Ding Zhou
4 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Core AI · Artificial Intelligence
(2)
Models
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Keywords
contrastive learning
(1)
video captioning
(1)
neural activity
(1)
neural population activity
(1)
fault tolerance
(1)
video annotation
(1)
latent variable model
(1)
video summarization
(1)
variational autoencoder
(1)
cross-modal alignment
(1)
vision-language model
(1)
multimodal representation
(1)
video-language model
(1)
token embedding
(1)
retrieval task
(1)
finite discrete token
(1)
large language model training
(1)
distributed training system
(1)
gpu cluster scaling
(1)
model flops utilization
(1)
Papers
DeVAn: Dense Video Annotation for Video-Language Models
ACL 2024
MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs
NSDI 2024
Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens
CVPR 2023
Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE
NeurIPS 2020