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20242026
most citedAll-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation

1 citations · 2 across the 5 of their papers we have counts for

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cs.CV2026

ASTRA: Asynchronous Spatio-Temporal Reconstruction via Trajectory Alignment

Junyu Zhu, Hao Zhu, Xinzhuo Zhang +4

Dynamic 3D scene reconstruction has made significant progress with multi-camera systems, often relying on temporally aligned observations across views. However, in real-world scena…

cs.CV2026

ResTok: Learning Hierarchical Residuals in 1D Visual Tokenizers for Autoregressive Image Generation

Xu Zhang, Cheng Da, Huan Yang +3

Existing 1D visual tokenizers for autoregressive (AR) generation largely follow the design principles of language modeling, as they are built directly upon transformers whose prior…

cs.CV2025

Perception-Oriented Latent Coding for High-Performance Compressed Domain Semantic Inference

Xu Zhang, Ming Lu, Yan Chen +1

In recent years, compressed domain semantic inference has primarily relied on learned image coding models optimized for mean squared error (MSE). However, MSE-oriented optimization…

cs.CV2025★ 1 cited

Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion

Anle Ke, Xu Zhang, Tong Chen +4

Existing multimodal large model-based image compression frameworks often rely on a fragmented integration of semantic retrieval, latent compression, and generative models, resultin…

cs.CV2024★ 1 cited

All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation

Xu Zhang, Peiyao Guo, Ming Lu +1

Image coding for multi-task applications, catering to both human perception and machine vision, has been extensively investigated. Existing methods often rely on multiple task-spec…