Mu Cai
15 papers · 2021–2025 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🤝 Dynamic Duo (11)
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Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
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Research topics
Artificial Intelligence
(9)
Core AI · Artificial Intelligence
(9)
Machine Learning
(8)
Application Areas
(6)
Computer Vision
(5)
Deep Learning
(5)
Learning Types · Machine Learning
(3)
Models
(3)
Natural Language Processing
(2)
Analysis
(2)
Core AI · Computer Vision
(2)
Learning Types · Deep Learning
(2)
Architectures
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
vision-language model
(4)
multimodal learning
(3)
large language model
(3)
visual question answering
(3)
large multimodal model
(3)
image generation
(2)
image classification
(2)
visual token
(2)
visual understanding
(2)
multimodal model
(2)
out-of-distribution detection
(2)
image captioning
(1)
text generation
(1)
knowledge distillation
(1)
domain generalization
(1)
self-supervised learning
(1)
behavior cloning
(1)
few-shot learning
(1)
efficient computing
(1)
visual grounding
(1)
Papers
An Investigation on LLMs' Visual Understanding Ability using SVG for Image-Text Bridging
WACV 2025
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
ICLR 2025
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
ICCV 2025
Magma: A Foundation Model for Multimodal AI Agents
CVPR 2025
Matryoshka Multimodal Models
ICLR 2025
CounterCurate: Enhancing Physical and Semantic Visio-Linguistic Compositional Reasoning via Counterfactual Examples
ACL 2024
Removing Distributional Discrepancies in Captions Improves Image-Text Alignment
ECCV 2024
VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation
EMNLP 2024
ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts
CVPR 2024
Yo'LLaVA: Your Personalized Language and Vision Assistant
NeurIPS 2024
A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance
ICCV 2023
Out-of-Distribution Detection via Frequency-Regularized Generative Models
WACV 2023
Masked Discrimination for Self-Supervised Learning on Point Clouds
ECCV 2022
VOS: Learning What You Don't Know by Virtual Outlier Synthesis
ICLR 2022
Frequency Domain Image Translation: More Photo-Realistic, Better Identity-Preserving
ICCV 2021