22 citations · 24 across the 7 of their papers we have counts for
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cs.CV2025
Assisted Refinement Network Based on Channel Information Interaction for Camouflaged and Salient Object Detection
Kuan Wang, Yanjun Qin, Mengge Lu +2
Camouflaged Object Detection (COD) stands as a significant challenge in computer vision, dedicated to identifying and segmenting objects visually highly integrated with their backg…
cs.CV2025
UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models
Guanlong Jiao, Biqing Huang, Kuan-Chieh Wang +1
Flow matching models have emerged as a strong alternative to diffusion models, but existing inversion and editing methods designed for diffusion are often ineffective or inapplicab…
cs.LG2025
Converting Transformers into DGNNs Form
Jie Zhang, Mao-Hsuan Mao, Bo-Wei Chiu +1
Recent advances in deep learning have established Transformer architectures as the predominant modeling paradigm. Central to the success of Transformers is the self-attention mecha…