Filipe Condessa

26 papers A* 1C 2Journal 15Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Differentiable Front End with a Skip Connection.
Trans. Mach. Learn. Res.
Leonid Boytsov, Ameya Joshi, Filipe Condessa
2025 J jnl
CompactPrompt: A Unified Pipeline for Prompt Data Compression in LLM Workflows.
CoRR
Joong Ho Choi, Jiayang Zhao, Jeel Shah, Ritvika Sonawane, Vedant Singh, Avani Appalla, Will Flanagan, Filipe Condessa
2024 J jnl
A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Differentiable Front End with a Skip Connection.
CoRR
Leonid Boytsov, Ameya Joshi, Filipe Condessa
2023 J jnl
Leveraging Foundation Models to Improve Lightweight Clients in Federated Learning.
CoRR
Xidong Wu, Wan-Yi Lin, Devin Willmott, Filipe Condessa, Yufei Huang, Zhenzhen Li, Madan Ravi Ganesh
2022 J jnl
Defending Multimodal Fusion Models against Single-Source Adversaries.
CoRR
Karren Yang, Wan-Yi Lin, Manash Barman, Filipe Condessa, J. Zico Kolter
2022 J jnl
Smooth-Reduce: Leveraging Patches for Improved Certified Robustness.
CoRR
Ameya Joshi, Minh Pham, Minsu Cho, Leonid Boytsov, Filipe Condessa, J. Zico Kolter, Chinmay Hegde
2021 A* conf
Defending Multimodal Fusion Models Against Single-Source Adversaries.
CVPR
Karren Yang, Wan-Yi Lin, Manash Barman, Filipe Condessa, J. Zico Kolter
2021 J jnl
You Only Query Once: Effective Black Box Adversarial Attacks with Minimal Repeated Queries.
CoRR
Devin Willmott, Anit Kumar Sahu, Fatemeh Sheikholeslami, Filipe Condessa, J. Zico Kolter
2020 J jnl
Provably robust deep generative models.
CoRR
Filipe Condessa, J. Zico Kolter
2018 J jnl
Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization.
IEEE Trans. Geosci. Remote. Sens.
Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Peijun Du, Antonio Plaza
2017 — conf
From Ideas to Social Signals: Spatiotemporal Analysis of Social Media Dynamics.
SocialSens@CPSWeek
Filipe Condessa, Radu Marculescu
2017 J jnl
Performance measures for classification systems with rejection.
Pattern Recognit.
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2016 C conf
Convex formulation for hyperspectral image classification with superpixels.
IGARSS
Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Antonio J. Plaza
2016 J jnl
Supervised Hyperspectral Image Classification With Rejection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2015 J jnl
Image Classification with Rejection using Contextual Information.
CoRR
Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic
2015 J jnl
Performance measures for classification systems with rejection.
CoRR
Filipe Condessa, Jelena Kovacevic, José M. Bioucas-Dias
2015 — conf
Robust hyperspectral image classification with rejection fields.
WHISPERS
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2015 J jnl
Robust hyperspectral image classification with rejection fields.
CoRR
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2015 — conf
SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization.
WHISPERS
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2015 J jnl
SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization.
CoRR
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2015 C conf
Supervised hyperspectral image classification with rejection.
IGARSS
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2015 — conf
Unsupervised image segmentation using comparative reasoning and random walks.
GlobalSIP
Anuva Kulkarni, Filipe Condessa, Jelena Kovacevic
2014 — conf
Alternating direction optimization for image segmentation using hidden Markov measure field models.
Image Processing: Algorithms and Systems
José M. Bioucas-Dias, Filipe Condessa, Jelena Kovacevic
2014 — conf
Supervised hyperspectral image segmentation: A convex formulation using hidden fields.
WHISPERS
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
2013 — conf
Classification with reject option using contextual information.
ISBI
Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic
2012 — conf
Segmentation and Detection of Colorectal Polyps Using Local Polynomial Approximation.
ICIAR (2)
Filipe Condessa, José M. Bioucas-Dias