xubaixinxbx / cvpr2023_acceptedpapers_classification

CVPR2023_Acceptedpapers_Classification

CVPR2023 Accepted Papers List

Part 1: Learning Optical Expansion from Scale Matching ---- Towards All-in-one Pre-training via Maximizing Multi-modal Mutual Informationn

Part 2: CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching ---- Are We Ready for Vision-Centric Driving Streaming Perception? The ASAP Benchmark

Part 3: Vision Transformers are Good Mask Auto-Labelers ---- ECON: Explicit Clothed humans Optimized via Normal integration

Part 4: Zero-shot Generative Model Adaptation via Image-specific Prompt Learning ---- ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization

Part 5: Token Boosting for Robust Self-Supervised Visual Transformer Pre-training ---- Mask-guided Matting in the Wild

Neural Parameterization & Editing

• DA Wand: Distortion-Aware Selection using Neural Mesh Parameterization
• NeuralEditor: Editing Neural Radiance Fields via Manipulating Point Clouds
• EditableNeRF: Editing Topologically Varying Neural Radiance Fields by Key Points
• JacobiNeRF: NeRF Shaping with Mutual Information Gradients

Appearance Modeling & BRDFs

• NeuFace: Realistic 3D Neural Face Rendering from Multi-view Images
• NeFII: Inverse Rendering for Reflectance Decomposition with Near-Field Indirect Illumination
• NeRF-DS: Neural Radiance Fields for Dynamic Specular Objects
• RelightableHands: Efficient Neural Relighting of Articulated Hand Models
• Multi-View Azimuth Stereo via Tangent Space Consistency
• VDN-NeRF: Resolving Shape-Radiance Ambiguity via View-Dependence Normalization
• ReLight My NeRF: A Dataset for Novel View Synthesis and Relighting of Real World Objects
• Looking Through the Glass: Neural Surface Reconstruction Against High Specular Reflections
• HandNeRF: Neural Radiance Fields for Animatable Interacting Hands
• Generalizable Implicit Neural Representations via Instance Pattern Composers
• Semi-supervised Hand Appearance Recovery via Structure Disentanglement and Dual Adversarial Discrimination
• NeRFLix: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-Viewpoint MiXer
• CloSET: Modeling Clothed Humans on Continuous Surface with Explicit Template Decomposition
• DP-NeRF: Deblurred Neural Radiance Field with Physical Scene Priors
• NeRF-DS: Neural Radiance Fields for Dynamic Specular Objects
• HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling
• GM-NeRF: Learning Generalizable Model-Based Neural Radiance Fields From Multi-View Images
• Learning Visibility Field for Detailed 3D Human Reconstruction and Relighting
• ReLight My NeRF: A Dataset for Novel View Synthesis and Relighting of Real World Objects
• MAIR: Multi-view Attention Inverse Rendering with 3D Spatially-Varying Lighting Estimation
• Relightable Neural Human Assets from Multi-view Gradient Illumination

Faster training

voxel/sparse-voxel/octree-based method

hash-table/triplane-based method

• InstantAvatar: Learning Avatars from Monocular Video in 60 Seconds
• Compressing Volumetric Radiance Fields to 1 MB
• Neuralangelo: High-Fidelity Neural Surface Reconstruction

Others

• NeRFLight: Fast and Light Neural Radiance Fields using a Shared Feature Grid
• Real-Time Neural Light Field on Mobile Devices
• F2-NeRF: Fast Neural Radiance Field Training With Free Camera Trajectories

3D Shape Generative Models

• Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures
• OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis
• Diffusion-Based Signed Distance Fields for 3D Shape Generation
• DiffusioNeRF: Regularizing Neural Radiance Fields With Denoising Diffusion Models

Reconstruction/driven from Monocular video based-NeRF

• MonoAvatar: Learning Personalized High Quality Volumetric Head Avatars from Monocular RGB Videos
• Learning Neural Volumetric Representations of Dynamic Humans in Minutes
• Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction

Sparse views

• DINER: Depth-aware Image-based NEural Radiance fields
• FreeNeRF: Improving Few-shot Neural Rendering with Free Frequency Regularization
• MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs
• BlendFields: Few-Shot Example-Driven Facial Modeling

Geometry-awared NeRF

• Towards Unbiased Volume Rendering of Neural Implicit Surfaces with Geometry Priors
• gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object Reconstruction
• DiffusioNeRF: Regularizing Neural Radiance Fields With Denoising Diffusion Models

Garment related

• ECON: Explicit Clothed humans Optimized via Normal integration
• CloSET: Modeling Clothed Humans on Continuous Surface with Explicit Template Decomposition
• Regularize Implicit Neural Representation by Itself

UDF

• NeUDF: Leaning Neural Unsigned Distance Fields With Volume Rendering
• NeuralUDF: Learning Unsigned Distance Fields for Multi-View Reconstruction of Surfaces With Arbitrary Topologies
• NeAT: Learning Neural Implicit Surfaces with Arbitrary Topologies from Multi-view Images
• ShadowNeuS: Neural SDF Reconstruction by Shadow Ray Supervision

Other

• NEF: Neural Edge Fields for 3D Parametric Curve Reconstruction from Multi-view Images