Uygar Sümbül
6 papers · 2016–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (9) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (19)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
NIPS (4)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
representation learning
(2)
image segmentation
(1)
self-supervised learning
(1)
3d vision
(1)
multispectral imaging
(1)
multi-modal learning
(1)
instance segmentation
(1)
gradient descent
(1)
neuronal activity
(1)
recurrent neural network
(1)
cross-modal alignment
(1)
credit assignment
(1)
backpropagation through time
(1)
permutation invariance
(1)
population dynamics
(1)
eligibility trace
(1)
dynamical model
(1)
biological neural network
(1)
neural clustering
(1)
neural network
(1)
Papers
Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function
AAAI 2025
NetFormer: An interpretable model for recovering dynamical connectivity in neuronal population dynamics
ICLR 2025
Learning Time-Invariant Representations for Individual Neurons from Population Dynamics
NIPS 2023
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators
NIPS 2022
A coupled autoencoder approach for multi-modal analysis of cell types
NIPS 2019
Automated scalable segmentation of neurons from multispectral images
NIPS 2016