Pablo Arbeláez

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 67

Top Topics

Medical Image Segmentation

Pose Estimation

Brain Tumor Segmentation

Automated Analysis

Top Venues

ICCV (Workshops)

Publications

Gabriel Mejía, Daniela Ruiz, Paula Cárdenas, Leonardo Manrique, Daniela Vega, Pablo Arbeláez
Enhancing Gene Expression Prediction from Histology Images with Spatial Transcriptomics Completion. CoRR (2024)
Cristhian Forigua, María Escobar, Pablo Arbeláez
SuperFormer: Volumetric Transformer Architectures for MRI Super-Resolution. CoRR (2024)
Nicolás Ayobi, Santiago Rodríguez, Alejandra Pérez, Isabela Hernández, Nicolás Aparicio, Eugénie Dessevres, Sebastián Peña, Jessica Santander, Juan Ignacio Caicedo, Nicolás Fernández, Pablo Arbeláez
Pixel-Wise Recognition for Holistic Surgical Scene Understanding. CoRR (2024)
Juan C. Pérez, Thu Nguyen-Phuoc, Chen Cao, Artsiom Sanakoyeu, Tomas Simon, Pablo Arbeláez, Bernard Ghanem, Ali K. Thabet, Albert Pumarola
StyleAvatar: Stylizing Animatable Head Avatars. WACV (2024)
Alejandra Pérez, Santiago Rodríguez, Nicolás Ayobi, Nicolás Aparicio, Eugénie Dessevres, Pablo Arbeláez
MuST: Multi-Scale Transformers for Surgical Phase Recognition. CoRR (2024)
Cristina González, Nicolás Ayobi, Felipe Escallón, Laura Baldovino-Chiquillo, Maria Wilches-Mogollón, Donny Pasos, Nicole Ramírez, José Pinzón, Olga L. Sarmiento, D. Alex Quistberg, Pablo Arbeláez
STRIDE: Street View-based Environmental Feature Detection and Pedestrian Collision Prediction. CoRR (2023)
Gabriel Mejía, Paula Cárdenas, Daniela Ruiz, Angela Castillo, Pablo Arbeláez
SEPAL: Spatial Gene Expression Prediction from Local Graphs. CoRR (2023)
Nicolás Ayobi, Alejandra Pérez-Rondón, Santiago Rodríguez, Pablo Arbeláez
MATIS: Masked-Attention Transformers for Surgical Instrument Segmentation. ISBI (2023)
Juan C. Pérez, Motasem Alfarra, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem
Towards Characterizing the Semantic Robustness of Face Recognition. CVPR Workshops (2023)
Juanita Puentes, Angela Castillo, Wilmar Osejo, Yuly Calderón, Viviana Quintero, Lina Saldarriaga, Diana Agudelo, Pablo Arbeláez
Guarding the Guardians: Automated Analysis of Online Child Sexual Abuse. ICCV (Workshops) (2023)
Gabriel Mejía, Paula Cárdenas, Daniela Ruiz, Angela Castillo, Pablo Arbeláez
SEPAL: Spatial Gene Expression Prediction from Local Graphs. ICCV (Workshops) (2023)
Cristina González, Nicolás Ayobi, Isabela Hernández, Jordi Pont-Tuset, Pablo Arbeláez
PiGLET: Pixel-Level Grounding of Language Expressions With Transformers. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Natalia Valderrama, Ioannis Pitsiorlas, Luisa Vargas, Pablo Arbeláez, Maria A. Zuluaga
Job-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images. ISBI (2023)
Cristhian Forigua, María Escobar, Jordi Pont-Tuset, Kevis-Kokitsi Maninis, Pablo Arbeláez
EgoCOL: Egocentric Camera pose estimation for Open-world 3D object Localization @Ego4D challenge 2023. CoRR (2023)
Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andrés Hernández, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Andrés Link, Pablo Arbeláez, Rahul Dodhia, Juan Lavista Ferres
Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images. CoRR (2023)
Angela Castillo, María Escobar, Guillaume Jeanneret, Albert Pumarola, Pablo Arbeláez, Ali K. Thabet, Artsiom Sanakoyeu
BoDiffusion: Diffusing Sparse Observations for Full-Body Human Motion Synthesis. ICCV (Workshops) (2023)
Angela Castillo, Jonas Kohler, Juan C. Pérez, Juan Pablo Pérez, Albert Pumarola, Bernard Ghanem, Pablo Arbeláez, Ali K. Thabet
Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models. CoRR (2023)
