Meng Lou
3 papers · 2025–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
CVPR (2)
AAAI (1)
Top co-authors
Keywords
state space model
(2)
semantic segmentation
(1)
image segmentation
(1)
vision transformer
(1)
local attention
(1)
feature extraction
(1)
object detection
(1)
model architecture
(1)
convolutional neural network
(1)
feature aggregation
(1)
parameter efficiency
(1)
sparse attention
(1)
vision backbone
(1)
multi-scale feature
(1)
dynamic convolution
(1)
neural network
(1)
top-down attention
(1)
multi-scale context
(1)
cross-layer connection
(1)
global context modeling
(1)
Papers
SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks
AAAI 2025
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
CVPR 2025
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels
CVPR 2025