Jeffrey Gu
6 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
CVPR (2)
ICCV (1)
ICLR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
neural field
(2)
contrastive learning
(1)
self-supervised learning
(1)
medical imaging
(1)
3d vision
(1)
motion capture
(1)
biomedical imaging
(1)
variational autoencoder
(1)
vision-language model
(1)
3d human motion
(1)
monocular video
(1)
image-text retrieval
(1)
zero-shot classification
(1)
hyperbolic embedding
(1)
isometric transformation
(1)
gradient-based meta-learning
(1)
neural process
(1)
3d shape
(1)
multi-modal dataset
(1)
shape representation
(1)
Papers
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature
CVPR 2025
Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models
ICLR 2025
NeMo: Learning 3D Neural Motion Fields From Multiple Video Instances of the Same Action
CVPR 2023
Generalizable Neural Fields as Partially Observed Neural Processes
ICCV 2023
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations
NIPS 2021
Staying in shape: learning invariant shape representations using contrastive learning
UAI 2021