Juanita Puentes, Angela Castillo, Wilmar Osejo, Yuly Calderón, Viviana Quintero, Lina Saldarriaga, Diana Agudelo, Pablo Arbeláez
Guarding the Guardians: Automated Analysis of Online Child Sexual Abuse. CoRR (2023)
María F. Peñuela, Luisa Vargas, Santiago Usma, María Escobar, Angela Castillo, Pablo Arbeláez
FeST: Learning Spatio-Temporal Priors for Fetal Brain MRI Segmentation. ISBI (2023)
Angela Castillo, María Escobar, Guillaume Jeanneret, Albert Pumarola, Pablo Arbeláez, Ali K. Thabet, Artsiom Sanakoyeu
BoDiffusion: Diffusing Sparse Observations for Full-Body Human Motion Synthesis. CoRR (2023)
Cristina González, Nicolás Ayobi, Felipe Escallón, Laura Baldovino-Chiquillo, Maria Wilches-Mogollón, Donny Pasos, Nicole Ramírez, José Pinzón, Olga L. Sarmiento, D. Alex Quistberg, Pablo Arbeláez
STRIDE: Street View-based Environmental Feature Detection and Pedestrian Collision Prediction. ICCV (Workshops) (2023)
Nicolás Ayobi, Alejandra Pérez-Rondón, Santiago Rodríguez, Pablo Arbeláez
MATIS: Masked-Attention Transformers for Surgical Instrument Segmentation. CoRR (2023)
Natalia Valderrama, Ioannis Pitsiorlas, Luisa Vargas, Pablo Arbeláez, Maria A. Zuluaga
JoB-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images. CoRR (2023)
María Escobar, Laura Alexandra Daza, Cristina González, Jordi Pont-Tuset, Pablo Arbeláez
Video Swin Transformers for Egocentric Video Understanding @ Ego4D Challenges 2022. CoRR (2022)
Natalia Valderrama, Paola Ruiz Puentes, Isabela Hernández, Nicolás Ayobi, Mathilde Verlyck, Jessica Santander, Juan Caicedo, Nicolás Fernández, Pablo Arbeláez
Towards Holistic Surgical Scene Understanding. CoRR (2022)
Juan C. Pérez, Motasem Alfarra, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem
Towards Assessing and Characterizing the Semantic Robustness of Face Recognition. CoRR (2022)
Natalia Valderrama, Paola Ruiz Puentes, Isabela Hernández, Nicolás Ayobi, Mathilde Verlyck, Jessica Santander, Juan Caicedo, Nicolás Fernández, Pablo Arbeláez
Towards Holistic Surgical Scene Understanding. MICCAI (8) (2022)
Laura Alexandra Daza, Jordi Pont-Tuset, Pablo Arbeláez
Adversarially Robust Panoptic Segmentation (ARPaS) Benchmark. ECCV Workshops (1) (2022)
Cristina González, Laura Bravo Sánchez, Pablo Arbeláez
Surgical instrument grounding for robot-assisted interventions. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10 (3) (2022)
Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CVPR (2022)
Andrés Romero, Juan León, Pablo Arbeláez
Multi-view dynamic facial action unit detection. Image Vis. Comput. 122 (2022)
Juan León Alcázar, María Alejandra Bravo, Guillaume Jeanneret, Ali K. Thabet, Thomas Brox, Pablo Arbeláez, Bernard Ghanem
MAIN: Multi-Attention Instance Network for video segmentation. Comput. Vis. Image Underst. 210 (2021)
Cristina González, Nicolás Ayobi, Isabela Hernández, José Hernández, Jordi Pont-Tuset, Pablo Arbeláez
Panoptic Narrative Grounding. CoRR (2021)
Tobias Roß, Annika Reinke, Peter M. Full, Martin Wagner, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mindroc Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Pablo Arbeláez, Gui-Bin Bian, Sebastian Bodenstedt, Jon Lindström Bolmgren, Laura Bravo Sánchez, Hua-Bin Chen, Cristina González, Dong Guo, Pål Halvorsen, Pheng-Ann Heng, Enes Hosgor, Zeng-Guang Hou, Fabian Isensee, Debesh Jha, Tingting Jiang, Yueming Jin, Kadir Kirtaç, Sabrina Kletz, Stefan Leger, Zhixuan Li, Klaus H. Maier-Hein, Zhen-Liang Ni, Michael A. Riegler, Klaus Schoeffmann, Ruohua Shi, Stefanie Speidel, Michael Stenzel, Isabell Twick, Guotai Wang, Jiacheng Wang, Liansheng Wang, Lu Wang, Yujie Zhang, Yan-Jie Zhou, Lei Zhu, Manuel Wiesenfarth, Annette Kopp-Schneider, Beat P. Müller-Stich, Lena Maier-Hein
