Safa Messaoud
5 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) β The Questioner
π
Conference Pioneer
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Core AI
(2)
Methods
(2)
Computer Vision
(1)
Analysis
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Optimization & Theory
(1)
Keywords
adversarial training
(2)
reinforcement learning
(1)
semantic segmentation
(1)
variational inference
(1)
robustness
(1)
sample complexity
(1)
policy learning
(1)
heuristic search
(1)
intrinsic dimensionality
(1)
projected gradient descent
(1)
graphical model inference
(1)
adversarial attack
(1)
graphical model
(1)
language model
(1)
language model robustness
(1)
energy-based model
(1)
soft actor-critic
(1)
conditional random field
(1)
stein variational gradient descent
(1)
maximum entropy reinforcement learning
(1)
Papers
Explaining the role of Intrinsic Dimensionality in Adversarial Training
ICML 2025
S$2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic
ICLR 2024
Impact of Adversarial Training on Robustness and Generalizability of Language Models
ACL 2023
Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning?
CVPR 2020
Structural Consistency and Controllability for Diverse Colorization
ECCV 2018