Mehdi Azabou
11 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(7)
π
Century Club
(11)
π₯
Unstoppable
(5)
Conferences
NIPS (6)
ICML (3)
ICLR (2)
Top co-authors
Keywords
self-supervised learning
(4)
neural decoding
(3)
representation learning
(2)
multi-task learning
(2)
transformer architecture
(2)
behavior analysis
(1)
brain-computer interface
(1)
message passing
(1)
neural activity
(1)
neural population
(1)
neural population decoding
(1)
action prediction
(1)
disentangled representation
(1)
variational autoencoder
(1)
foundation model
(1)
latent space
(1)
distribution alignment
(1)
neural spiking datum
(1)
permutation invariance
(1)
population dynamics
(1)
Papers
Multi-session, multi-task neural decoding from distinct cell-types and brain regions
ICLR 2025
Neural Encoding and Decoding at Scale
ICML 2025
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
Half-Hop: A graph upsampling approach for slowing down message passing
ICML 2023
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers
NIPS 2022
Large-Scale Representation Learning on Graphs via Bootstrapping
ICLR 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