image enhancement.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Combining Low-level Features for Improved Classification and Retrieval of Histology Images.
Trans. Mass Data Anal. Images Signals, 2010

Multimodal Image Annotation Using Non-negative Matrix Factorization.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Combining visual features and text data for medical image retrieval using latent semantic kernels.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Multimodal Image Collection Visualization Using Non-negative Matrix Factorization.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

Bioingenium at ImageClefmed 2010: A Latent Semantic Approach.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

NMF-based multimodal image indexing for querying by visual example.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

A kernel-based strategy for exploratory image collection search.
Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010

2009
Visual Pattern Analysis in Histopathology Images Using Bag of Features.
Proceedings of the Progress in Pattern Recognition, 2009

Histopathology Image Classification Using Bag of Features and Kernel Functions.
Proceedings of the Artificial Intelligence in Medicine, 2009

2008
Recuperación de Imágenes Médicas por Contenido usando Indexamiento Métrico.
Rev. Avances en Sistemas Informática, 2008

A Semantic Content-Based Retrieval Method for Histopathology Images.
Proceedings of the Information Retrieval Technology, 2008

2007
Design of a Medical Image Database with Content-Based Retrieval Capabilities.
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

Content-Based Medical Image Retrieval Using Low-Level Visual Features and Modality Identification.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007


  Loading...