Yonghong Tian
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
2020/07/11 by Wei Fang, Fang, Wei, Zhaofei Yu +9 · 45 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- ViewCrafter: Taming Video Diffusion Models for High-fidelity Novel View Synthesis
2024/09/03 by Wangbo Yu, Yu, Wangbo, Jinbo Xing +17 · 80 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Coding and Compression Technologies
- SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence
2023/10/25 by Wei Fang, Fang, Wei, Yanqi Chen +17 · 45 citations
Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Reservoir Computing
- Open-Sora Plan: Open-Source Large Video Generation Model
2024/11/28 by Bin Lin, Lin, Bin, Yunyang Ge +44 · 62 citations
Mathematics · Computer Science · #Mathematical Biology Tumor Growth #Distributed and Parallel Computing Systems #Video Analysis and Summarization
- HRank: Filter Pruning using High-Rank Feature Map
2020/02/24 by Mingbao Lin, Rongrong Ji, Lin, Mingbao +11 · 16 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 #Image Enhancement Techniques
- Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark
2021/03/31 by Xiao Wang, Wang, Xiao, Xiujun Shu +11 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- VisEvent: Reliable Object Tracking via Collaboration of Frame and Event Flows
2021/08/11 by Xiao Wang, Jianing Li, Wang, Xiao +15 · 15 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Neural dynamics and brain function
- Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
2024/02/15 by Man Yao, Jiakui Hu, Yao, Man +13 · 19 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- QKFormer: Hierarchical Spiking Transformer using Q-K Attention
2024/03/25 by Chenlin Zhou, Han Zhang, Zhou, Chenlin +17 · 15 citations
Engineering · Computer Science · Neuroscience · #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing #Neural dynamics and brain function
- Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks
2021/05/25 by Jianhao Ding, Ding, Jianhao, Zhaofei Yu +5 · 8 citations
Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Neural and Evolutionary Computing (cs.NE)
- Large-scale Multi-Modal Pre-trained Models: A Comprehensive Survey
2023/02/20 by Xiao Wang, Guangyao Chen, Wang, Xiao +13 · 9 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
- HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors
2022/11/17 by Xiao Wang, Wang, Xiao, Zongzhen Wu +13 · 8 citations
Computer Science · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Neural and Evolutionary Computing (cs.NE)
- Event-based Video Reconstruction via Potential-assisted Spiking Neural Network
2022/01/25 by Lin Zhu, Zhu, Lin, Xiao Wang +9 · 6 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural dynamics and brain function
- Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning
2023/04/02 by Zeyin Song, Yifan Zhao, Song, Zeyin +9 · 7 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- MFGNet: Dynamic Modality-Aware Filter Generation for RGB-T Tracking
2021/07/22 by Xiao Wang, Xiujun Shu, Wang, Xiao +11 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
- EvaGaussians: Event Stream Assisted Gaussian Splatting from Blurry Images
2024/05/29 by Wangbo Yu, Yu, Wangbo, Chaoran Feng +12 · 10 citations
Medicine · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #Digital Radiography and Breast Imaging #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Radiation Detection and Scintillator Technologies
- ProLLaMA: A Protein Large Language Model for Multi-Task Protein Language Processing
2024/02/26 by Liuzhenghao Lv, Lv, Liuzhenghao, Zongying Lin +13 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Machine Learning in Bioinformatics #Biomedical Text Mining and Ontologies #Topic Modeling
- Revisiting Color-Event based Tracking: A Unified Network, Dataset, and Metric
2022/11/20 by Chuanming Tang, Tang, Chuanming, Xiao Wang +13 · 5 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Neural and Evolutionary Computing (cs.NE) #Video Surveillance and Tracking Methods
- Solving the Catastrophic Forgetting Problem in Generalized Category Discovery
2025/01/09 by Xinzi Cao, Cao, Xinzi, Xiawu Zheng +13 · 11 citations
Computer Science · Decision Sciences · #Semantic Web and Ontologies #Data Quality and Management #AI-based Problem Solving and Planning
- Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods
2024/05/06 by Chenlin Zhou, Zhou, Chenlin, Han Zhang +17 · 7 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Channel Pruning via Automatic Structure Search
2020/01/23 by Mingbao Lin, Rongrong Ji, Lin, Mingbao +9 · 4 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification
- Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations
2025/05/27 by Hao Li, He Cao, Li, Hao +15 · 15 citations
Computer Science · #Software Engineering Research
