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20232026
most citedMake-It-4D: Synthesizing a Consistent Long-Term Dynamic Scene Video from a Single Image

14 citations · 19 across the 14 of their papers we have counts for

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cs.CV2026

LensStyle: Learning the Optical Aesthetics for Controllable Stylized Lens Effect Rendering

Yachuan Huang, Liwen Xiao, Liao Shen +4

The visual aesthetics of photographs are deeply influenced by lens characteristics such as aperture shape, optical vignetting and optical diffraction, which together define a camer…

cs.CV2026

Compression and Retrieval: Implicit Memory Retrieval for Video World Models

Zhan Peng, Jie Ma, Huiqiang Sun +6

Video world models hold promise for simulating interactive environments, yet maintaining consistent long-term memory across complex camera trajectories remains a critical challenge…

cs.CV2026

Prisma-World: Camera-Controllable Multi-Agent Video World Model

Huiqiang Sun, Zhan Peng, Size Wu +9

Video world models have made rapid progress in generating controllable visual experiences, but most of them still simulate the world from a single observer. Extending such models t…

cs.CV2025

BokehFlow: Depth-Free Controllable Bokeh Rendering via Flow Matching

Yachuan Huang, Xianrui Luo, Qiwen Wang +6

Bokeh rendering simulates the shallow depth-of-field effect in photography, enhancing visual aesthetics and guiding viewer attention to regions of interest. Although recent approac…

cs.CV2025

Generative Photographic Control for Scene-Consistent Video Cinematic Editing

Huiqiang Sun, Liao Shen, Zhan Peng +9

Cinematic storytelling is profoundly shaped by the artful manipulation of photographic elements such as depth of field and exposure. These effects are crucial in conveying mood and…

cs.CV2025

MuGS: Multi-Baseline Generalizable Gaussian Splatting Reconstruction

Yaopeng Lou, Liao Shen, Tianqi Liu +4

We present Multi-Baseline Gaussian Splatting (MuGS), a generalized feed-forward approach for novel view synthesis that effectively handles diverse baseline settings, including spar…