Aran Nayebi
11 papers · 2016–2026 · 4 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (25) 🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze
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Topic Evolution
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Trend Setter
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Century Club · Bronze
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Deep Learning
(8)
Architectures
(8)
Artificial Intelligence
(4)
Interdisciplinary
(4)
Machine Learning
(4)
Computer Vision
(3)
Analysis
(3)
Core AI · Artificial Intelligence
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Science
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Cognitive Science
(2)
Core Methods
(2)
Optimization & Theory
(2)
Core AI · Computer Vision
(1)
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Keywords
convolutional neural network
(5)
deep neural network
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neural response
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self-supervised learning
(2)
recurrent neural network
(2)
local learning
(1)
computational neuroscience
(1)
representation learning
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bounded rationality
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neural encoding
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cognitive modeling
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communication complexity
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model architecture
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future prediction
(1)
predictive modeling
(1)
object recognition
(1)
graph representation
(1)
hierarchical representation
(1)
sensory processing
(1)
neural network interpretability
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Papers
Intrinsic Barriers and Practical Pathways for Human–AI Alignment: An Agreement-Based Complexity Analysis
AAAI 2026
What Capable Agents Must Know: Selection Theorems for Robust Decision-Making under Uncertainty
UAI 2026
Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes
NeurIPS 2023
Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks
NeurIPS 2021
Identifying Learning Rules From Neural Network Observables
NeurIPS 2020
Learning Physical Graph Representations from Visual Scenes
NeurIPS 2020
Two Routes to Scalable Credit Assignment without Weight Symmetry
ICML 2020
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs
NeurIPS 2019
From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction
NeurIPS 2019
Task-Driven Convolutional Recurrent Models of the Visual System
NeurIPS 2018
Deep Learning Models of the Retinal Response to Natural Scenes
NeurIPS 2016