Fabio De Sousa Ribeiro
12 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
π Renaissance Researcher (5) π Academic Marathon (5) π Conference Polyglot (6) π Cross-Pollinator (14) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π
Conference Polyglot
(6)
π
Grand Slam
π€
Dynamic Duo
(10)
β‘
Prolific Year
(5)
π
Conference Pioneer
π
Century Club
(12)
Conferences
ICLR (3)
MICCAI (3)
ICML (2)
NIPS (2)
AAAI (1)
ICCV (1)
Top co-authors
Keywords
generative model
(2)
mixture model
(2)
capsule network
(2)
variational inference
(2)
pose estimation
(2)
probabilistic modeling
(1)
bayesian learning
(1)
uncertainty quantification
(1)
medical image segmentation
(1)
shape recognition
(1)
minimum description length
(1)
probabilistic segmentation
(1)
viewpoint invariance
(1)
autoregressive model
(1)
latent variable
(1)
variational autoencoder
(1)
counterfactual reasoning
(1)
structural causal model
(1)
object-centric learning
(1)
flow-based model
(1)
Papers
Segmentor-guided Counterfactual Fine-Tuning for Locally Coherent and Targeted Image Synthesis
MICCAI 2025
Flow Stochastic Segmentation Networks
ICCV 2025
Rethinking Fair Representation Learning for Performance-Sensitive Tasks
ICLR 2025
Diffusion Counterfactual Generation with Semantic Abduction
ICML 2025
CF-Seg: Counterfactuals meet Segmentation
MICCAI 2025
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention
NIPS 2024
Mitigating attribute amplification in counterfactual image generation
MICCAI 2024
Grounded Object-Centric Learning
ICLR 2024
Measuring axiomatic soundness of counterfactual image models
ICLR 2023
High Fidelity Image Counterfactuals with Probabilistic Causal Models
ICML 2023
Capsule Routing via Variational Bayes
AAAI 2020
Introducing Routing Uncertainty in Capsule Networks
NIPS 2020