Guocheng Niu
8 papers · 2018–2023 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird
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Keyword Pioneer
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Deep Learning
(5)
Learning Types Β· Deep Learning
(5)
Computer Vision
(4)
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Applications
(3)
Core AI
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Generation
(2)
Models
(2)
Processing
(2)
Application Areas
(1)
Architectures
(1)
Keywords
multimodal learning
(3)
cross-modal matching
(2)
representation learning
(2)
text classification
(1)
text generation
(1)
commonsense knowledge
(1)
knowledge distillation
(1)
textual knowledge
(1)
text-to-image generation
(1)
semantic alignment
(1)
image-text pair
(1)
vision-language pre-training
(1)
multimodal understanding
(1)
image-text alignment
(1)
video question answering
(1)
global representation
(1)
image captioning
(1)
encoder-decoder architecture
(1)
neural network classifier
(1)
weakly supervised learning
(1)
Papers
Knowledge-Constrained Answer Generation for Open-Ended Video Question Answering
AAAI 2023
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training
ACL 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning
ACL 2022
Learning with Noisy Correspondence for Cross-modal Matching
NeurIPS 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning
ACL 2021
Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching
IJCAI 2021
Enhancing Local Feature Extraction with Global Representation for Neural Text Classification
EMNLP 2019
A New Method of Region Embedding for Text Classification
ICLR 2018