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20242026
most citedCATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution

3 citations · 5 across the 11 of their papers we have counts for

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cs.CV2026

Disentangled Textual Priors for Diffusion-based Image Super-Resolution

Lei Jiang, Xin Liu, Xinze Tong +4

Image Super-Resolution (SR) aims to reconstruct high-resolution images from degraded low-resolution inputs. While diffusion-based SR methods offer powerful generative capabilities,…

cs.CV2026

GLAD: Generative Language-Assisted Visual Tracking for Low-Semantic Templates

Xingyu Luo, Yidong Cai, Jie Liu +3

Vision-language tracking has gained increasing attention in many scenarios. This task simultaneously deals with visual and linguistic information to localize objects in videos. Des…

cs.CV2025

ObjFiller3D: Scaling 3D Object Inpainting to Dense Multi-View Consistency

Haitang Feng, Xinkai Chen, Jie Liu +5

3D object inpainting is commonly achieved via multi-view 2D image completion, yet independently inpainted views often suffer from cross-view inconsistencies, leading to blurred tex…

cs.CV2025

RASR: Retrieval-Augmented Super Resolution for Practical Reference-based Image Restoration

Jiaqi Yan, Shuning Xu, Xiangyu Chen +5

Reference-based Super Resolution (RefSR) improves upon Single Image Super Resolution (SISR) by leveraging high-quality reference images to enhance texture fidelity and visual reali…

cs.CV2025

AnomalyR1: A GRPO-based End-to-end MLLM for Industrial Anomaly Detection

Yuhao Chao, Jie Liu, Jie Tang +1

Industrial Anomaly Detection (IAD) poses a formidable challenge due to the scarcity of defective samples, making it imperative to deploy models capable of robust generalization to…

cs.CV2025

RASA: Replace Anyone, Say Anything -- A Training-Free Framework for Audio-Driven and Universal Portrait Video Editing

Tianrui Pan, Lin Liu, Jie Liu +4

Portrait video editing focuses on modifying specific attributes of portrait videos, guided by audio or video streams. Previous methods typically either concentrate on lip-region re…

cs.CV2025★ 3 cited

CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution

Xin Liu, Jie Liu, Jie Tang +1

Transformer-based methods have demonstrated impressive performance in low-level visual tasks such as Image Super-Resolution (SR). However, its computational complexity grows quadra…

cs.CV2024

GTPT: Group-based Token Pruning Transformer for Efficient Human Pose Estimation

Haonan Wang, Jie Liu, Jie Tang +4

In recent years, 2D human pose estimation has made significant progress on public benchmarks. However, many of these approaches face challenges of less applicability in the industr…