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ORCIDPablo Andrés Arbeláez
Pablo Andrés Arbeláez Escalante – Pablo Arbeláez
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2020 – today
- 2024
[c72]Kristen Grauman, Andrew Westbury, Lorenzo Torresani, Kris Kitani, Jitendra Malik, Triantafyllos Afouras, Kumar Ashutosh, Vijay Baiyya, Siddhant Bansal, Bikram Boote, Eugene Byrne, Zachary Chavis, Joya Chen, Feng Cheng, Fu-Jen Chu, Sean Crane, Avijit Dasgupta, Jing Dong, María Escobar, Cristhian Forigua, Abrham Gebreselasie, Sanjay Haresh, Jing Huang, Md Mohaiminul Islam, Suyog Dutt Jain, Rawal Khirodkar, Devansh Kukreja, Kevin J. Liang, Jia-Wei Liu, Sagnik Majumder, Yongsen Mao, Miguel Martin, Effrosyni Mavroudi, Tushar Nagarajan, Francesco Ragusa, Santhosh Kumar Ramakrishnan, Luigi Seminara, Arjun Somayazulu, Yale Song, Shan Su, Zihui Xue, Edward Zhang, Jinxu Zhang, Angela Castillo, Changan Chen, Xinzhu Fu, Ryosuke Furuta, Cristina González, Prince Gupta, Jiabo Hu, Yifei Huang, Yiming Huang, Weslie Khoo, Anush Kumar, Robert Kuo, Sach Lakhavani, Miao Liu, Mi Luo, Zhengyi Luo, Brighid Meredith, Austin Miller, Oluwatumininu Oguntola, Xiaqing Pan, Penny Peng, Shraman Pramanick, Merey Ramazanova, Fiona Ryan, Wei Shan, Kiran Somasundaram, Chenan Song, Audrey Southerland, Masatoshi Tateno, Huiyu Wang, Yuchen Wang, Takuma Yagi, Mingfei Yan, Xitong Yang, Zecheng Yu, Shengxin Cindy Zha, Chen Zhao, Ziwei Zhao, Zhifan Zhu, Jeff Zhuo, Pablo Arbeláez, Gedas Bertasius, Dima Damen, Jakob Engel, Giovanni Maria Farinella, Antonino Furnari, Bernard Ghanem, Judy Hoffman, C. V. Jawahar, Richard A. Newcombe, Hyun Soo Park, James M. Rehg, Yoichi Sato, Manolis Savva, Jianbo Shi, Mike Zheng Shout, Michael Wray:
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives. CVPR 2024: 19383-19400- [c71]Gabriel Mejía
, Daniela Ruiz, Paula Cárdenas, Leonardo Manrique, Daniela Vega, Pablo Arbeláez:
Enhancing Gene Expression Prediction from Histology Images with Spatial Transcriptomics Completion. MICCAI (4) 2024: 91-101 - [c70]Alejandra Pérez, Santiago Rodríguez, Nicolás Ayobi, Nicolás Aparicio, Eugénie Dessevres, Pablo Arbeláez:
MuST: Multi-scale Transformers for Surgical Phase Recognition. MICCAI (6) 2024: 422-432 - [c69]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: 8663-8672 - [i55]Dimitrios Psychogyios, Emanuele Colleoni, Beatrice van Amsterdam, Chih-Yang Li, Shu-Yu Huang, Yuchong Li, Fucang Jia, Baosheng Zou, Guotai Wang, Yang Liu, Maxence Boels, Jiayu Huo, Rachel Sparks, Prokar Dasgupta, Alejandro Granados, Sébastien Ourselin, Mengya Xu, An Wang, Yanan Wu, Long Bai, Hongliang Ren, Atsushi Yamada, Yuriko Harai, Yuto Ishikawa, Kazuyuki Hayashi, Jente Simoens, Pieter DeBacker, Francesco Cisternino, Gabriele Furnari, Alex Mottrie, Federica Ferraguti, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Soohee Kim, Seung Hyun Lee, Kyu Eun Lee, Hyoun-Joong Kong, Kui Fu, Chao Li, Shan An, Stefanie Krell, Sebastian Bodenstedt, Nicolás Ayobi, Alejandra Pérez, Santiago Rodríguez, Juanita Puentes, Pablo Arbeláez, Omid Mohareri, Danail Stoyanov:
SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge. CoRR abs/2401.00496 (2024) - [i54]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 abs/2401.11174 (2024) - [i53]Cristhian Forigua, María Escobar, Pablo Arbeláez:
SuperFormer: Volumetric Transformer Architectures for MRI Super-Resolution. CoRR abs/2406.03359 (2024) - [i52]Gabriel Mejía, Daniela Ruiz, Paula Cárdenas, Leonardo Manrique, Daniela Vega, Pablo Arbeláez:
Enhancing Gene Expression Prediction from Histology Images with Spatial Transcriptomics Completion. CoRR abs/2407.13027 (2024) - [i51]Alejandra Pérez, Santiago Rodríguez, Nicolás Ayobi, Nicolás Aparicio, Eugénie Dessevres, Pablo Arbeláez:
