#Novel View Synthesis

26개의 포스트

[논문리뷰] Fast Spatial Memory with Elastic Test-Time Training

Joyce Chai이 arXiv에 게시한 'Fast Spatial Memory with Elastic Test-Time Training' 논문에 대한 자세한 리뷰입니다.

#Review #4D Reconstruction #Test-Time Training #Elastic Weight Consolidation #Spatial Memory #Novel View Synthesis #Large Chunk Adaptation

2026년 4월 8일

[논문리뷰] Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting

arXiv에 게시된 'Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting' 논문에 대한 자세한 리뷰입니다.

#Review #3D Gaussian Splatting #Novel View Synthesis #Feed-Forward #High-Resolution Rendering #Textured Primitives #Geometry-Appearance Decoupling #4K

2026년 3월 26일

[논문리뷰] 2Xplat: Two Experts Are Better Than One Generalist

arXiv에 게시된 '2Xplat: Two Experts Are Better Than One Generalist' 논문에 대한 자세한 리뷰입니다.

#Review #3D Gaussian Splatting (3DGS)#Pose-free #Feed-forward #Two-Experts Architecture #Geometry Estimation #Appearance Modeling #Novel View Synthesis #Training Efficiency

2026년 3월 24일

[논문리뷰] F4Splat: Feed-Forward Predictive Densification for Feed-Forward 3D Gaussian Splatting

Hyunwoo J. Kim이 arXiv에 게시한 'F4Splat: Feed-Forward Predictive Densification for Feed-Forward 3D Gaussian Splatting' 논문에 대한 자세한 리뷰입니다.

#Review #3D Gaussian Splatting #Feed-Forward #Predictive Densification #Spatially Adaptive Allocation #Novel View Synthesis #Uncalibrated Multi-view #Gaussian Budget Control

2026년 3월 23일

[논문리뷰] Think3D: Thinking with Space for Spatial Reasoning

Yuhan Wu이 arXiv에 게시한 'Think3D: Thinking with Space for Spatial Reasoning' 논문에 대한 자세한 리뷰입니다.

#Review #Spatial Reasoning #3D Reconstruction #VLM Agents #Tool Calling #Reinforcement Learning #Novel View Synthesis #Iterative Exploration

2026년 1월 20일

[논문리뷰] InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields

arXiv에 게시된 'InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields' 논문에 대한 자세한 리뷰입니다.

#Review #Depth Estimation #Neural Implicit Fields #Arbitrary Resolution #Fine-Grained #Novel View Synthesis #Vision Transformer #Synth4K Benchmark

2026년 1월 6일

[논문리뷰] NeoVerse: Enhancing 4D World Model with in-the-wild Monocular Videos

Feng Wang이 arXiv에 게시한 'NeoVerse: Enhancing 4D World Model with in-the-wild Monocular Videos' 논문에 대한 자세한 리뷰입니다.

#Review #4D World Model #Gaussian Splatting #Monocular Video #Novel View Synthesis #Video Generation #Feed-Forward Reconstruction #Degradation Simulation

2026년 1월 4일

[논문리뷰] SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time

Tuanfeng Y. Wang이 arXiv에 게시한 'SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time' 논문에 대한 자세한 리뷰입니다.

#Review #Video Diffusion Model #Generative Rendering #Novel View Synthesis #Space-Time Disentanglement #Temporal Control #Camera Control #Dynamic Scenes #Temporal Warping

2025년 12월 31일

[논문리뷰] GaMO: Geometry-aware Multi-view Diffusion Outpainting for Sparse-View 3D Reconstruction

Yu-Lun Liu이 arXiv에 게시한 'GaMO: Geometry-aware Multi-view Diffusion Outpainting for Sparse-View 3D Reconstruction' 논문에 대한 자세한 리뷰입니다.

#Review #3D Reconstruction #Sparse-View #Diffusion Models #Outpainting #Gaussian Splatting #Geometry-aware #Novel View Synthesis

2025년 12월 31일

[논문리뷰] WorldWarp: Propagating 3D Geometry with Asynchronous Video Diffusion

arXiv에 게시된 'WorldWarp: Propagating 3D Geometry with Asynchronous Video Diffusion' 논문에 대한 자세한 리뷰입니다.

