Filipe Condessa

According to our database, Filipe Condessa authored at least 19 papers between 2012 and 2024.

Collaborative distances:

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

2024

A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Differentiable Front End with a Skip Connection.

Leonid Boytsov, Ameya Joshi, Filipe Condessa

CoRR, 2024

2023

Leveraging Foundation Models to Improve Lightweight Clients in Federated Learning.

Xidong Wu, Wan-Yi Lin, Devin Willmott, Filipe Condessa, Yufei Huang, Zhenzhen Li, Madan Ravi Ganesh

CoRR, 2023

2022

Smooth-Reduce: Leveraging Patches for Improved Certified Robustness.

Ameya Joshi, Minh Pham, Minsu Cho, Leonid Boytsov, Filipe Condessa, J. Zico Kolter, Chinmay Hegde

CoRR, 2022

2021

You Only Query Once: Effective Black Box Adversarial Attacks with Minimal Repeated Queries.

Devin Willmott, Anit Kumar Sahu, Fatemeh Sheikholeslami, Filipe Condessa, J. Zico Kolter

CoRR, 2021

Defending Multimodal Fusion Models Against Single-Source Adversaries.

Karren Yang, Wan-Yi Lin, Manash Barman, Filipe Condessa, J. Zico Kolter

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Provably robust deep generative models.

Filipe Condessa, J. Zico Kolter

CoRR, 2020

2018

Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization.

Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Peijun Du, Antonio Plaza

IEEE Trans. Geosci. Remote. Sens., 2018

2017

Performance measures for classification systems with rejection.

Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic

Pattern Recognit., 2017

From Ideas to Social Signals: Spatiotemporal Analysis of Social Media Dynamics.

Filipe Condessa, Radu Marculescu

Proceedings of the 2nd International Workshop on Social Sensing, 2017

2016

Supervised Hyperspectral Image Classification With Rejection.

Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Convex formulation for hyperspectral image classification with superpixels.

Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Antonio J. Plaza

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Image Classification with Rejection using Contextual Information.

Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic

CoRR, 2015

Robust hyperspectral image classification with rejection fields.

Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization.

Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Unsupervised image segmentation using comparative reasoning and random walks.

Anuva Kulkarni, Filipe Condessa, Jelena Kovacevic

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014

Supervised hyperspectral image segmentation: A convex formulation using hidden fields.

Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Alternating direction optimization for image segmentation using hidden Markov measure field models.

José M. Bioucas-Dias, Filipe Condessa, Jelena Kovacevic

Proceedings of the Image Processing: Algorithms and Systems XII, 2014

2013

Classification with reject option using contextual information.

Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012

Segmentation and Detection of Colorectal Polyps Using Local Polynomial Approximation.

Filipe Condessa, José M. Bioucas-Dias

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012