Talfan Evans
4 papers · 2019–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Techniques
(2)
Interdisciplinary
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Science
(1)
Keywords
model compression
(1)
active learning
(1)
contrastive learning
(1)
bayesian inference
(1)
probabilistic inference
(1)
knowledge distillation
(1)
multimodal learning
(1)
message passing
(1)
stochastic process
(1)
spatial representation
(1)
vision-language model
(1)
model approximation
(1)
vision encoder
(1)
zero-shot classification
(1)
structural inference
(1)
grid cell
(1)
data curation
(1)
multimodal pretraining
(1)
multimodal contrastive learning
(1)
active data curation
(1)
Papers
Active Data Curation Effectively Distills Large-Scale Multimodal Models
CVPR 2025
Bad Students Make Great Teachers: Active Learning Accelerates Large-Scale Visual Understanding
ECCV 2024
Data curation via joint example selection further accelerates multimodal learning
NeurIPS 2024
Coordinated hippocampal-entorhinal replay as structural inference
NeurIPS 2019