Yanpeng Zhao
14 papers · 2015–2026 · 9 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (33) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Half
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(67)
Top co-authors
Research topics
Machine Learning
(10)
Natural Language Processing
(7)
Artificial Intelligence
(6)
Core AI
(6)
Core Methods
(6)
Deep Learning
(5)
Understanding
(5)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Applications
(2)
Bayesian & Probabilistic
(2)
Mathematics
(2)
Models
(2)
Keywords
grammar induction
(5)
probabilistic context-free grammar
(4)
syntactic parsing
(3)
constituency parsing
(3)
zero-shot learning
(3)
unsupervised parsing
(3)
multimodal learning
(3)
probabilistic grammar
(2)
visual grounding
(2)
neural network
(2)
video understanding
(2)
part-of-speech tagging
(1)
structure learning
(1)
probabilistic modeling
(1)
audio classification
(1)
domain adaptation
(1)
probabilistic reasoning
(1)
self-supervised learning
(1)
audio visual
(1)
tensor decomposition
(1)
Papers
v-HUB: A Benchmark for Video Humor Understanding from Vision and Sound
ACL 2026
An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding
NeurIPS 2024
DynaVol: Unsupervised Learning for Dynamic Scenes through Object-Centric Voxelization
ICLR 2024
On the Transferability of Visually Grounded PCFGs
EMNLP 2023
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer
NAACL 2022
MERLOT Reserve: Neural Script Knowledge Through Vision and Language and Sound
CVPR 2022
An Empirical Study of Compound PCFGs
EACL 2021
Neural Bi-Lexicalized PCFG Induction
ACL 2021
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols
NAACL 2021
Unsupervised Natural Language Parsing (Introductory Tutorial)
EACL 2021
Visually Grounded Compound PCFGs
EMNLP 2020
Gaussian Mixture Latent Vector Grammars
ACL 2018
Structured Attentions for Visual Question Answering
ICCV 2017
Curriculum Learning of Bayesian Network Structures
ACML 2015