Guo, Jianyuan
- Vision GNN: An Image is Worth Graph of Nodes
2022/06/01 by Kai Han, Yunhe Wang, Han, Kai +7 · 1 voice · 24 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Visual Attention and Saliency Detection #cs.CV
- VanillaNet: the Power of Minimalism in Deep Learning
2023/05/22 by Hanting Chen, Chen, Hanting, Yunhe Wang +5 · 1 voice · 5 citations
Computer Science · Neuroscience · Medicine · #Advanced Neural Network Applications #EEG and Brain-Computer Interfaces #COVID-19 diagnosis using AI
- GhostNet: More Features from Cheap Operations
2019/11/27 by Kai Han, Yunhe Wang, Han, Kai +9 · 32 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM
- Transformer in Transformer
2021/02/27 by Han, Kai, Xiao, An, Wu, Enhua +3 · 21 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- CMT: Convolutional Neural Networks Meet Vision Transformers
2021/07/13 by Guo, Jianyuan, Han, Kai, Wu, Han +4 · 17 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge Distillation
2023/10/30 by Hao, Zhiwei, Guo, Jianyuan, Han, Kai +4 · 18 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation
2021/07/03 by Hao, Zhiwei, Guo, Jianyuan, Jia, Ding +5 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Survey on Transformer Compression
2024/02/05 by Yehui Tang, Tang, Yehui, Yunhe Wang +11 · 13 citations
Engineering · #Power Transformer Diagnostics and Insulation #Induction Heating and Inverter Technology #Vibration and Dynamic Analysis
- GhostNetV2: Enhance Cheap Operation with Long-Range Attention
2022/11/23 by Yehui Tang, Kai Han, Tang, Yehui +9 · 7 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Patch Slimming for Efficient Vision Transformers
2021/06/05 by Tang, Yehui, Han, Kai, Wang, Yunhe +4 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer
2024/06/03 by Jia, Ding, Guo, Jianyuan, Han, Kai +4 · 10 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism
2023/09/20 by Wang, Chengcheng, He, Wei, Nie, Ying +4 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Distilling Object Detectors via Decoupled Features
2021/03/26 by Guo, Jianyuan, Han, Kai, Wang, Yunhe +4 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- An Image Patch is a Wave: Phase-Aware Vision MLP
2021/11/24 by Yehui Tang, Tang, Yehui, Kai Han +11 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Masked Image Modeling with Local Multi-Scale Reconstruction
2023/03/09 by Wang, Haoqing, Tang, Yehui, Wang, Yunhe +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Interlaced Sparse Self-Attention for Semantic Segmentation
2019/07/29 by Huang, Lang, Yuan, Yuhui, Guo, Jianyuan +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models
2024/02/06 by Guo, Jianyuan, Chen, Hanting, Wang, Chengcheng +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Hire-MLP: Vision MLP via Hierarchical Rearrangement
2021/08/30 by Jianyuan Guo, Yehui Tang, Guo, Jianyuan +13 · 4 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- Free Video-LLM: Prompt-guided Visual Perception for Efficient Training-free Video LLMs
2024/10/14 by Kai Han, Jianyuan Guo, Han, Kai +9 · 4 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- OCNet: Object Context Network for Scene Parsing
2018/09/04 by Yuan, Yuhui, Huang, Lang, Guo, Jianyuan +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Beyond Human Parts: Dual Part-Aligned Representations for Person Re-Identification
2019/10/22 by Guo, Jianyuan, Yuan, Yuhui, Huang, Lang +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Low-Precision Training of Large Language Models: Methods, Challenges, and Opportunities
2025/05/02 by Zhiwei Hao, Jianyuan Guo, Hao, Zhiwei +15 · 5 citations
Computer Science · #cs.AI #cs.LG
- SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution
2024/02/27 by Wang, Chengcheng, Hao, Zhiwei, Tang, Yehui +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection
2020/03/26 by Guo, Jianyuan, Han, Kai, Wang, Yunhe +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ADEM-VL: Adaptive and Embedded Fusion for Efficient Vision-Language Tuning
2024/10/23 by Zhiwei Hao, Hao, Zhiwei, Jianyuan Guo +9 · 3 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems #Robotics and Sensor-Based Localization
- HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens
2020/05/29 by Zhaohui Yang, Yang, Zhaohui, Yunhe Wang +15 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation
2023/12/27 by Yunhe Wang, Hanting Chen, Wang, Yunhe +36 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Circle-RoPE: Cone-like Decoupled Rotary Positional Embedding for Large Vision-Language Models
2025/05/22 by Chengcheng Wang, Jianyuan Guo, Wang, Chengcheng +11 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling