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20242026
most citedTowards Real Zero-Shot Camouflaged Object Segmentation without Camouflaged Annotations

8 citations · 8 across the 8 of their papers we have counts for

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Showing 2026Show all

5 papers · 1 filter

cs.CV2026

SurgSkill-Bench: A Benchmark for Multimodal Surgical Skill Assessment

Chaohui Dang, Zheheng Jiang, James Glasbey +3

Objective assessment of surgical technical skill is important for surgical training and structured feedback, but current workflows remain dependent on labor-intensive expert review…

cs.CV2026

Rarity-Aware Discrete Diffusion with Spatially Consistent Decoding for Photo-Realistic Image Super-Resolution

Ao Li, Yapeng Du, Yi Xin +5

Continuous diffusion models have become the dominant paradigm for photo-realistic image Super-Resolution (SR), but they typically formulate reconstruction as continuous signal-leve…

cs.CV2026

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention

Leshen Zhang, Ao Li, Ce Zhu

Real-time underwater image enhancement (UIE) is crucial for mobile underwater photography and autonomous robotic systems, where practical deployment typically requires low latency…

cs.CV2026

Hi-GaTA: Hierarchical Gated Temporal Aggregation Adapter for Surgical Video Report Generation

Kedi Sun, Chaohui Dang, Yue Feng +3

Automated, clinician-grade assessment reports for surgical procedures could reduce documentation burden and provide objective feedback, yet remain challenging due to the difficulty…

cs.CV2026

DRNet: All-in-One Image Restoration via Prior-Guided Dynamic Reparameterization

Ao Li, Xiaoning Liu, Sheng Li +5

All-in-one image restoration aims to handle diverse degradations within a single model. However, existing methods often suffer from three key limitations: 1) per-input computationa…