paper-conference

2D-CrossScan Mamba: Enhancing State Space Models with Spatially Consistent Multi-Path 2D Information Propagation
Longlong Yu, Wenxi Li, Yaoqi Sun, Chenggang Yan, Yuchen Guo
AWP: Activation-based Window Pruning for Gigapixel Object Detection
Xiang Li, Wenxi Li, Yuetong Wang, Chen Zhang, Chenyang Lyu, Haozhe Lin, Fan Zhang, Guiguang Ding, Yuchen Guo
Paper
BiHashFormer: Hash-Driven Dual-Branch Transformer for Efficient Object Detection in HRW Shots
Jingchen Huang, Wenxi Li, Chenyang Lyu, Moran Liu, Haozhe Lin, Yuchen Guo
Code Paper
ElasticFormer: Detecting Objects in HRW Shots via Elastic Computing Vision Transformer
Wenxi Li, Jingchen Huang, Chenyang Lyu, Moran Liu, Haozhe Lin, Guiguang Ding, Yuchen Guo
Code Paper
GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection
Xiang Li, Wenxi Li, Yuntong Wang, Chenyang Lyu, Haozhe Lin, Guiguang Ding, Yuchen Guo
SpanFormer: Multi-Level Adaptive Sparsity for Object Detection in High-Resolution Wide Shots
Xiang Li, Chen Zhang, Wenxi Li, Yuetong Wang, Chenyang Lyu, Haozhe Lin, Fan Zhang, Guiguang Ding, Yuchen Guo
Paper
SparseFormer: Detecting Objects in HRW Shots via Sparse Vision Transformer
Recent years have seen an increase in the use of gigapixel-level image and video capture systems and benchmarks with high-resolution …
Wenxi Li, Yuchen Guo, Jilai Zheng, Haozhe Lin, Chao Ma, Lu Fang, Xiaokang Yang
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SparseFormer: Detecting Objects in HRW Shots via Sparse Vision Transformer
SaccadeMOT: Enhancing Object Detection and Tracking in Gigapixel Images via Scale-Aware Density Estimation
Recent advancements in deep learning for object detection and tracking have primarily focused on megapixel images, creating a …
Wenxi Li, Ruxin Zhang, Haozhe Lin, Yuchen Guo, Chao Ma, Xiaokang Yang
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SaccadeMOT: Enhancing Object Detection and Tracking in Gigapixel Images via Scale-Aware Density Estimation
SaccadeDet: A Novel Dual-Stage Architecture for Rapid and Accurate Detection in Gigapixel Images
The advancement of deep learning in object detection has predominantly focused on megapixel images, leaving a critical gap in efficient …
Wenxi Li, Ruxin Zhang, Haozhe Lin, Yuchen Guo, Chao Ma, Xiaokang Yang
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SaccadeDet: A Novel Dual-Stage Architecture for Rapid and Accurate Detection in Gigapixel Images
Semantic Enrichment for Video Question Answering with Gated Graph Neural Networks
Video Question Answering (VideoQA) is a complex task that requires a deep understanding of a video to accurately answer questions. …
Chenyang Lyu, Wenxi Li, Tianbo Ji, Yi Yu, Longyue Wang
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