Mu Cai
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1362 citations
#cs.CL #cs.AI
- Humanity's Last Exam
2025/01/24 by Long Phan, Alice Gatti, Phan, Long +2240 · 9 voices · 106 citations
#cs.LG #cs.AI #cs.CL
- Gemma 4 Technical Report
2026/07/02 by Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320 · 7 voices · 8 citations
#cs.CL #cs.AI
- ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts
2023/12/01 by Mu Cai, Haotian Liu, Cai, Mu +11 · 34 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- VOS: Learning What You Don't Know by Virtual Outlier Synthesis
2022/02/02 by Xuefeng Du, Du, Xuefeng, Zhaoning Wang +5 · 22 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Matryoshka Multimodal Models
2024/05/27 by Mu Cai, Jianwei Yang, Cai, Mu +5 · 17 citations
Engineering · #Advanced Research in Systems and Signal Processing #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
2024/06/28 by Xiang Li, Li, Xiang, Cristina Mata +19 · 17 citations
Computer Science · #Multimodal Machine Learning Applications
- TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models
2024/10/14 by Mu Cai, Cai, Mu, Tan, Reuben +23 · 14 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Video Analysis and Summarization
- Vinoground: Scrutinizing LMMs over Dense Temporal Reasoning with Short Videos
2024/10/03 by Zhang, Jianrui, Mu Cai, Cai, Mu +2 · 12 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Natural Language Processing Techniques
- Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding
2023/06/09 by Mu Cai, Zeyi Huang, Cai, Mu +8 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- CounterCurate: Enhancing Physical and Semantic Visio-Linguistic Compositional Reasoning via Counterfactual Examples
2024/02/20 by Jianrui Zhang, Zhang, Jianrui, Mu Cai +5 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- A Survey of Token Compression for Efficient Multimodal Large Language Models
2025/07/27 by Shao, Kele, Tao, Keda, Kejia Zhang +13 · 14 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Speech Recognition and Synthesis
- Out-of-distribution Detection via Frequency-regularized Generative Models
2022/08/18 by Mu Cai, Cai, Mu, Yixuan Li +1 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
- Interpolating Video-LLMs: Toward Longer-sequence LMMs in a Training-free Manner
2024/09/19 by Yuzhang Shang, Bingxin Xu, Shang, Yuzhang +16 · 1 citation
Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Iterative Learning Control Systems #Machine Learning (cs.LG) #Muscle activation and electromyography studies #Soft Robotics and Applications
- Removing Distributional Discrepancies in Captions Improves Image-Text Alignment
2024/10/01 by Yuheng Li, Haotian Liu, Li, Yuheng +13 · 1 citation
Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Video Analysis and Summarization