MuST: Multi-Scale Transformers for Surgical Phase Recognition. CoRR abs/2407.17361 (2024) - [i50]Gabriel Pérez S., Juan C. Pérez, Motasem Alfarra, Jesus Zarzar, Sara Rojas, Bernard Ghanem, Pablo Arbeláez:
Deep Learning at the Intersection: Certified Robustness as a Tool for 3D Vision. CoRR abs/2408.13135 (2024) - [i49]Adrito Das, Danyal Z. Khan, Dimitrios Psychogyios, Yitong Zhang, John G. Hanrahan, Francisco Vasconcelos, You Pang, Zhen Chen, Jinlin Wu, Xiaoyang Zou, Guoyan Zheng, Abdul Qayyum, Moona Mazher, Imran Razzak, Tianbin Li, Jin Ye, Junjun He, Szymon Plotka, Joanna Kaleta, Amine Yamlahi, Antoine Jund, Patrick Godau, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Dominik Rivoir, Alejandra Pérez, Santiago Rodríguez, Pablo Arbeláez, Danail Stoyanov, Hani J. Marcus, Sophia Bano:
PitVis-2023 Challenge: Workflow Recognition in videos of Endoscopic Pituitary Surgery. CoRR abs/2409.01184 (2024) - [i48]Soumick Chatterjee, Hendrik Mattern, Marc Dörner, Alessandro Sciarra, Florian Dubost, Hannes Schnurre, Rupali Khatun, Chun-Chih Yu, Tsung-Lin Hsieh, Yi-Shan Tsai, Yi-Zeng Fang, Yung-Ching Yang, Juinn-Dar Huang, Marshall Xu, Siyu Liu, Fernanda L. Ribeiro, Saskia Bollmann, Karthikesh Varma Chintalapati, Chethan Radhakrishna, Sri Chandana Hudukula Ram Kumar, Raviteja Sutrave, Abdul Qayyum, Moona Mazher, Imran Razzak, Cristobal Rodero, Steven Niederren, Fengming Lin, Yan Xia, Jiacheng Wang, Riyu Qiu, Liansheng Wang, Arya Yazdan Panah, Rosana El Jurdi, Guanghui Fu, Janan Arslan, Ghislain Vaillant, Romain Valabrègue, Didier Dormont, Bruno Stankoff, Olivier Colliot, Luisa Vargas, Isai Daniel Chacón, Ioannis Pitsiorlas, Pablo Arbeláez, Maria A. Zuluaga, Stefanie Schreiber, Oliver Speck, Andreas Nürnberger:
SMILE-UHURA Challenge - Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms. CoRR abs/2411.09593 (2024) - [i47]María Escobar, Juanita Puentes, Cristhian Forigua, Jordi Pont-Tuset, Kevis-Kokitsi Maninis, Pablo Arbeláez:
EgoCast: Forecasting Egocentric Human Pose in the Wild. CoRR abs/2412.02903 (2024) - 2023
- [j17]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): 12206-12221 (2023) - [c68]Juan C. Pérez, Motasem Alfarra, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
Towards Characterizing the Semantic Robustness of Face Recognition. CVPR Workshops 2023: 315-325 - [c67]Gabriel Mejía, Paula Cárdenas, Daniela Ruiz, Angela Castillo, Pablo Arbeláez:
SEPAL: Spatial Gene Expression Prediction from Local Graphs. ICCV (Workshops) 2023: 2286-2295 - [c66]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: 3222-3234 - [c65]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: 3730-3734 - [c64]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: 4223-4233 - [c63]Nicolás Ayobi, Alejandra Pérez-Rondón, Santiago Rodríguez, Pablo Arbeláez:
MATIS: Masked-Attention Transformers for Surgical Instrument Segmentation. ISBI 2023: 1-5 - [c62]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: 1-5 - [c61]Natalia Valderrama, Ioannis Pitsiorlas, Luisa Vargas, Pablo Arbeláez, Maria A. Zuluaga:
Job-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images. ISBI 2023: 1-5 - [i46]Nicolás Ayobi, Alejandra Pérez-Rondón, Santiago Rodríguez, Pablo Arbeláez:
MATIS: Masked-Attention Transformers for Surgical Instrument Segmentation. CoRR abs/2303.09514 (2023) - [i45]Natalia Valderrama, Ioannis Pitsiorlas, Luisa Vargas, Pablo Arbeláez, Maria A. Zuluaga:
JoB-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images. CoRR abs/2304.07744 (2023) - [i44]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 abs/2304.11118 (2023) - [i43]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 abs/2306.16606 (2023) - [i42]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 abs/2308.03880 (2023) - [i41]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 abs/2308.13183 (2023) - [i40]Gabriel Mejía, Paula Cárdenas, Daniela Ruiz, Angela Castillo, Pablo Arbeláez:
