Multi-View Image Synthesis

Latest papers

24 papers5 papers in the last four weeks, level with the four weeks before. 0.0% of all new papers.

Multi-View Structural Representations for Physically-Consistent TeX Generation
Oct 19, 2026Daoheng Li, Jianjun Qian*, Mengkai Yan +1Image Generation Physics-Informed Generative Modeling
Nanjing University of Science and Technology, Nanjing, Jiangsu, China · Hohai University, Nanjing, Jiangsu, China
Directionally Factorized Illumination with Spherical Harmonic Rotation
Oct 17, 2026Yimeng Dou, Adam M. Saunders, Andre T. S. Hucke +5Neural Rendering Multi-View Image Synthesis
Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA · Department of Computer Science, Vanderbilt University, Nashville, TN, USA · Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA +4
ESC: Escaping 2D Diffusion Ambiguity with Geometric Constraints for Consistent Novel View Synthesis
Oct 14, 2026Ge Ya Luo, Daniel Severo, Brian Karrer +3Novel View Synthesis Multi-View Image Synthesis
FAIR at Meta · Mila – Québec AI Institute · Université de Montréal +3
AIMS: Anchor-Integrated Multi-View Synthesis for Scalable Novel View Rendering
Oct 6, 2026JooHyun Park, HanYoung Jang, HyeongYeop KangMulti-View Feature Fusion Neural Rendering
Korea University · NCSOFT
NAMVIS: Next-Scale Autoregressive Multi-View Image Synthesis
Oct 3, 2026Ramil Khafizov, Ilya Statsenko, Ruslan Rakhimov +3Multi-View Image Synthesis Novel View Synthesis
Applied AI Institute · T-Tech · KAUST +1
M3GD: Multi-Modal Multi-View Geometric Diffusion for Camera--LiDAR Novel View Synthesis
Sep 24, 2026Yang Zhou, Jiuhong Xiao, Shizhao Ye +3Multi-View Image Synthesis Image Generation
New York University, New York, USA · Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720, USA · U.S. Army Combat Capabilities Development Command, Army Research Laboratory, Adelphi, MD 20783, USA
UltraTex: Unleashing 2K Multi-View Diffusion for 3D Texturing
Sep 19, 2026Yibo Zhang, Ze Yuan, Nan Cao +4Multi-View Image Synthesis 3D Texture Generation
Jilin University, Changchun, China · Shanghai Innovation Institute, Shanghai, China · The University of Hong Kong, Hong Kong, China +3
Reflection-aware Generative Novel View Synthesis
Sep 4, 2026GeonU Kim, Shin Dong-Yeon, Tae-Hyun OhMulti-View Diffusion Models Novel View Synthesis
KAIST
An Evaluation Framework for Generating Multi-View Images of a Person in a Scene
Sep 4, 2026Mahir Majid, Young Kyung Kim, Guillermo SapiroMulti-View Image Synthesis Multi-View Consistency
Princeton University
Generalization over Memorization: Generalization-Aware Diffusion Adaptation for Single-Image Multi-View Synthesis
Aug 29, 2026Jie Li, Xingchen Zou, Yuxuan LiangMulti-View Image Synthesis Novel View Synthesis
Huazhong University of Science and Technology · The Hong Kong University of Science and Technology (Guangzhou)
Photorealistic Novel View Synthesis of Human Faces using Next-Scale Transformers
Aug 24, 2026Federico Stella, Fei Jiang, Zhongshi Jiang +4Novel View Synthesis Multi-View Image Synthesis
École polytechnique fédérale de Lausanne, Switzerland · Meta
GenRec: Knowing Where to Reconstruct and Where to Generate
Aug 18, 2026Ata Çelen, Jaewoo Jung, Federico Tombari +4Novel View Synthesis Multi-View Image Synthesis
ETH Zürich · KAIST · Google +1
SplatGuide: Geometric Priors from 3D Gaussians for Pose-Free Novel View Synthesis
Aug 17, 2026Yejun Zhang, Zihan Wang, Xu Ji +8Multi-View Diffusion Models Novel View Synthesis
Aalto University, Finland · Deep Render, UK · ELLIS Institute Finland +3
Pano2World: End-to-End 3D Generation via Unified Multi-View Sequences
Jul 1, 2026Zhenjia Li, Jinrang Jia, Yifeng ShiMulti-View Consistency 3D Gaussian Splatting
Ke Holdings Inc. Beijing, China
3DCarGen: Scalable 3D Car Generation via 3D-consistent Multi-view Synthesis
Jun 23, 2026Hongli Xiao, Youjian Zhang, Yaohui Jin +3Multi-View Image Synthesis 3D Asset Generation
Shanghai Jiao Tong University, China · Academy of Military Science, China · The University of Sydney, Australia +1
DVSM: Decoder-only View Synthesis Model Done Right
May 28, 2026Cheng Sun, Jaesung Choe, Min-Hung Chen +2Novel View Synthesis Multi-View Image Synthesis
NVIDIA · National Taiwan University
Hitem3D 2.0: Multi-View Guided Native 3D Texture Generation
Apr 10, 2026Huiang He, Shengchu Zhao, Jianwen Huang +7Multi-View Image Synthesis 3D Texture Generation
Math Magic · South China University of Technology
FrameCrafter: Novel View Synthesis as Video Completion
Apr 9, 2026Qi Wu, Khiem Vuong, Minsik Jeon +2Video Diffusion Models Novel View Synthesis
Carnegie Mellon University
Simultaneous Dual-View Mammogram Synthesis Using Denoising Diffusion Probabilistic Models
Apr 6, 2026Jorge Alberto Garza-Abdala, Gerardo A. Fumagal-González, Eduardo de Avila-Armenta +5Multi-View Image Synthesis Medical Image Synthesis
Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Mexico · School of Engineering, Pontificia Universidad Católica de Chile, Santiago, Chile · Tecnologico de Monterrey, School of Medicine and Health Sciences, Monterrey, Mexico
Realiz3D: 3D Generation Made Photorealistic via Domain-Aware Learning
Mar 25, 2026Ido Sobol, Kihyuk Sohn, Yoav Blum +4Multi-View Image Synthesis Image Generation
Technion · Meta AI
HumanOrbit: 3D Human Reconstruction as 360° Orbit Generation
Feb 27, 2026Keito Suzuki, Kunyao Chen, Lei Wang +5Multi-View Image Synthesis 3D Human Reconstruction
University of California, San Diego · Qualcomm
BetterScene: 3D Scene Synthesis with Representation-Aligned Generative Model
Feb 26, 2026Yuci Han, Charles Toth, John E. Anderson +2Novel View Synthesis Multi-View Image Synthesis
Dept. of Electrical and Computer Engineering, The Ohio State University · USACE ERDC GRL
SemanticNVS: Improving Semantic Scene Understanding in Generative Novel View Synthesis
Feb 23, 2026Xinya Chen, Christopher Wewer, Jiahao Xie +2Novel View Synthesis Multi-View Image Synthesis
Max Planck Institute for Informatics, Saarland Informatics Campus, Germany
FlexPainter: Flexible and Multi-View Consistent Texture Generation
Jun 3, 2025Dongyu Yan, Leyi Wu, Jiantao Lin +7Multi-View Image Synthesis 3D Texture Generation
HKUST(GZ) · Quwan · HKUST

