Junyi Wei
5 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π Conference Polyglot (3)
π
Triple Crown
β
The Questioner
Conferences
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
learning theory
(1)
lottery ticket hypothesis
(1)
neural tangent kernel
(1)
image segmentation
(1)
transfer learning
(1)
image retrieval
(1)
information retrieval
(1)
multimodal learning
(1)
multi-modal learning
(1)
foundation model
(1)
vision-language model
(1)
embedding alignment
(1)
interleaved embedding
(1)
neural network
(1)
transformer interface
(1)
gradient feature learning
(1)
Papers
Interfacing Foundation Models' Embeddings
NIPS 2024
Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning
ICLR 2024
Why Larger Language Models Do In-context Learning Differently?
ICML 2024
Provable Guarantees for Neural Networks via Gradient Feature Learning
NIPS 2023
A Theoretical Analysis on Feature Learning in Neural Networks: Emergence from Inputs and Advantage over Fixed Features
ICLR 2022