Allan Zhou
13 papers · 2020–2025 · 5 venues · across top CS/AI venues
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Dynamic Duo
(10)
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The Questioner
π₯
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Machine Learning
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Learning Paradigms Β· Artificial Intelligence
(4)
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(4)
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(3)
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(3)
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(3)
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(2)
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(2)
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(2)
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(2)
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(2)
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neural network
(3)
permutation equivariance
(2)
implicit neural representation
(2)
reinforcement learning
(2)
weight space
(2)
imitation learning
(2)
zero-shot learning
(1)
attention mechanism
(1)
representation learning
(1)
robotic manipulation
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computational efficiency
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data augmentation
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confidence calibration
(1)
model architecture
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3d reconstruction
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language grounding
(1)
deep learning
(1)
online learning
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policy learning
(1)
multi-task learning
(1)
Papers
Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws
ICLR 2025
Neural Processing of Tri-Plane Hybrid Neural Fields
ICLR 2024
Robot Fleet Learning via Policy Merging
ICLR 2024
Universal Neural Functionals
NeurIPS 2024
Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback
EMNLP 2023
NeRF in the Palm of Your Hand: Corrective Augmentation for Robotics via Novel-View Synthesis
CVPR 2023
Neural Functional Transformers
NeurIPS 2023
Permutation Equivariant Neural Functionals
NeurIPS 2023
Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning
ICML 2023
Do deep networks transfer invariances across classes?
ICLR 2022
Meta-learning Symmetries by Reparameterization
ICLR 2021
Noether Networks: meta-learning useful conserved quantities
NeurIPS 2021
Watch, Try, Learn: Meta-Learning from Demonstrations and Rewards
ICLR 2020