Davis Wertheimer
4 papers · 2019–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
👥
Mega-Team · Squad
Top co-authors
Research topics
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Deep Learning
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Resources & Methods
(1)
Keywords
few-shot learning
(2)
fine-grained classification
(2)
domain generalization
(2)
representation learning
(2)
knowledge distillation
(1)
named entity recognition
(1)
information retrieval
(1)
object localization
(1)
latent space
(1)
text embedding
(1)
pose normalization
(1)
feature reconstruction
(1)
few-shot classification
(1)
bilinear pooling
(1)
domain-specific language model
(1)
large language model
(1)
support feature
(1)
few-shot recognition
(1)
feature map reconstruction
(1)
query feature
(1)
Papers
INDUS: Effective and Efficient Language Models for Scientific Applications
EMNLP 2024
Few-Shot Classification With Feature Map Reconstruction Networks
CVPR 2021
Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition
CVPR 2020
Few-Shot Learning With Localization in Realistic Settings
CVPR 2019