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge. Medical Image Anal. 70 (2021)
Laura Alexandra Daza, Juan C. Pérez, Pablo Arbeláez
Towards Robust General Medical Image Segmentation. MICCAI (3) (2021)
Cristina González, Nicolás Ayobi, Isabela Hernández, José Hernández, Jordi Pont-Tuset, Pablo Arbeláez
Panoptic Narrative Grounding. ICCV (2021)
Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Laura Rueda, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez
Enhancing Adversarial Robustness via Test-time Transformation Ensembling. CoRR (2021)
Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Laura Rueda, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez
Enhancing Adversarial Robustness via Test-time Transformation Ensembling. ICCVW (2021)
Guillaume Jeanneret, Juan C. Pérez, Pablo Arbeláez
A Hierarchical Assessment of Adversarial Severity. ICCVW (2021)
Arnaud Huaulmé, Duygu Sarikaya, Kévin Le Mut, Fabien Despinoy, Yonghao Long, Qi Dou, Chin-Boon Chng, Wenjun Lin, Satoshi Kondo, Laura Bravo Sánchez, Pablo Arbeláez, Wolfgang Reiter, Mamoru Mitsuishi, Kanako Harada, Pierre Jannin
MIcro-Surgical Anastomose Workflow recognition challenge report. CoRR (2021)
Arnaud Huaulmé, Duygu Sarikaya, Kévin Le Mut, Fabien Despinoy, Yonghao Long, Qi Dou, Chin-Boon Chng, Wenjun Lin, Satoshi Kondo, Laura Bravo Sánchez, Pablo Arbeláez, Wolfgang Reiter, Manoru Mitsuishi, Kanako Harada, Pierre Jannin
MIcro-surgical anastomose workflow recognition challenge report. Comput. Methods Programs Biomed. 212 (2021)
Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil S. Nalawade, Chandan Ganesh, Benjamin C. Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Alexandra Daza, Catalina Gómez, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat AK, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Verónica Vilaplana, Hugh McHugh, Gonzalo D. Maso Talou, Alan Wang, Jay B. Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Thumbavanam Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, Lasitha Vidyaratne, Md Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Lladó, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas J. Tustison, Craig Meyer, Nisarg A. Shah, Sanjay Talbar, Marc-André Weber, Abhishek Mahajan, András Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel S. Marcus, Aikaterini Kotrotsou, Rivka Colen, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Bjoern H. Menze, Spyridon Bakas, Yarin Gal, Tal Arbel
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results. CoRR (2021)
Angela Castillo, María Escobar, Juan C. Pérez, Andrés Romero, Radu Timofte, Luc Van Gool, Pablo Arbeláez
Generalized Real-World Super-Resolution through Adversarial Robustness. CoRR (2021)
Laura Alexandra Daza, Juan C. Pérez, Pablo Arbeláez
Towards Robust General Medical Image Segmentation. CoRR (2021)
Motasem Alfarra, Juan C. Pérez, Adel Bibi, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem
ClusTR: Clustering Training for Robustness. CoRR (2020)
María Escobar, Angela Castillo, Andrés Romero, Pablo Arbeláez
UltraGAN: Ultrasound Enhancement Through Adversarial Generation. SASHIMI@MICCAI (2020)
Catalina Gómez, Mauricio Neira, Marcela Hernández Hoyos, Pablo Arbeláez, Jaime Forero-Romero
Classifying Image Sequences of Astronomical Transients with Deep Neural Networks. CoRR (2020)
Cristina González, María Escobar, Laura Alexandra Daza, Felipe Torres, Gustavo Triana, Pablo Arbeláez
SIMBA: Specific Identity Markers for Bone Age Assessment. CoRR (2020)
Laura Alexandra Daza, Angela Castillo, María Escobar, Sergio Valencia, Bibiana Pinzón, Pablo Arbeláez
