Sida Peng

64 papers · 2019–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (57) 🏠 Conference Loyalist (28) 🤝 Dynamic Duo (47) 🏆 Keyword Champion (2) 🔬 Deep Specialist (33) 📈 Trend Setter 🗃️ Keyword Collector (226) 💎 Century Club (63) ⚡ Prolific Year (14) 🔥 Unstoppable (7)

Conferences

CVPR (28) ICCV (14) ECCV (9) ICLR (4) NIPS (4) IJCAI (2) AAAI (1) AISTATS (1) CORL (1)

Top co-authors

Xiaowei Zhou (48) Hujun Bao (31) Yujun Shen (15) Haotong Lin (10) Zhen Xu (9) Qing Shuai (8) Haoyu Guo (7) Ruizhen Hu (6) Yunzhi Yan (6) Qianqian Wang (6)

Keywords

neural radiance field (14) 3d reconstruction (12) novel view synthesis (9) view synthesis (9) point cloud (6) neural rendering (5) 3d vision (5) diffusion model (5) radiance field (4) scene reconstruction (4) self-supervised learning (4) implicit neural representation (4) depth estimation (4) occlusion handling (3) scene understanding (3) differentiable rendering (3) image generation (3) human pose estimation (3) dynamic scene (3) structure from motion (3)

Papers

StreamingTalker: Audio-driven 3D Facial Animation with Autoregressive Diffusion Model AAAI 2026

3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation ICLR 2025

One View, Many Worlds: Single-Image to 3D object Meets Generative Domain Randomization for One-Shot 6D Pose Estimation CORL 2025

Ready-to-React: Online Reaction Policy for Two-Character Interaction Generation ICLR 2025

UniRestore3D: A Scalable Framework For General Shape Restoration ICLR 2025

Precise Action-to-Video Generation Through Visual Action Prompts ICCV 2025

StreetCrafter: Street View Synthesis with Controllable Video Diffusion Models CVPR 2025

Multi-view Reconstruction via SfM-guided Monocular Depth Estimation CVPR 2025

ReTracker: Exploring Image Matching for Robust Online Any Point Tracking ICCV 2025

ERNet: Efficient Non-Rigid Registration Network for Point Sequences ICCV 2025

Hierarchy UGP: Hierarchy Unified Gaussian Primitive for Large-Scale Dynamic Scene Reconstruction ICCV 2025

Human-Centric Foundation Models: Perception, Generation and Agentic Modeling IJCAI 2025

Diffuman4D: 4D Consistent Human View Synthesis from Sparse-View Videos with Spatio-Temporal Diffusion Models ICCV 2025

Motion-2-to-3: Leveraging 2D Motion Data for 3D Motion Generations ICCV 2025

MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space ICCV 2025

BoxDreamer: Dreaming Box Corners for Generalizable Object Pose Estimation ICCV 2025

EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds ICCV 2025

LiDAR-RT: Gaussian-based Ray Tracing for Dynamic LiDAR Re-simulation CVPR 2025

FreeTimeGS: Free Gaussian Primitives at Anytime Anywhere for Dynamic Scene Reconstruction CVPR 2025

Prompting Depth Anything for 4K Resolution Accurate Metric Depth Estimation CVPR 2025

EnvGS: Modeling View-Dependent Appearance with Environment Gaussian CVPR 2025

UniVerse: Unleashing the Scene Prior of Video Diffusion Models for Robust Radiance Field Reconstruction ICCV 2025

IntrinsicAnything: Learning Diffusion Priors for Inverse Rendering Under Unknown Illumination ECCV 2024

Generating Human Motion in 3D Scenes from Text Descriptions CVPR 2024

Efficient LoFTR: Semi-Dense Local Feature Matching with Sparse-Like Speed CVPR 2024

SpatialTracker: Tracking Any 2D Pixels in 3D Space CVPR 2024

Detector-Free Structure from Motion CVPR 2024

Rapid 3D Model Generation with Intuitive 3D Input CVPR 2024

4K4D: Real-Time 4D View Synthesis at 4K Resolution CVPR 2024

Relightable and Animatable Neural Avatar from Sparse-View Video CVPR 2024

UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation ECCV 2024

GVGEN: Text-to-3D Generation with Volumetric Representation ECCV 2024

GRM: Large Gaussian Reconstruction Model for Efficient 3D Reconstruction and Generation ECCV 2024

Text to Layer-wise 3D Clothed Human Generation ECCV 2024

SAM-guided Graph Cut for 3D Instance Segmentation ECCV 2024

Street Gaussians: Modeling Dynamic Urban Scenes with Gaussian Splatting ECCV 2024

CPT-VR: Improving Surface Rendering via Closest Point Transform with View-Reflection Appearance ECCV 2024

Neural Polynomial Gabor Fields for Macro Motion Analysis ICLR 2024

Learning Neural Volumetric Representations of Dynamic Humans in Minutes CVPR 2023

Learning 3D-Aware Image Synthesis With Unknown Pose Distribution CVPR 2023

Learning Human Mesh Recovery in 3D Scenes CVPR 2023

Neural Scene Chronology CVPR 2023

Painting 3D Nature in 2D: View Synthesis of Natural Scenes From a Single Semantic Mask CVPR 2023

DisCoScene: Spatially Disentangled Generative Radiance Fields for Controllable 3D-Aware Scene Synthesis CVPR 2023

AutoRecon: Automated 3D Object Discovery and Reconstruction CVPR 2023

Grid-Guided Neural Radiance Fields for Large Urban Scenes CVPR 2023

Benchmarking and Analyzing 3D-aware Image Synthesis with a Modularized Codebase NIPS 2023

Compact Neural Volumetric Video Representations with Dynamic Codebooks NIPS 2023

Ponder: Point Cloud Pre-training via Neural Rendering ICCV 2023

Hierarchical Generation of Human-Object Interactions with Diffusion Probabilistic Models ICCV 2023

iVS-Net: Learning Human View Synthesis from Internet Videos ICCV 2023

Representing Volumetric Videos As Dynamic MLP Maps CVPR 2023

Gen6D: Generalizable Model-Free 6-DoF Object Pose Estimation from RGB Images ECCV 2022

Learning to Estimate Object Poses without Real Image Annotations IJCAI 2022

Neural Rays for Occlusion-Aware Image-Based Rendering CVPR 2022

TotalSelfScan: Learning Full-body Avatars from Self-Portrait Videos of Faces, Hands, and Bodies NIPS 2022

3D-Aware Image Synthesis via Learning Structural and Textural Representations CVPR 2022

Neural 3D Scene Reconstruction With the Manhattan-World Assumption CVPR 2022

Regression Discontinuity Design under Self-selection AISTATS 2021

Animatable Neural Radiance Fields for Modeling Dynamic Human Bodies ICCV 2021

Neural Body: Implicit Neural Representations With Structured Latent Codes for Novel View Synthesis of Dynamic Humans CVPR 2021

Deep Snake for Real-Time Instance Segmentation CVPR 2020

GIFT: Learning Transformation-Invariant Dense Visual Descriptors via Group CNNs NIPS 2019

PVNet: Pixel-Wise Voting Network for 6DoF Pose Estimation CVPR 2019