Songyou Peng
27 papers · 2019–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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(13)
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(19)
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(6)
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Keyword Collector
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Research topics
Computer Vision
(23)
Analysis
(21)
Deep Learning
(13)
Artificial Intelligence
(9)
Core AI
(9)
Models
(9)
Machine Learning
(7)
Generation
(7)
Processing
(6)
Architectures
(5)
Learning Types Β· Machine Learning
(5)
Domain-Specific
(4)
Learning Types Β· Deep Learning
(4)
Computer Science
(2)
Mathematics & Optimization
(2)
Keywords
3d reconstruction
(9)
novel view synthesis
(8)
gaussian splatting
(6)
scene reconstruction
(5)
3d vision
(5)
surface reconstruction
(4)
scene understanding
(3)
depth estimation
(3)
diffusion model
(3)
neural radiance field
(2)
3d gaussian splatting
(2)
pose estimation
(2)
vision-language model
(2)
zero-shot learning
(2)
point cloud
(2)
implicit neural representation
(2)
3d scene understanding
(2)
semantic segmentation
(2)
neural rendering
(2)
uncertainty estimation
(2)
Papers
Selfi: Self-improving Reconstruction Engine via 3D Geometric Feature Alignment
CVPR 2026
Sensor2Sensor: Cross-Embodiment Sensor Conversion for Autonomous Driving
CVPR 2026
CL-Splats: Continual Learning of Gaussian Splatting with Local Optimization
ICCV 2025
DepthSplat: Connecting Gaussian Splatting and Depth
CVPR 2025
Free360: Layered Gaussian Splatting for Unbounded 360-Degree View Synthesis from Extremely Sparse and Unposed Views
CVPR 2025
No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images
ICLR 2025
Prompting Depth Anything for 4K Resolution Accurate Metric Depth Estimation
CVPR 2025
SplatTalk: 3D VQA with Gaussian Splatting
ICCV 2025
Visual Chronicles: Using Multimodal LLMs to Analyze Massive Collections of Images
ICCV 2025
WildGS-SLAM: Monocular Gaussian Splatting SLAM in Dynamic Environments
CVPR 2025
3D Neural Edge Reconstruction
CVPR 2024
NeRF On-the-go: Exploiting Uncertainty for Distractor-free NeRFs in the Wild
CVPR 2024
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
ICLR 2024
Renovating Names in Open-Vocabulary Segmentation Benchmarks
NeurIPS 2024
Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels
ECCV 2024
WildGaussians: 3D Gaussian Splatting In the Wild
NeurIPS 2024
DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models
ICCV 2023
OpenScene: 3D Scene Understanding With Open Vocabularies
CVPR 2023
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction
NeurIPS 2022
NICE-SLAM: Neural Implicit Scalable Encoding for SLAM
CVPR 2022
Dynamic Plane Convolutional Occupancy Networks
WACV 2021
KiloNeRF: Speeding Up Neural Radiance Fields With Thousands of Tiny MLPs
ICCV 2021
Shape As Points: A Differentiable Poisson Solver
NeurIPS 2021
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction
ICCV 2021
Convolutional Occupancy Networks
ECCV 2020
DIST: Rendering Deep Implicit Signed Distance Function With Differentiable Sphere Tracing
CVPR 2020
Calibration Wizard: A Guidance System for Camera Calibration Based on Modelling Geometric and Corner Uncertainty
ICCV 2019