SEPAL: Spatial Gene Expression Prediction from Local Graphs. CoRR abs/2309.01036 (2023) - [i39]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 abs/2311.01064 (2023) - [i38]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 abs/2312.12487 (2023) - 2022
- [j16]Cristina González, Laura Bravo Sánchez, Pablo Arbeláez:
Surgical instrument grounding for robot-assisted interventions. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10(3): 299-307 (2022) - [j15]Andrés Romero, Juan León, Pablo Arbeláez:
Multi-view dynamic facial action unit detection. Image Vis. Comput. 122: 103723 (2022) - [c60]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: 18973-18990 - [c59]Laura Alexandra Daza, Jordi Pont-Tuset, Pablo Arbeláez:
Adversarially Robust Panoptic Segmentation (ARPaS) Benchmark. ECCV Workshops (1) 2022: 378-395 - [c58]Gabriel Mejía, Natasha Bloch, Pablo Arbeláez:
CanDLE: Illuminating Biases in Transcriptomic Pan-Cancer Diagnosis. CMMCA@MICCAI 2022: 68-77 - [c57]Cristhian Forigua, María Escobar, Pablo Arbeláez:
SuperFormer: Volumetric Transformer Architectures for MRI Super-Resolution. SASHIMI@MICCAI 2022: 132-141 - [c56]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: 442-452 - [i37]Juan C. Pérez, Motasem Alfarra, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
Towards Assessing and Characterizing the Semantic Robustness of Face Recognition. CoRR abs/2202.04978 (2022) - [i36]María Escobar, Laura Alexandra Daza, Cristina González, Jordi Pont-Tuset, Pablo Arbeláez:
Video Swin Transformers for Egocentric Video Understanding @ Ego4D Challenges 2022. CoRR abs/2207.11329 (2022) - [i35]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 abs/2212.04582 (2022) - 2021
- [j14]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: 106452 (2021) - [j13]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: 103240 (2021) - [j12]Tobias Roß, Annika Reinke, Peter M. Full, Martin Wagner, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mîndroc-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: 101920 (2021) - [j11]Yoganand Balagurunathan, Andrew Beers, Michael F. McNitt-Gray, Lubomir M. Hadjiiski, Sandy Napel, Dmitry B. Goldgof, Gustavo Pérez, Pablo Arbeláez, Alireza Mehrtash, Tina Kapur, Ehwa Yang, Jung Won Moon, Gabriel Bernardino Perez, Ricard Delgado-Gonzalo, Mohammad Mehdi Farhangi, Amir A. Amini, Renkun Ni, Xue Feng, Aditya Bagari, Kiran Vaidhya, Benjamin Veasey, Wiem Safta, Hichem Frigui, Joseph Enguehard, Ali Gholipour, Laura Silvana Castillo, Laura Alexandra Daza, Paul F. Pinsky, Jayashree Kalpathy-Cramer, Keyvan Farahani:
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge. IEEE Trans. Medical Imaging 40(12): 3748-3761 (2021) - [c55]Motasem Alfarra, Juan C. Pérez, Adel Bibi, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
Rethinking Clustering for Robustness. BMVC 2021: 38 - [c54]Alejandro Pardo, Mengmeng Xu, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
BAOD: Budget-Aware Object Detection. CVPR Workshops 2021: 1247-1256 - [c53]Juan Leon Alcazar, Fabian Caba, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem:
APES: Audiovisual Person Search in Untrimmed Video. CVPR Workshops 2021: 1720-1729 - [c52]Cristina González, Nicolás Ayobi, Isabela Hernández, José Hernández, Jordi Pont-Tuset, Pablo Arbeláez:
Panoptic Narrative Grounding. ICCV 2021: 1344-1353 - [c51]Guillaume Jeanneret, Juan C. Pérez, Pablo Arbeláez:
A Hierarchical Assessment of Adversarial Severity. ICCVW 2021: 61-70 - [c50]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: 81-91 - [c49]Angela Castillo, María Escobar, Juan C. Pérez, Andrés Romero, Radu Timofte, Luc Van Gool, Pablo Arbeláez:
Generalized Real-World Super-Resolution through Adversarial Robustness. ICCVW 2021: 1855-1865 - [c48]Laura Alexandra Daza, Juan C. Pérez, Pablo Arbeláez:
