Alex H Williams

8 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (5) NIPS (3)

Top co-authors

David Lipshutz (2) Sarah E Harvey (2) Bartul Mimica (1) Lisa Giocomo (1) Malcolm Campbell (1) Anshuman Sabath (1) Jenelle Feather (1) Mala Murthy (1) Jeroen Olieslagers (1) James Russell Ravenel (1)

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