Peng Jin
- LLaVA-CoT: Let Vision Language Models Reason Step-by-Step
2024/11/15 by Guowei Xu, Xu, Guowei, Peng Jin +11 · 12 voices · 141 citations
Computer Science · #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
2023/11/16 by Bin Lin, Lin, Bin, Ye Yang +13 · 1 voice · 306 citations
Computer Science · #cs.CV
- MoE-LLaVA: Mixture of Experts for Large Vision-Language Models
2024/01/29 by Bin Lin, Zhenyu Tang, Lin, Bin +18 · 1 voice · 52 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CV
- Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding
2023/11/14 by Peng Jin, Ryuichi Takanobu, Jin, Peng +6 · 68 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference
2024/06/26 by Zhongwei Wan, Wan, Zhongwei, Ziang Wu +13 · 19 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Text and Document Classification Technologies #Web Data Mining and Analysis
- OpenFWI: Large-Scale Multi-Structural Benchmark Datasets for Seismic Full Waveform Inversion
2021/11/04 by Chengyuan Deng, Shihang Feng, Deng, Chengyuan +15 · 7 citations
Computer Science · Earth and Planetary Sciences · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis #Seismology and Earthquake Studies #Signal Processing (eess.SP) #electronic engineering #information engineering
- Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning
2023/03/25 by Peng Jin, Jin, Peng, Jinfa Huang +13 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Repaint123: Fast and High-quality One Image to 3D Generation with Progressive Controllable 2D Repainting
2023/12/20 by Junwu Zhang, Zhang, Junwu, Zhenyu Tang +14 · 1 voice · 3 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
- MoH: Multi-Head Attention as Mixture-of-Head Attention
2024/10/15 by Peng Jin, Jin, Peng, Bo Zhu +5 · 9 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Parallel Vertex Diffusion for Unified Visual Grounding
2023/03/13 by Zesen Cheng, Kehan Li, Cheng, Zesen +11 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations
2022/11/21 by Peng Jin, Jinfa Huang, Jin, Peng +13 · 4 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning
- FreestyleRet: Retrieving Images from Style-Diversified Queries
2023/12/05 by Hao Li, Curise Jia, Li, Hao +13 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
- A reduction in metabolism explains the tradeoffs associated with the long‐term adaptation of phytoplankton to high CO2 concentrations
2021/12/15 by Peng Jin, Yan Ji, Quanting Huang +8 · 3 citations
Earth and Planetary Sciences · #Ocean Acidification Effects and Responses #Marine and coastal ecosystems #Marine Biology and Ecology Research
- A review of existing and potential blue carbon contributions to climate change mitigation in the Anthropocene
2022/04/11 by Guang Gao, John Beardall, Peng Jin +3 · 8 citations
Earth and Planetary Sciences · Environmental Science · #Marine and coastal plant biology #Coastal wetland ecosystem dynamics #Coral and Marine Ecosystems Studies
- Existence of limiting distribution for affine processes
2018/12/13 by Peng Jin, Jin, Peng, Jonas Kremer +3 · 1 citation
Economics, Econometrics and Finance · Mathematics · #FOS: Mathematics #Mathematical Biology Tumor Growth #Primary 60J25 #Probability (math.PR) #Secondary 60G10 #Stochastic processes and financial applications #Stochastic processes and statistical mechanics
- Exponential ergodicity for stochastic equations of nonnegative processes with jumps
2019/02/07 by Martin Friesen, Peng Jin, Friesen, Martin +5 · 1 citation
Economics, Econometrics and Finance · Mathematics · #60F17 #60G10 #60H20 (Secondary) #60J80 (Primary) 60J25 #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Stochastic processes and financial applications #Stochastic processes and statistical mechanics
- RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter
2024/05/29 by Meng Cao, Cao, Meng, Haoran Tang +17 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- LLMBind: A Unified Modality-Task Integration Framework
2024/02/22 by Bin Zhu, Munan Ning, Zhu, Bin +18 · 2 citations
Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
- Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment
2023/05/20 by Peng Jin, Hao Li, Jin, Peng +13 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Human Pose and Action Recognition
- Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation
2023/03/23 by Kehan Li, Y. Zhao, Li, Kehan +15 · 1 citation
Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- TG-VQA: Ternary Game of Video Question Answering
2023/05/17 by Hao Li, Li, Hao, Peng Jin +13 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
- Instance Brownian Bridge as Texts for Open-vocabulary Video Instance Segmentation
2024/01/18 by Zesen Cheng, Kehan Li, Cheng, Zesen +13 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Uniqueness in law for stable-like processes of variable order
2018/02/04 by Peng Jin, Jin, Peng · 2 citations
Mathematics · #Differential Equations and Boundary Problems #FOS: Mathematics #Primary 60J75 #Probability (math.PR) #Secondary 60G52 #Spectral Theory in Mathematical Physics #advanced mathematical theories
- Well-posedness of the martingale problem for non-local perturbations of Lévy-type generators
2017/08/15 by Peng Jin, Jin, Peng · 1 citation
Computer Science · Economics, Econometrics and Finance · Mathematics · #60J35 (Secondary) #60J75 (Primary) #Advanced Mathematical Modeling in Engineering #FOS: Mathematics #Probability (math.PR) #Spectral Theory in Mathematical Physics #Stochastic processes and financial applications
- Environmental dimensionality simplifies biological predictability under complex global change
2026/07/27 by Peixuan Liu, Bin Huang, Yuan Jia +13