- A Retina-inspired Sampling Method for Visual Texture Reconstruction
2019/07/20 by Lin Zhu, Zhu, Lin, Siwei Dong +5 · 3 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Neural dynamics and brain function
- An Information Theory-inspired Strategy for Automatic Network Pruning
2021/08/19 by Xiawu Zheng, Zheng, Xiawu, Yuexiao Ma +15 · 4 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Sparse and Compressive Sensing Techniques
- Fine-Grained Object Classification via Self-Supervised Pose Alignment
2022/03/30 by Xuhui Yang, Yang, Xuhui, Yaowei Wang +7 · 3 citations
Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
- Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity
2022/03/22 by Yuntong Ye, Yu Changfeng, Ye, Yuntong +11 · 3 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods
- IntraQ: Learning Synthetic Images with Intra-Class Heterogeneity for Zero-Shot Network Quantization
2021/11/17 by Yunshan Zhong, Zhong, Yunshan, Mingbao Lin +11 · 3 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Meta Architecture for Point Cloud Analysis
2022/11/26 by Haojia Lin, Xiawu Zheng, Lin, Haojia +13 · 3 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Additive Manufacturing and 3D Printing Technologies
- Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks
2019/04/30 by Yichen Zhang, Zhang, Yichen, Shanshan Jia +13 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #FOS: Biological sciences #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- P-ODN: Prototype based Open Deep Network for Open Set Recognition
2019/05/06 by Yu Shu, Yemin Shi, Shu, Yu +7 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Anomaly Detection Techniques and Applications #Machine Learning and ELM
- Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse
2023/03/09 by Liwei Huang, Zhengyu Ma, Huang, Liwei +7 · 3 citations
Neuroscience · #FOS: Biological sciences #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neuroinflammation and Neurodegeneration Mechanisms #Neurons and Cognition (q-bio.NC) #Neuroscience and Neuropharmacology Research
- Cooperative Bi-path Metric for Few-shot Learning
2020/08/10 by Zeyuan Wang, Wang, Zeyuan, Yifan Zhao +5 · 2 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM
- Collaborative Intelligence: Challenges and Opportunities
2021/02/13 by Ivan V. Bajić, Bajić, Ivan V., Weisi Lin +3 · 2 citations
Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications #Advanced Memory and Neural Computing
- Distilling a Powerful Student Model via Online Knowledge Distillation
2021/03/26 by Shaojie Li, Mingbao Lin, Li, Shaojie +11 · 2 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Advanced Neural Network Applications
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation
2023/05/10 by Chenlin Zhou, Zhou, Chenlin, Han Zhang +13 · 3 citations
Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices
- High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost
2024/05/26 by JiaKui Hu, Hu, JiaKui, Man Yao +15 · 4 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
- Carrying out CNN Channel Pruning in a White Box
2021/04/24 by Yuxin Zhang, Zhang, Yuxin, Mingbao Lin +13 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
- CRSOT: Cross-Resolution Object Tracking using Unaligned Frame and Event Cameras
2024/01/05 by Yabin Zhu, Xiao Wang, Zhu, Yabin +13 · 3 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Neural dynamics and brain function
- HoloDreamer: Holistic 3D Panoramic World Generation from Text Descriptions
2024/07/21 by Haiyang Zhou, Zhou, Haiyang, Cheng, Xinhua +6 · 4 citations
Engineering · Computer Science · #Human Motion and Animation #Handwritten Text Recognition Techniques #Video Analysis and Summarization
- Annotation-Efficient Untrimmed Video Action Recognition
2020/11/30 by Yixiong Zou, Zou, Yixiong, Shanghang Zhang +9 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Auto-Spikformer: Spikformer Architecture Search
2023/06/01 by Kaiwei Che, Zhaokun Zhou, Che, Kaiwei +13 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function
- Distortion-adaptive Salient Object Detection in 360^∘ Omnidirectional Images
2019/09/11 by Jia Li, Li, Jia, Jinming Su +5 · 1 citation
Computer Science · Neuroscience · #Visual Attention and Saliency Detection #Face Recognition and Perception #Virtual Reality Applications and Impacts
- PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation
2021/04/26 by Wei Zeng, Zeng, Wei, Xiaozhe Ren +72 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss
2019/12/18 by Jia Li, Li, Jia, Jinming Su +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection
2020/03/19 by Zongxian Li, Li, Zongxian, Qixiang Ye +9 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
- HoloTime: Taming Video Diffusion Models for Panoramic 4D Scene Generation
