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20242026
most citedBenchmarking Conventional and Learned Video Codecs with a Low-Delay Configuration

3 citations · 5 across the 9 of their papers we have counts for

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cs.CV2026

Gaussian Splatting-based Volumetric Video Compression with Sparse 4D Anchors

Ge Gao, Siyue Teng, Chanqgi Wang +5

Immersive video communication requires photorealistic, render-efficient, and compact dynamic scene representations. 3D Gaussian Splatting (3DGS) offers a promising representation,…

cs.CV2026

Q-Tacit: Image Quality Assessment via Latent Visual Reasoning

Yuxuan Jiang, Yixuan Li, Hanwei Zhu +3

Vision-Language Model (VLM)-based image quality assessment (IQA) has been significantly advanced by incorporating Chain-of-Thought (CoT) reasoning. Recent work has refined image qu…

cs.CV2025

GFix: Perceptually Enhanced Gaussian Splatting Video Compression

Siyue Teng, Ge Gao, Duolikun Danier +5

3D Gaussian Splatting (3DGS) enhances 3D scene reconstruction through explicit representation and fast rendering, demonstrating potential benefits for various low-level vision task…

cs.CV2025

The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report

Bin Ren, Hang Guo, Lei Sun +143

This paper presents a comprehensive review of the NTIRE 2025 Challenge on Single-Image Efficient Super-Resolution (ESR). The challenge aimed to advance the development of deep mode…

cs.CV2025★ 2 cited

NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and Results

Zheng Chen, Kai Liu, Jue Gong +108

This paper presents the NTIRE 2025 image super-resolution (4) challenge, one of the associated competitions of the 10th NTIRE Workshop at CVPR 2025. The challenge aims to r…

cs.CV2025

C2D-ISR: Optimizing Attention-based Image Super-resolution from Continuous to Discrete Scales

Yuxuan Jiang, Chengxi Zeng, Siyue Teng +4

In recent years, attention mechanisms have been exploited in single image super-resolution (SISR), achieving impressive reconstruction results. However, these advancements are stil…