Oct 19, 2026J/K move · Enter open · S save

Multi-View Structural Representations for Physically-Consistent TeX Generation

Daoheng Li, Jianjun Qian*, Mengkai Yan, Jian Yang

Nanjing University of Science and Technology, Nanjing, Jiangsu, China · Hohai University, Nanjing, Jiangsu, China

Image Generation Physics-Informed Generative Modeling Multi-View Feature Fusion Infrared-Visible Image Fusion Multi-View Image Synthesis

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Infrared and visible images provide complementary cues for low-light image generation, and physics-based methods can better exploit this complementarity. However, existing physics-based methods still rely heavily on paired data. To address these limitations, we propose Multi-View Routing Mixture-of-Experts (MVR-MoE), a framework for physically consistent TeX generation that learns multi-view structural representations. MVR-MoE mines intrinsic structural cues from infrared and visible images to organize them into multi-view representations, while the proposed multi-view hyper connections expand the feature space and preserve both shared evidence and modality-specific details. A hierarchical routing mechanism further regulates feature utilization at both the structural-view level and the expert level, enabling adaptive exploitation of heterogeneous cues. The predicted temperature, emissivity, and texture maps are constrained by the Stefan-Boltzmann law to ensure physically consistent. Extensive experiments on challenging datasets demonstrate that MVR-MoE achieves superior robustness and discriminability while remaining lightweight.