#Review #Novel View Synthesis #3D Geometry Propagation #Video Diffusion Models #Gaussian Splatting #Autoregressive Generation #Spatio-Temporal Noise #Geometric Consistency

2025년 12월 22일

[논문리뷰] Infinite-Homography as Robust Conditioning for Camera-Controlled Video Generation

arXiv에 게시된 'Infinite-Homography as Robust Conditioning for Camera-Controlled Video Generation' 논문에 대한 자세한 리뷰입니다.

#Review #Video Generation #Camera Control #Homography #Diffusion Models #Data Augmentation #Novel View Synthesis #Pose Fidelity

2025년 12월 22일

[논문리뷰] MeshSplatting: Differentiable Rendering with Opaque Meshes

Matheus Gadelha이 arXiv에 게시한 'MeshSplatting: Differentiable Rendering with Opaque Meshes' 논문에 대한 자세한 리뷰입니다.

#Review #Differentiable Rendering #Novel View Synthesis #Mesh Reconstruction #3D Gaussian Splatting #Opaque Meshes #Real-time Rendering #Game Engines

2025년 12월 14일

[논문리뷰] StereoWorld: Geometry-Aware Monocular-to-Stereo Video Generation

Guixun Luo이 arXiv에 게시한 'StereoWorld: Geometry-Aware Monocular-to-Stereo Video Generation' 논문에 대한 자세한 리뷰입니다.

#Review #Monocular-to-Stereo #Video Generation #Diffusion Models #Geometry-Aware #XR #IPD-aligned Dataset #Novel View Synthesis

2025년 12월 10일

[논문리뷰] SUCCESS-GS: Survey of Compactness and Compression for Efficient Static and Dynamic Gaussian Splatting

Sung-Ho Bae이 arXiv에 게시한 'SUCCESS-GS: Survey of Compactness and Compression for Efficient Static and Dynamic Gaussian Splatting' 논문에 대한 자세한 리뷰입니다.

#Review #3D Gaussian Splatting (3DGS)#Gaussian Compression #Model Efficiency #Novel View Synthesis #Dynamic Scenes #Parameter Compression #Restructuring Compression #Real-time Rendering

2025년 12월 9일

[논문리뷰] Multi-view Pyramid Transformer: Look Coarser to See Broader

Jungwoo Kim이 arXiv에 게시한 'Multi-view Pyramid Transformer: Look Coarser to See Broader' 논문에 대한 자세한 리뷰입니다.

#Review #Multi-view Transformer #3D Reconstruction #Hierarchical Attention #Computational Efficiency #3D Gaussian Splatting #Novel View Synthesis #Scalability

2025년 12월 8일

[논문리뷰] Frequency-Adaptive Sharpness Regularization for Improving 3D Gaussian Splatting Generalization

Youngjung Uh이 arXiv에 게시한 'Frequency-Adaptive Sharpness Regularization for Improving 3D Gaussian Splatting Generalization' 논문에 대한 자세한 리뷰입니다.

#Review #3D Gaussian Splatting #Generalization #Sharpness-Aware Minimization #Regularization #Novel View Synthesis #Sparse View Reconstruction #Loss Landscape #Frequency-Adaptive

2025년 11월 26일

[논문리뷰] Depth Anything 3: Recovering the Visual Space from Any Views

arXiv에 게시된 'Depth Anything 3: Recovering the Visual Space from Any Views' 논문에 대한 자세한 리뷰입니다.

#Review #Depth Estimation #Multi-view Geometry #Transformer Architecture #Teacher-Student Learning #Pose Estimation #3D Reconstruction #Novel View Synthesis #Visual Space Recovery

2025년 11월 13일

[논문리뷰] Skyfall-GS: Synthesizing Immersive 3D Urban Scenes from Satellite Imagery

Chung-Ho Wu이 arXiv에 게시한 'Skyfall-GS: Synthesizing Immersive 3D Urban Scenes from Satellite Imagery' 논문에 대한 자세한 리뷰입니다.

