activity
20232026
most citedExposure Completing for Temporally Consistent Neural High Dynamic Range Video Rendering

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

collaborators

12 papers

cs.CV2026

MoRoute: Dynamic Routing for In-Context Multimodal Video Generation

Chong Gao, Jie Ma, Zhan Peng +5

Multimodal video generation aims to generate and edit videos conditioned on arbitrary combinations of text, images, and videos within a single model, allowing diverse tasks to shar…

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

SmartDirector: Keyframe-Conditioned Cinematic Video Generation with Narrative Pacing Control

Zhida Zhang, Jie Ma, Zhan Peng +5

The narrative quality of a video fundamentally determines its perceptual value. Although existing video generation methods can produce visually appealing content, they predominantl…

cs.CV2026

MoCam: Unified Novel View Synthesis via Structured Denoising Dynamics

Haofeng Liu, Yang Zhou, Ziheng Wang +6

Generative novel view synthesis faces a fundamental dilemma: geometric priors provide spatial alignment but become sparse and inaccurate under view changes, while appearance priors…

cs.CV2026

MoCha:End-to-End Video Character Replacement without Structural Guidance

Zhengbo Xu, Jie Ma, Ziheng Wang +3

Controllable video character replacement with a user-provided identity remains a challenging problem due to the lack of paired video data. Prior works have predominantly relied on…

cs.CV2025

Semi-Supervised High Dynamic Range Image Reconstructing via Bi-Level Uncertain Area Masking

Wei Jiang, Jiahao Cui, Yizheng Wu +3

Reconstructing high dynamic range (HDR) images from low dynamic range (LDR) bursts plays an essential role in the computational photography. Impressive progress has been achieved b…

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

Exploring Contextual Attribute Density in Referring Expression Counting

Zhicheng Wang, Zhiyu Pan, Zhan Peng +4

Referring expression counting (REC) algorithms are for more flexible and interactive counting ability across varied fine-grained text expressions. However, the requirement for fine…

cs.CV2024★ 3 cited

Exposure Completing for Temporally Consistent Neural High Dynamic Range Video Rendering

Jiahao Cui, Wei Jiang, Zhan Peng +2

High dynamic range (HDR) video rendering from low dynamic range (LDR) videos where frames are of alternate exposure encounters significant challenges, due to the exposure change an…

cs.CV2024

Geometry-aware Reconstruction and Fusion-refined Rendering for Generalizable Neural Radiance Fields

Tianqi Liu, Xinyi Ye, Min Shi +4

Generalizable NeRF aims to synthesize novel views for unseen scenes. Common practices involve constructing variance-based cost volumes for geometry reconstruction and encoding 3D d…

cs.CV2024

3D Multi-frame Fusion for Video Stabilization

Zhan Peng, Xinyi Ye, Weiyue Zhao +4

In this paper, we present RStab, a novel framework for video stabilization that integrates 3D multi-frame fusion through volume rendering. Departing from conventional methods, we i…

cs.CV2023

Fast Full-frame Video Stabilization with Iterative Optimization

Weiyue Zhao, Xin Li, Zhan Peng +4

Video stabilization refers to the problem of transforming a shaky video into a visually pleasing one. The question of how to strike a good trade-off between visual quality and comp…