Imagen de Portada

HDI-Former: Hybrid Dynamic Interaction ANN-SNN Transformer for Object Detection Using Frames and Events

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Li, Dianze, Li, Jianing, Liu, Xu, Zhou, Zhaokun, Fan, Xiaopeng, Tian, Yonghong
Formato:	Preprint
Publicado:	2024
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Spikformer V2: Join the High Accuracy Club on ImageNet with an SNN Ticket
por: Zhou, Zhaokun, et al.
Publicado: (2024)

Best of Both Worlds: Hybrid SNN-ANN Architecture for Event-based Optical Flow Estimation
por: Negi, Shubham, et al.
Publicado: (2023)

Towards High-performance Spiking Transformers from ANN to SNN Conversion
por: Huang, Zihan, et al.
Publicado: (2025)

A Survey of Hybrid ANN-SNN Structures of Event-Based Object Detection
por: Ms.Vaibhavi Vashi, et al.
Publicado: (2026)

QKFormer: Hierarchical Spiking Transformer using Q-K Attention
por: Zhou, Chenlin, et al.
Publicado: (2024)

Bridge the Gap between SNN and ANN for Image Restoration
por: Su, Xin, et al.
Publicado: (2025)

Differential Coding for Training-Free ANN-to-SNN Conversion
por: Huang, Zihan, et al.
Publicado: (2025)

CRSOT: Cross-Resolution Object Tracking using Unaligned Frame and Event Cameras
por: Zhu, Yabin, et al.
Publicado: (2024)

RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration
por: Li, Qifan, et al.
Publicado: (2025)

A Hybrid ANN-SNN Architecture for Low-Power and Low-Latency Visual Perception
por: Aydin, Asude, et al.
Publicado: (2023)

Frequency-Adaptive Low-Latency Object Detection Using Events and Frames
por: Zhang, Haitian, et al.
Publicado: (2024)

Multi-Timescale Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning
por: Li, Wenrui, et al.
Publicado: (2025)

Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
por: Yao, Man, et al.
Publicado: (2024)

Hybrid Layer-Wise ANN-SNN With Surrogate Spike Encoding-Decoding Structure
por: Luu, Nhan T., et al.
Publicado: (2025)

Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification
por: Xu, Yingfu, et al.
Publicado: (2024)

Sparse Hypergraph-Enhanced Frame-Event Object Detection with Fine-Grained MoE
por: Bao, Wei, et al.
Publicado: (2026)

Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
por: Xu, Qi, et al.
Publicado: (2025)

EMF: Event Meta Formers for Event-based Real-time Traffic Object Detection
por: Khan, Muhammad Ahmed Ullah, et al.
Publicado: (2025)

FTBC: Forward Temporal Bias Correction for Optimizing ANN-SNN Conversion
por: Wu, Xiaofeng, et al.
Publicado: (2024)

Dynamic Pondering Sparsity-aware Mixture-of-Experts Transformer for Event Stream based Visual Object Tracking
por: Wang, Shiao, et al.
Publicado: (2026)

Parsing Objects at a Finer Granularity: A Survey
por: Zhao, Yifan, et al.
Publicado: (2022)

Optimal ANN-SNN Conversion with Group Neurons
por: Lv, Liuzhenghao, et al.
Publicado: (2024)

Hierarchical Graph Interaction Transformer with Dynamic Token Clustering for Camouflaged Object Detection
por: Yao, Siyuan, et al.
Publicado: (2024)

SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition
por: Wang, Xiao, et al.
Publicado: (2023)

STeInFormer: Spatial-Temporal Interaction Transformer Architecture for Remote Sensing Change Detection
por: Ma, Xiaowen, et al.
Publicado: (2024)

SparseFormer: Detecting Objects in HRW Shots via Sparse Vision Transformer
por: Li, Wenxi, et al.
Publicado: (2025)

LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model
por: Hao, Zecheng, et al.
Publicado: (2024)

HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation
por: Ren, Sucheng, et al.
Publicado: (2024)

Dynamic Graph Induced Contour-aware Heat Conduction Network for Event-based Object Detection
por: Wang, Xiao, et al.
Publicado: (2025)

All-in-One Video Restoration under Smoothly Evolving Unknown Weather Degradations
por: Li, Wenrui, et al.
Publicado: (2026)

Language-Guided Graph Representation Learning for Video Summarization
por: Li, Wenrui, et al.
Publicado: (2025)

Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection
por: Cao, Hu, et al.
Publicado: (2024)

Scene Adaptive Sparse Transformer for Event-based Object Detection
por: Peng, Yansong, et al.
Publicado: (2024)

FlexEvent: Towards Flexible Event-Frame Object Detection at Varying Operational Frequencies
por: Lu, Dongyue, et al.
Publicado: (2024)

Ultralight Polarity-Split Neuromorphic SNN for Event-Stream Super-Resolution
por: Xu, Chuanzhi, et al.
Publicado: (2025)

A 96pJ/Frame/Pixel and 61pJ/Event Anti-UAV System with Hybrid Object Tracking Modes
por: Lu, Yuncheng, et al.
Publicado: (2025)

Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive
por: Huang, You, et al.
Publicado: (2025)

Dynamic Object Queries for Transformer-based Incremental Object Detection
por: Zhang, Jichuan, et al.
Publicado: (2024)

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation
por: Lu, Yunfan, et al.
Publicado: (2025)

TGBFormer: Transformer-GraphFormer Blender Network for Video Object Detection
por: Qi, Qiang, et al.
Publicado: (2025)