Efficient AI

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