Eva Dyer
8 papers · 2019–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (5) π Cross-Pollinator (13)
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Renaissance Researcher
(7)
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Taxonomy Completionist
(25)
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Hot Topic Early Bird
Conferences
NIPS (7)
ICML (1)
Top co-authors
Keywords
neural decoding
(4)
self-supervised learning
(3)
representation learning
(2)
distribution alignment
(2)
multi-task learning
(2)
optimal transport
(2)
transformer architecture
(2)
neural activity
(1)
neural population
(1)
neural population decoding
(1)
action prediction
(1)
multimodal distribution
(1)
disentangled representation
(1)
variational autoencoder
(1)
foundation model
(1)
latent space
(1)
neural spiking datum
(1)
permutation invariance
(1)
population dynamics
(1)
anchor point
(1)
Papers
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution
NIPS 2024
A Unified, Scalable Framework for Neural Population Decoding
NIPS 2023
Relax, it doesnβt matter how you get there: A new self-supervised approach for multi-timescale behavior analysis
NIPS 2023
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers
NIPS 2022
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction
NIPS 2022
Making transport more robust and interpretable by moving data through a small number of anchor points
ICML 2021
Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity
NIPS 2021
Hierarchical Optimal Transport for Multimodal Distribution Alignment
NIPS 2019