Alireza Javanmardi
7 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(4)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Core Methods
(3)
Computer Vision
(2)
Learning Types
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Analysis
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Generation
(1)
Models
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
conformal prediction
(4)
epistemic uncertainty
(3)
uncertainty quantification
(3)
prediction set
(3)
aleatoric uncertainty
(2)
credal set
(2)
feedback mechanism
(1)
diffusion model
(1)
open-vocabulary segmentation
(1)
pose transfer
(1)
temporal coherence
(1)
conditional coverage
(1)
proper scoring rule
(1)
ordinal classification
(1)
conformal risk control
(1)
human animation
(1)
large language model
(1)
graph neural network
(1)
von neumann entropy
(1)
uncertainty decomposition
(1)
Papers
Fine-grained Uncertainty Decomposition in Large Language Models: A Spectral Approach
AAAI 2026
Optimal Conformal Prediction under Epistemic Uncertainty
UAI 2026
ReLaGS: Relational Language Gaussian Splatting
CVPR 2026
Reliable Conformal Prediction for Ordinal Classification Using the Ranked Probability Score
UAI 2026
TalkingPose: Efficient Face and Gesture Animation with Feedback-guided Diffusion Model
WACV 2026
Conformal Prediction without Nonconformity Scores
UAI 2025
Conformalized Credal Set Predictors
NeurIPS 2024