2025/04/30 by Haiyang Zhou, Zhou, Haiyang, Wangbo Yu +9 · 4 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
- Heterogeneous Relational Complement for Vehicle Re-identification
2021/09/16 by Jiajian Zhao, Zhao, Jiajian, Yifan Zhao +7 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Vehicle License Plate Recognition #Video Surveillance and Tracking Methods
- PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs
2022/01/25 by Zhe Lin, Lin, Zhe, Zike Yuan +9 · 1 citation
Computer Science · Engineering · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Machine Learning (cs.LG) #VLSI and FPGA Design Techniques
- Event-based Monocular Dense Depth Estimation with Recurrent Transformers
2022/12/06 by Xu Liu, Liu, Xu, Jianing Li +5 · 1 citation
Engineering · Computer Science · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Advanced Neural Network Applications
- Training-free Transformer Architecture Search
2022/03/23 by Qinqin Zhou, Zhou, Qinqin, Kekai Sheng +13 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Visual Attention and Saliency Detection
- Temporal Contrastive Learning for Spiking Neural Networks
2023/05/23 by Haonan Qiu, Qiu, Haonan, Zeyin Song +15 · 1 citation
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Ferroelectric and Negative Capacitance Devices
- Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
2023/06/02 by Liwei Huang, Huang, Liwei, Zhengyu Ma +6 · 1 citation
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Magic 1-For-1: Generating One Minute Video Clips within One Minute
2025/02/11 by Hongwei Yi, Shitong Shao, Yi, Hongwei +16 · 2 citations
Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia Communication and Technology #Video Analysis and Summarization #Video Coding and Compression Technologies
- Delta-Triplane Transformers as Occupancy World Models
2025/03/10 by Haoran Xu, Xu, Haoran, Peixi Peng +7 · 2 citations
Decision Sciences · Energy · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Global Energy and Sustainability Research #Maritime Ports and Logistics #Robotics (cs.RO) #demographic modeling and climate adaptation
- SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition
2024/06/21 by Liutao Yu, Yu, Liutao, Liwei Huang +11 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Human Pose and Action Recognition
- GS2E: Gaussian Splatting is an Effective Data Generator for Event Stream Generation
2025/05/21 by Yuchen Li, Li, Yuchen, Chaoran Feng +11 · 2 citations
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #Simulation Techniques and Applications
- Revisiting Mid-Level Patterns for Cross-Domain Few-Shot Recognition
2020/08/07 by Yixiong Zou, Zou, Yixiong, Shanghang Zhang +7 · 1 citation
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Orthopedic Infections and Treatments #COVID-19 diagnosis using AI
- Spatial-Temporal Search for Spiking Neural Networks
2024/10/24 by Kaiwei Che, Zhaokun Zhou, Che, Kaiwei +8 · 1 citation
Engineering · Computer Science · Neuroscience · #Advanced Memory and Neural Computing #Neural Networks and Applications #Neural dynamics and brain function
- Joint Network based Attention for Action Recognition
2016/11/16 by Yemin Shi, Yonghong Tian, Shi, Yemin +5 · 1 citation
Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
- Revealing Nanostructures in High-Entropy Alloys via Machine-Learning Accelerated Scalable Monte Carlo Simulation
2025/03/16 by Xianglin Liu, Liu, Xianglin, Kai Yang +12 · 2 citations
Engineering · Materials Science · #Advanced Materials Characterization Techniques #Computational Physics (physics.comp-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Electron and X-Ray Spectroscopy Techniques #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Efficiently Training Time-to-First-Spike Spiking Neural Networks from Scratch
2024/10/31 by Kaiwei Che, Che, Kaiwei, Zhengyu Ma +14 · 1 citation
Computer Science · #Neural Networks and Applications #cs.NE
- HDI-Former: Hybrid Dynamic Interaction ANN-SNN Transformer for Object Detection Using Frames and Events
2024/11/27 by Dianze Li, Jianing Li, Li, Dianze +9 · 1 citation
Engineering · #Infrared Target Detection Methodologies #Industrial Vision Systems and Defect Detection
- Hypothesis-and-Refinement Learning of Organic Structures from Multimodal Spectroscopic Data
2026/07/22 by Chengchun Liu, Zhiyuan Yan, Li Yuan +5
#physics.chem-ph #cs.LG #physics.comp-ph #physics.data-an
- Ascend to Science: Exploration of AI Chips for Scientific Computing
2026/07/22 by Weicheng Xue, Kai Yang, Yongxiang Liu +5
#cs.DC
- Neuromorphic Object Detection: An In-Depth Study and Future Directions
2026/07/26 by Jianing Li, Dianze Li, Arren Glover +5
#cs.CV
- LabEvolver: Training-Free Experience Evolution for Safe and Grounded Wet-Lab Agents
2026/07/30 by Jingya Wang, Yuyang Gao, Liuzhenghao Lv +2
Computer Science · #cs.RO #cs.AI