LUCAS: LUng CAncer Screening with Multimodal Biomarkers. ML-CDS/CLIP@MICCAI (2020)
Juan León Alcázar, Fabian Caba, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem
Active Speakers in Context. CVPR (2020)
Cristina González, María Escobar, Laura Alexandra Daza, Felipe Torres, Gustavo Triana, Pablo Arbeláez
SIMBA: Specific Identity Markers for Bone Age Assessment. MICCAI (6) (2020)
Laura Alexandra Daza, Catalina Gómez, Pablo Arbeláez
Cerberus: A Multi-headed Network for Brain Tumor Segmentation. BrainLes@MICCAI (2) (2020)
Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez
Gabor Layers Enhance Network Robustness. ECCV (9) (2020)
Tobias Roß, Annika Reinke, Peter M. Full, Martin Wagner, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mindroc Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Pablo Arbeláez, Gui-Bin Bian, Sebastian Bodenstedt, Jon Lindström Bolmgren, Laura Bravo Sánchez, Hua-Bin Chen, Cristina González, Dong Guo, Pål Halvorsen, Pheng-Ann Heng, Enes Hosgor, Zeng-Guang Hou, Fabian Isensee, Debesh Jha, Tingting Jiang, Yueming Jin, Kadir Kirtaç, Sabrina Kletz, Stefan Leger, Zhixuan Li, Klaus H. Maier-Hein, Zhen-Liang Ni, Michael A. Riegler, Klaus Schoeffmann, Ruohua Shi, Stefanie Speidel, Michael Stenzel, Isabell Twick, Guotai Wang, Jiacheng Wang, Liansheng Wang, Lu Wang, Yujie Zhang, Yan-Jie Zhou, Lei Zhu, Manuel Wiesenfarth, Annette Kopp-Schneider, Beat Peter Müller-Stich, Lena Maier-Hein
Robust Medical Instrument Segmentation Challenge 2019. CoRR (2020)
Mauricio Neira, Catalina Gómez, John F. Suárez-Pérez, Diego A. Gómez, Juan Pablo Reyes, Marcela Hernández Hoyos, Pablo Arbeláez, Jaime E. Forero-Romero
MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition. CoRR (2020)
María Escobar, Cristina González, Felipe Torres, Laura Alexandra Daza, Gustavo Triana, Pablo Arbeláez
Hand Pose Estimation for Pediatric Bone Age Assessment. MICCAI (6) (2019)
Andrés Romero, Pablo Arbeláez, Luc Van Gool, Radu Timofte
SMIT: Stochastic Multi-Label Image-to-Image Translation. ICCV Workshops (2019)
Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez
Robust Gabor Networks. CoRR (2019)
Edgar Margffoy-Tuay, Juan C. Pérez, Emilio Botero, Pablo Arbeláez
Dynamic Multimodal Instance Segmentation guided by natural language queries. CoRR (2018)
Edgar Margffoy-Tuay, Juan C. Pérez, Emilio Botero, Pablo Arbeláez
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries. ECCV (11) (2018)
Andrés Romero, Pablo Arbeláez, Luc Van Gool, Radu Timofte
SMIT: Stochastic Multi-Label Image-to-Image Translation. CoRR (2018)
Juan León, Alejandro Pardo, Pablo Arbeláez
Learning to segment mouse embryo cells. SIPAIM (2017)
Christina Gillmann, Pablo Arbeláez, José Tiberio Hernández, Hans Hagen, Thomas Wischgoll
Intuitive Error Space Exploration of Medical Image Data in Clinical Daily Routine. EuroVis (Short Papers) (2017)
Laura Silvana Castillo, Laura Alexandra Daza, Luis Carlos Rivera, Pablo Arbeláez
Volumetric multimodality neural network for brain tumor segmentation. SIPAIM (2017)
Laura Silvana Castillo, Laura Alexandra Daza, Luis Carlos Rivera, Pablo Arbeláez
Brain Tumor Segmentation and Parsing on MRIs Using Multiresolution Neural Networks. BrainLes@MICCAI (2017)
Felipe Torres, María Alejandra Bravo, Emmanuel Salinas, Gustavo Triana, Pablo Arbeláez
Bone age detection via carpogram analysis using convolutional neural networks. SIPAIM (2017)
Gustavo Pérez, Pablo Arbeláez
Automated detection of lung nodules with three-dimensional convolutional neural networks. SIPAIM (2017)
David Romo, Juan D. García-Arteaga, Pablo Arbeláez, Eduardo Romero
A discriminant multi-scale histopathology descriptor using dictionary learning. Medical Imaging: Digital Pathology (2014)