Towards Robust General Medical Image Segmentation. MICCAI (3) 2021: 3-13 - [c47]Mafe Roa, Laura Alexandra Daza, María Escobar, Angela Castillo, Pablo Arbeláez:
SAMA: Spatially-Aware Multimodal Network with Attention For Early Lung Cancer Diagnosis. ML-CDS@MICCAI 2021: 48-58 - [i34]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 abs/2103.13111 (2021) - [i33]Juan Leon Alcazar, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem, Fabian Caba Heilbron:
APES: Audiovisual Person Search in Untrimmed Video. CoRR abs/2106.01667 (2021) - [i32]Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, Annette Kopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern H. Menze, Olaf Ronneberger, Ronald M. Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick Ferdinand Christ, Richard K. G. Do, Marc Gollub, Stephan Heckers, Henkjan J. Huisman, William R. Jarnagin, Maureen McHugo, Sandy Napel, Jennifer Goli-Pernicka, Kawal S. Rhode, Catalina Tobon-Gomez, Eugene Vorontsov, James A. Meakin, Sébastien Ourselin, Manuel Wiesenfarth, Pablo Arbeláez, Byeonguk Bae, Sihong Chen, Laura Alexandra Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Namkug Kim, Ildoo Kim, Dorit Merhof, Akshay Pai, BeomHee Park, Mathias Perslev, Ramin Rezaiifar, Oliver Rippel, Ignacio Sarasua, Wei Shen, Jaemin Son, Christian Wachinger, Liansheng Wang, Yan Wang, Yingda Xia, Daguang Xu, Zhanwei Xu, Yefeng Zheng, Amber L. Simpson, Lena Maier-Hein, M. Jorge Cardoso:
The Medical Segmentation Decathlon. CoRR abs/2106.05735 (2021) - [i31]Laura Alexandra Daza, Juan C. Pérez, Pablo Arbeláez:
Towards Robust General Medical Image Segmentation. CoRR abs/2107.04263 (2021) - [i30]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 abs/2107.14110 (2021) - [i29]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 abs/2108.11505 (2021) - [i28]Guillaume Jeanneret, Juan C. Pérez, Pablo Arbeláez:
A Hierarchical Assessment of Adversarial Severity. CoRR abs/2108.11785 (2021) - [i27]Cristina González, Nicolás Ayobi, Isabela Hernández, José Hernández, Jordi Pont-Tuset, Pablo Arbeláez:
Panoptic Narrative Grounding. CoRR abs/2109.04988 (2021) - [i26]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, Christian Fuegen, 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, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, 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. CoRR abs/2110.07058 (2021) - [i25]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 Caballero, 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 H. Meyer, Nisarg A. Shah, Sanjay N. 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 abs/2112.10074 (2021) - 2020
- [j10]Gustavo Pérez, Pablo Arbeláez:
Automated lung cancer diagnosis using three-dimensional convolutional neural networks. Medical Biol. Eng. Comput. 58(8): 1803-1815 (2020) - [c46]Laura Alexandra Daza, Catalina Gómez Caballero, Pablo Arbeláez:
Cerberus: A Multi-headed Network for Brain Tumor Segmentation. BrainLes@MICCAI (2) 2020: 342-351 - [c45]Juan León Alcázar, Fabian Caba, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem:
Active Speakers in Context. CVPR 2020: 12462-12471 - [c44]Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez:
Gabor Layers Enhance Network Robustness. ECCV (9) 2020: 450-466 - [c43]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: 115-124 - [c42]María Escobar, Angela Castillo, Andrés Romero, Pablo Arbeláez:
UltraGAN: Ultrasound Enhancement Through Adversarial Generation. SASHIMI@MICCAI 2020: 120-130 - [c41]Cristina González, Laura Bravo Sánchez, Pablo Arbeláez:
ISINet: An Instance-Based Approach for Surgical Instrument Segmentation. MICCAI (3) 2020: 595-605 - [c40]Cristina González, María Escobar, Laura Alexandra Daza, Felipe Torres, Gustavo Triana, Pablo Arbeláez:
