Walter Talbott
8 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (11)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
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Trend Setter
Conferences
ICML (3)
NIPS (2)
ICLR (1)
NAACL (1)
WACV (1)
Top co-authors
Keywords
representation learning
(3)
metric learning
(1)
feature extraction
(1)
self-supervised learning
(1)
loss landscape
(1)
neural architecture
(1)
nearest neighbor
(1)
shape reconstruction
(1)
unsupervised representation learning
(1)
generative model
(1)
latent representation
(1)
inductive bia
(1)
language model
(1)
generative adversarial network
(1)
evaluation metric
(1)
radiance field
(1)
masked autoencoder
(1)
camera pose
(1)
3d scene generation
(1)
position embedding
(1)
Papers
Large Language Models as Generalizable Policies for Embodied Tasks
ICLR 2024
Position Prediction as an Effective Pretraining Strategy
ICML 2022
GAUDI: A Neural Architect for Immersive 3D Scene Generation
NIPS 2022
Regularized Training of Nearest Neighbor Language Models
NAACL 2022
Efficient Representation Learning via Adaptive Context Pooling
ICML 2022
On the Generalization of Learning-Based 3D Reconstruction
WACV 2021
Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment
ICML 2019
Adversarial Fisher Vectors for Unsupervised Representation Learning
NIPS 2019