Alexander Amini
14 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (5)
πΊοΈ
Taxonomy Completionist
(27)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Triple Crown
π€
Dynamic Duo
(13)
π
Grand Slam
π₯
Unstoppable
(6)
π
Century Club
(14)
Conferences
NIPS (5)
ICLR (4)
ICML (2)
AAAI (1)
CORL (1)
L4DC (1)
Top co-authors
Keywords
continuous-time neural network
(2)
neural ordinary differential equation
(2)
neural network
(2)
neural tangent kernel
(2)
kernel learning
(1)
imitation learning
(1)
adversarial robustness
(1)
adversarial training
(1)
feature learning
(1)
random feature approximation
(1)
epistemic uncertainty
(1)
time series prediction
(1)
model pruning
(1)
kernel ridge regression
(1)
dynamical system
(1)
generative model
(1)
hidden state
(1)
recurrent neural network
(1)
uncertainty quantification
(1)
reinforcement learning
(1)
Papers
STAR: Synthesis of Tailored Architectures
ICLR 2025
Large Scale Dataset Distillation with Domain Shift
ICML 2024
Gaussian Splatting to Real World Flight Navigation Transfer with Liquid Networks
CORL 2024
Understanding Reconstruction Attacks with the Neural Tangent Kernel and Dataset Distillation
ICLR 2024
Liquid Structural State-Space Models
ICLR 2023
Learning Stability Attention in Vision-based End-to-end Driving Policies
L4DC 2023
Evolution of Neural Tangent Kernels under Benign and Adversarial Training
NIPS 2022
Efficient Dataset Distillation using Random Feature Approximation
NIPS 2022
Causal Navigation by Continuous-time Neural Networks
NIPS 2021
Sparse Flows: Pruning Continuous-depth Models
NIPS 2021
Liquid Time-constant Networks
AAAI 2021
Deep Orientation Uncertainty Learning based on a Bingham Loss
ICLR 2020
Deep Evidential Regression
NIPS 2020
A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits
ICML 2020