Alex H Williams
8 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (5)
NIPS (3)
Top co-authors
Keywords
representation learning
(1)
sound source localization
(1)
model architecture
(1)
deep learning
(1)
canonical correlation analysis
(1)
neural representation
(1)
neural response
(1)
grid cell
(1)
convolutional layer
(1)
kernel alignment
(1)
similarity metric
(1)
multi-channel audio
(1)
task-driven neural network
(1)
neuroscience modeling
(1)
rodent vocalization
(1)
Papers
Comparing noisy neural population dynamics using optimal transport distances
ICLR 2025
Disentangling 3D Animal Pose Dynamics with Scrubbed Conditional Latent Variables
ICLR 2025
Discriminating image representations with principal distortions
ICLR 2025
Estimating Shape Distances on Neural Representations with Limited Samples
ICLR 2024
Vocal Call Locator Benchmark (VCL) for localizing rodent vocalizations from multi-channel audio
NIPS 2024
Representational Dissimilarity Metric Spaces for Stochastic Neural Networks
ICLR 2023
Generalized Shape Metrics on Neural Representations
NIPS 2021
Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks
NIPS 2021