SIMBA: Specific Identity Markers for Bone Age Assessment. MICCAI (6) 2020: 753-763 - [i24]Tobias Roß, Annika Reinke, Peter M. Full, Martin Wagner, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mîndroc-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 abs/2003.10299 (2020) - [i23]Catalina Gómez Caballero, Mauricio Neira, Marcela Hernández Hoyos, Pablo Arbeláez, Jaime Forero-Romero:
Classifying Image Sequences of Astronomical Transients with Deep Neural Networks. CoRR abs/2004.13877 (2020) - [i22]Juan Leon Alcazar, Fabian Caba Heilbron, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem:
Active Speakers in Context. CoRR abs/2005.09812 (2020) - [i21]Motasem Alfarra, Juan C. Pérez, Adel Bibi, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
ClusTR: Clustering Training for Robustness. CoRR abs/2006.07682 (2020) - [i20]Mauricio Neira, Catalina Gómez Caballero, 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 abs/2006.13163 (2020) - [i19]Cristina González, María Escobar, Laura Alexandra Daza, Felipe Torres, Gustavo Triana, Pablo Arbeláez:
SIMBA: Specific Identity Markers for Bone Age Assessment. CoRR abs/2007.05454 (2020) - [i18]Cristina González, Laura Bravo Sánchez, Pablo Arbeláez:
ISINet: An Instance-Based Approach for Surgical Instrument Segmentation. CoRR abs/2007.05533 (2020)
2010 – 2019
- 2019
- [c39]Andrés Romero, Pablo Arbeláez, Luc Van Gool, Radu Timofte:
SMIT: Stochastic Multi-Label Image-to-Image Translation. ICCV Workshops 2019: 3285-3294 - [c38]María Escobar, Cristina González, Felipe Torres, Laura Alexandra Daza, Gustavo Triana, Pablo Arbeláez:
Hand Pose Estimation for Pediatric Bone Age Assessment. MICCAI (6) 2019: 531-539 - [i17]Alejandro Pardo, Mengmeng Xu, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
BAOD: Budget-Aware Object Detection. CoRR abs/1904.05443 (2019) - [i16]Juan Leon Alcazar, María Alejandra Bravo, Ali K. Thabet, Guillaume Jeanneret, Thomas Brox, Pablo Arbeláez, Bernard Ghanem:
MAIN: Multi-Attention Instance Network for Video Segmentation. CoRR abs/1904.05847 (2019) - [i15]Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez:
Robust Gabor Networks. CoRR abs/1912.05661 (2019) - 2018
- [j9]Christina Gillmann, Pablo Arbeláez, José Tiberio Hernández, Hans Hagen, Thomas Wischgoll:
An Uncertainty-Aware Visual System for Image Pre-Processing. J. Imaging 4(9): 109 (2018) - [j8]Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez, Luc Van Gool:
Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 40(4): 819-833 (2018) - [c37]Edgar Margffoy-Tuay, Juan C. Pérez, Emilio Botero, Pablo Arbeláez:
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries. ECCV (11) 2018: 656-672 - [i14]Edgar Margffoy-Tuay, Juan C. Pérez, Emilio Botero, Pablo Arbeláez:
Dynamic Multimodal Instance Segmentation guided by natural language queries. CoRR abs/1807.02257 (2018) - [i13]Andrés Romero, Pablo Arbeláez, Luc Van Gool, Radu Timofte:
SMIT: Stochastic Multi-Label Image-to-Image Translation. CoRR abs/1812.03704 (2018) - 2017
- [j7]Jordi Pont-Tuset, Pablo Arbeláez, Jonathan T. Barron, Ferran Marqués, Jitendra Malik:
Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation. IEEE Trans. Pattern Anal. Mach. Intell. 39(1): 128-140 (2017) - [j6]Bharath Hariharan, Pablo Arbeláez, Ross B. Girshick, Jitendra Malik:
Object Instance Segmentation and Fine-Grained Localization Using Hypercolumns. IEEE Trans. Pattern Anal. Mach. Intell. 39(4): 627-639 (2017) - [c36]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: 332-343 - [c35]Laura Silvana Castillo, Laura Alexandra Daza, Luis Carlos Rivera, Pablo Arbeláez:
Volumetric multimodality neural network for brain tumor segmentation. SIPAIM 2017: 105720E - [c34]María Alejandra Bravo, Pablo Andrés Arbeláez:
Automatic diabetic retinopathy classification. SIPAIM 2017: 105721E - [c33]