Yuan, Jiakang
- Lumina-Image 2.0: A Unified and Efficient Image Generative Framework
2025/03/27 by Qin, Qi, Zhuo, Le, Xin, Yi +20 · 35 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing
2025/03/06 by Xiangchao Yan, Shiyang Feng, Yan, Xiangchao +11 · 15 citations
Social Sciences · Computer Science · #Survey Methodology and Nonresponse #Expert finding and Q&A systems #Mobile Crowdsensing and Crowdsourcing
- Uni3D: A Unified Baseline for Multi-dataset 3D Object Detection
2023/03/13 by Bo Zhang, Zhang, Bo, Jiakang Yuan +9 · 4 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy
2024/10/13 by Ye, Hancheng, Yuan, Jiakang, Xia, Renqiu +5 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- All-in-One: Transferring Vision Foundation Models into Stereo Matching
2024/12/13 by Zhou, Jingyi, Zhang, Haoyu, Yuan, Jiakang +5 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training
2024/12/16 by Renqiu Xia, Xia, Renqiu, Mingsheng Li +27 · 6 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing
- ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation
2023/09/11 by Zhang, Bo, Cai, Xinyu, Yuan, Jiakang +10 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs
2025/05/27 by Jiakang Yuan, Yuan, Jiakang, Tianshuo Peng +17 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
- Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback
2025/01/07 by Jiakang Yuan, Xiangchao Yan, Yuan, Jiakang +15 · 5 citations
Environmental Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fish Ecology and Management Studies
- Bi3D: Bi-domain Active Learning for Cross-domain 3D Object Detection
2023/03/10 by Jiakang Yuan, Bo Zhang, Yuan, Jiakang +11 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- AD-PT: Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset
2023/06/01 by Yuan, Jiakang, Zhang, Bo, Yan, Xiangchao +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- OmniCaptioner: One Captioner to Rule Them All
2025/04/09 by Yiting Lu, Jiakang Yuan, Lu, Yiting +36 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Data Visualization and Analytics
- InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification
2025/05/22 by Bo Zhang, InternAgent Team, Shiyang Feng +45 · 6 citations
Materials Science · Decision Sciences · Computer Science · #Machine Learning in Materials Science #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
- Bidirectional Prototype-Reward co-Evolution for Test-Time Adaptation of Vision-Language Models
2025/03/12 by Qiao, Xiaozhen, Huang, Peng, Yuan, Jiakang +6 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SPOT: Scalable 3D Pre-training via Occupancy Prediction for Learning Transferable 3D Representations
2023/09/19 by Xiangchao Yan, Yan, Xiangchao, Runjian Chen +21 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
- Learning Cross-Image Object Semantic Relation in Transformer for Few-Shot Fine-Grained Image Classification
2022/07/02 by Bo Zhang, Jiakang Yuan, Zhang, Bo +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Chimera: Improving Generalist Model with Domain-Specific Experts
2024/12/08 by Peng, Tianshuo, Li, Mingsheng, Yuan, Jiakang +11 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Consistency-aware Self-Training for Iterative-based Stereo Matching
2025/03/31 by Jingyi Zhou, Zhou, Jingyi, Hancheng Ye +14 · 2 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- AutoMLGen: Navigating Fine-Grained Optimization for Coding Agents
2025/10/09 by Shangheng Du, Yan Xu, Du, Shangheng +15 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Machine Learning and Data Classification