Meng Lou
3 papers · 2025–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
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
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels
CVPR 2025
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
CVPR 2025
SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks
AAAI 2025