#Review #3D Scene Synthesis #Gaussian Splatting #Satellite Imagery #Diffusion Models #Urban Modeling #Novel View Synthesis #Curriculum Learning #Real-time Rendering

2025년 10월 20일

[논문리뷰] SViM3D: Stable Video Material Diffusion for Single Image 3D Generation

arXiv에 게시된 'SViM3D: Stable Video Material Diffusion for Single Image 3D Generation' 논문에 대한 자세한 리뷰입니다.

#Review #Single Image 3D Reconstruction #Material Prediction #Video Diffusion Models #Physically Based Rendering (PBR)#Inverse Rendering #Novel View Synthesis #Camera Control #Latent Diffusion

2025년 10월 10일

[논문리뷰] Triangle Splatting+: Differentiable Rendering with Opaque Triangles

Matheus Gadelha이 arXiv에 게시한 'Triangle Splatting+: Differentiable Rendering with Opaque Triangles' 논문에 대한 자세한 리뷰입니다.

#Review #Differentiable Rendering #3D Reconstruction #Novel View Synthesis #Triangles #Opaque Primitives #Game Engines #Gaussian Splatting #Mesh-based Rendering

2025년 10월 6일

[논문리뷰] VolSplat: Rethinking Feed-Forward 3D Gaussian Splatting with Voxel-Aligned Prediction

Haoxiao Wang이 arXiv에 게시한 'VolSplat: Rethinking Feed-Forward 3D Gaussian Splatting with Voxel-Aligned Prediction' 논문에 대한 자세한 리뷰입니다.

#Review #3D Gaussian Splatting #Novel View Synthesis #Voxel-Aligned Prediction #Feed-Forward Reconstruction #Multi-View Consistency #Scene Representation #Computer Vision

2025년 9월 24일

[논문리뷰] HyRF: Hybrid Radiance Fields for Memory-efficient and High-quality Novel View Synthesis

Dan Xu이 arXiv에 게시한 'HyRF: Hybrid Radiance Fields for Memory-efficient and High-quality Novel View Synthesis' 논문에 대한 자세한 리뷰입니다.

#Review #Novel View Synthesis #3D Gaussian Splatting (3DGS)#Neural Radiance Fields (NeRF)#Memory Efficiency #High-Quality Rendering #Hybrid Representation #Real-time Rendering

2025년 9월 24일

[논문리뷰] WorldForge: Unlocking Emergent 3D/4D Generation in Video Diffusion Model via Training-Free Guidance

Ruibo Li이 arXiv에 게시한 'WorldForge: Unlocking Emergent 3D/4D Generation in Video Diffusion Model via Training-Free Guidance' 논문에 대한 자세한 리뷰입니다.

#Review #Video Diffusion Models #3D/4D Generation #Training-Free Guidance #Camera Trajectory Control #Novel View Synthesis #Geometric Consistency #Inference-Time Optimization

2025년 9월 19일

[논문리뷰] MeshSplat: Generalizable Sparse-View Surface Reconstruction via Gaussian Splatting

Yanzhe Liang이 arXiv에 게시한 'MeshSplat: Generalizable Sparse-View Surface Reconstruction via Gaussian Splatting' 논문에 대한 자세한 리뷰입니다.

#Review #Sparse-View #Surface Reconstruction #Gaussian Splatting #2DGS #Novel View Synthesis #Generalizable #Mesh Extraction #3D Vision

2025년 8월 26일

[논문리뷰] LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos

Yen-Yu Lin이 arXiv에 게시한 'LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos' 논문에 대한 자세한 리뷰입니다.

#Review #Novel View Synthesis #3D Gaussian Splatting #Unposed Reconstruction #Camera Pose Estimation #Incremental Optimization #Octree #Long Videos

2025년 8월 20일

[논문리뷰] GSFixer: Improving 3D Gaussian Splatting with Reference-Guided Video Diffusion Priors

Qingnan Fan이 arXiv에 게시한 'GSFixer: Improving 3D Gaussian Splatting with Reference-Guided Video Diffusion Priors' 논문에 대한 자세한 리뷰입니다.

#Review #3D Gaussian Splatting #Novel View Synthesis #Diffusion Model #Artifact Restoration #Sparse-view 3D Reconstruction #Reference-Guided

2025년 8월 14일