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cs.CV2026
SAT: Selective Aggregation Transformer for Image Super-Resolution
Dinh Phu Tran, Thao Do, Saad Wazir +3
Transformer-based approaches have revolutionized image super-resolution by modeling long-range dependencies. However, the quadratic computational complexity of vanilla self-attenti…
cs.CV2025
VDInstruct: Zero-Shot Key Information Extraction via Content-Aware Vision Tokenization
Son Nguyen, Giang Nguyen, Hung Dao +2
Key Information Extraction (KIE) underpins the understanding of visual documents (e.g., receipts and contracts) by extracting precise semantic content and accurately capturing spat…