Cong-Duy Nguyen
8 papers · 2023–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (3)
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Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Deep Learning
(5)
Core AI
(5)
Core Methods
(4)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Architectures
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Keywords
angular margin
(3)
contrastive learning
(2)
temporal language grounding
(2)
representation learning
(2)
parameter-efficient transfer learning
(1)
attention mechanism
(1)
self-supervised learning
(1)
model architecture
(1)
optimal transport
(1)
video understanding
(1)
multimodal learning
(1)
cross-modal representation
(1)
listwise ranking
(1)
hierarchical topic modeling
(1)
model training
(1)
topic hierarchy
(1)
energy-based model
(1)
vision-language model
(1)
video-language modeling
(1)
knowledge distillation
(1)
Papers
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
NAACL 2024
Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning
ECCV 2024
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
AAAI 2024
READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling
AAAI 2024
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives
ACL 2024
DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding
EMNLP 2023
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction
ACL 2023
Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation
EMNLP 2023