NAIRA HOVAKIMYAN
14 papers · 2019–2026 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Renaissance Researcher
(5)
β‘
Prolific Year Β· Productive
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(68)
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Robotics
(5)
Reinforcement Learning
(4)
Optimization & Theory
(4)
Systems
(4)
Deep Learning
(3)
Methods
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Analysis
(2)
Application Areas
(2)
Applications
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Keywords
adaptive control
(3)
remote sensing
(2)
aerial imagery
(2)
motion planning
(2)
deep learning
(2)
semantic segmentation
(2)
trajectory tracking
(2)
policy learning
(1)
reinforcement learning
(1)
neural network pruning
(1)
bayesian learning
(1)
feature embedding
(1)
variational inference
(1)
adversarial training
(1)
path planning
(1)
contrastive learning
(1)
neural network optimization
(1)
model predictive control
(1)
imitation learning
(1)
visual representation
(1)
Papers
A Robust Task-Level Control Architecture for Learned Dynamical Systems
L4DC 2026
Proto-MPC: An encoder-prototype-decoder approach for quadrotor control in challenging winds
L4DC 2024
Robust Model Based Reinforcement Learning Using L_1 Adaptive Control
ICLR 2024
Balanced Training for Sparse GANs
NeurIPS 2023
DiffTune$^+$: Hyperparameter-Free Auto-Tuning using Auto-Differentiation
L4DC 2023
Hallucination Improves the Performance of Unsupervised Visual Representation Learning
ICCV 2023
Optimizing Crop Management with Reinforcement Learning and Imitation Learning
IJCAI 2023
Safe and Efficient Reinforcement Learning using Disturbance-Observer-Based Control Barrier Functions
L4DC 2023
Contraction L1-Adaptive Control using Gaussian Processes
L4DC 2021
Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery
AAAI 2021
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis
CVPR 2020
f-Divergence Variational Inference
NeurIPS 2020
L1-GP: L1 Adaptive Control with Bayesian Learning
L4DC 2020
Proximity Queries for Absolutely Continuous Parametric Curves
RSS 2019