activity
20232026
most citedDirect-a-Video: Customized Video Generation with User-Directed Camera Movement and Object Motion

36 citations · 84 across the 65 of their papers we have counts for

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Showing 2026Show all

6 papers · 1 filter

cs.CV2026

GSHeadRelight: Fast Relightability for 3D Gaussian Head Synthesis

Henglei Lv, Bailin Deng, Jianzhu Guo +4

Relighting and novel view synthesis of human portraits are essential in applications such as portrait photography, virtual reality (VR), and augmented reality (AR). Despite recent…

cs.CV2026

HandsOnWorld: Unconstrained Egocentric Video Generation with Camera-Disentangled Hand Control

Yushuo Chen, Xiaoyu Shi, Xiaoshi Wu +3

We present HandsOnWorld, a framework for hand-controlled egocentric video generation that learns directly from unconstrained monocular video. Prior generators depend on 3D hand ann…

cs.LG2026

Amortized Moment Matching for Visual Generation

Wenze Liu, Xintao Wang, Pengfei Wan +1

We propose amortized moment matching, utilizing neural networks to learn data moments as distributional training signals. By casting diffusion denoisers through polynomial projecti…

cs.CV2026

MAVIN: Multi-Shot Audio-Visual Generation with Customized Narrative Control

Kaiqi Liu, Yunyao Mao, Ziqi Cai +8

While recent generative models produce high-fidelity videos, they struggle with the complex narrative control required for coherent multi-shot audio-visual generation. Existing met…

cs.CV2026

AnchorWorld: Embodied Egocentric World Simulation with View-based Evolution Customization

Yu Li, Menghan Xia, Gongye Liu +8

Despite being a pivotal frontier, interactive world modeling remains underexplored in terms of the versatile controllability required by practical scenarios. To bridge this gap, we…

cs.CV2026

CineScene: Implicit 3D as Effective Scene Representation for Cinematic Video Generation

Kaiyi Huang, Yukun Huang, Yu Li +8

Cinematic video production requires control over scene-subject composition and camera movement, but live-action shooting remains costly due to the need for constructing physical se…