97 citations · 127 across the 11 of their papers we have counts for
5 papers · 1 filter
A large-scale climate-aware satellite image dataset for domain adaptive land-cover semantic segmentation
Songlin Liu, Linwei Chen, Li Zhang +2
A few well-annotated datasets for land-cover semantic segmentation have recently been introduced to advance the field of earth observation technologies. However, these datasets ove…
Asymptotic behaviour for escaping an interval by Lévy flights under stochastic resetting
Bartosz Zbik, Zbigniew Palmowski
The resetting of stochastic processes has become a key mechanism appearing in many research fields, such as searching for a target, the transmission control protocol, biology, chem…
Overcoming Catastrophic Forgetting in Visual Continual Learning with Reinforcement Fine-Tuning
Meng Lou, Hanzhong Guo, Linwei Chen +1
Recent studies suggest that Reinforcement Fine-Tuning (RFT) is inherently more resilient to catastrophic forgetting than Supervised Fine-Tuning (SFT). However, whether RFT (e.g., G…
Fourier Angle Alignment for Oriented Object Detection in Remote Sensing
Changyu Gu, Linwei Chen, Lin Gu +1
In remote sensing rotated object detection, mainstream methods suffer from two bottlenecks, directional incoherence at detector neck and task conflict at detecting head. Ulitising…
SkinFlow: Efficient Information Transmission for Open Dermatological Diagnosis via Dynamic Visual Encoding and Staged RL
Lijun Liu, Linwei Chen, Zhishou Zhang +7
General-purpose Large Vision-Language Models (LVLMs), despite their massive scale, often falter in dermatology due to "diffuse attention" - the inability to disentangle subtle path…