Cover Image

Learning Neural Deformation Representation for 4D Dynamic Shape Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Han, Gyojin, Hur, Jiwan, Choi, Jaehyun, Kim, Junmo
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PRISM: Video Dataset Condensation with Progressive Refinement and Insertion for Sparse Motion
by: Choi, Jaehyun, et al.
Published: (2025)

Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance
by: Hur, Jiwan, et al.
Published: (2024)

Cross-Axis Feature Fusion with Joint-Wise Motion Difference Prediction for Text-Based 3D Human Motion Editing
by: Han, Gyojin, et al.
Published: (2026)

SSG: Scaled Spatial Guidance for Multi-Scale Visual Autoregressive Generation
by: Shin, Youngwoo, et al.
Published: (2026)

Frequency-Aware Token Reduction for Efficient Vision Transformer
by: Lee, Dong-Jae, et al.
Published: (2025)

B4DL: A Benchmark for 4D LiDAR LLM in Spatio-Temporal Understanding
by: Choi, Changho, et al.
Published: (2025)

DAM: Domain-Aware Module for Multi-Domain Dataset Condensation
by: Choi, Jaehyun, et al.
Published: (2025)

Beyond Semantics: Disentangling Information Scope in Sparse Autoencoders for CLIP
by: Ro, Yusung, et al.
Published: (2026)

Inlier-Centric Post-Training Quantization for Object Detection Models
by: Kim, Minsu, et al.
Published: (2026)

Modeling Stereo-Confidence Out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep
by: Lee, Jae Young, et al.
Published: (2024)

Stereo-Matching Knowledge Distilled Monocular Depth Estimation Filtered by Multiple Disparity Consistency
by: Ka, Woonghyun, et al.
Published: (2024)

Self-supervised Transformation Learning for Equivariant Representations
by: Yu, Jaemyung, et al.
Published: (2025)

AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation
by: Choi, Jaehyun, et al.
Published: (2024)

DMQ: Dissecting Outliers of Diffusion Models for Post-Training Quantization
by: Lee, Dongyeun, et al.
Published: (2025)

Instruct-4DGS: Efficient Dynamic Scene Editing via 4D Gaussian-based Static-Dynamic Separation
by: Kwon, Joohyun, et al.
Published: (2025)

Dynamic Neural Surfaces for Elastic 4D Shape Representation and Analysis
by: Nizamani, Awais, et al.
Published: (2025)

4Deform: Neural Surface Deformation for Robust Shape Interpolation
by: Sang, Lu, et al.
Published: (2025)

Global Geometry Is Not Enough for Vision Representations
by: Chung, Jiwan, et al.
Published: (2026)

CoRLD: Contrastive Representation Learning Of Deformable Shapes In Images
by: Hossain, Tonmoy, et al.
Published: (2025)

Kinematics-Driven Gaussian Shape Deformation for Blurry Monocular Dynamic Scenes
by: Song, Yeon-Ji, et al.
Published: (2026)

GIFS: Neural Implicit Function for General Shape Representation
by: Ye, Jianglong, et al.
Published: (2022)

DiLO: Disentangled Latent Optimization for Learning Shape and Deformation in Grouped Deforming 3D Objects
by: Uddin, Mostofa Rafid, et al.
Published: (2025)

Learning KAN-based Implicit Neural Representations for Deformable Image Registration
by: Drozdov, Nikita, et al.
Published: (2025)

Can visual language models resolve textual ambiguity with visual cues? Let visual puns tell you!
by: Chung, Jiwan, et al.
Published: (2024)

Leveraging Image Augmentation for Object Manipulation: Towards Interpretable Controllability in Object-Centric Learning
by: Kim, Jinwoo, et al.
Published: (2023)

CAVIS: Context-Aware Video Instance Segmentation
by: Lee, Seunghun, et al.
Published: (2024)

DeformCL: Learning Deformable Centerline Representation for Vessel Extraction in 3D Medical Image
by: Zhao, Ziwei, et al.
Published: (2025)

SRHand: Super-Resolving Hand Images and 3D Shapes via View/Pose-aware Neural Image Representations and Explicit 3D Meshes
by: Kim, Minje, et al.
Published: (2025)

Bridging Geometric and Semantic Foundation Models for Generalized Monocular Depth Estimation
by: Ma, Sanggyun, et al.
Published: (2025)

Comparison Reveals Commonality: Customized Image Generation through Contrastive Inversion
by: Kim, Minseo, et al.
Published: (2025)

Sculpt4D: Generating 4D Shapes via Sparse-Attention Diffusion Transformers
by: Yin, Minghao, et al.
Published: (2026)

Noisy Label Classification using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning
by: Lee, Hansang, et al.
Published: (2022)

Do Vision Models Encode Object-Level Semantic Relatedness? A Cognitive Psychology-Inspired Benchmark
by: Lee, Hansang, et al.
Published: (2017)

GenAnalysis: Joint Shape Analysis by Learning Man-Made Shape Generators with Deformation Regularizations
by: Yang, Yuezhi, et al.
Published: (2025)

Learning Geodesics of Geometric Shape Deformations From Images
by: Wu, Nian, et al.
Published: (2024)

Learning Question-Aware Keyframe Selection with Synthetic Supervision for Video Question Answering
by: Kwon, Minchan, et al.
Published: (2026)

Boundary-Recovering Network for Temporal Action Detection
by: Kim, Jihwan, et al.
Published: (2024)

DGNS: Deformable Gaussian Splatting and Dynamic Neural Surface for Monocular Dynamic 3D Reconstruction
by: Li, Xuesong, et al.
Published: (2024)

NAISR: A 3D Neural Additive Model for Interpretable Shape Representation
by: Jiao, Yining, et al.
Published: (2023)

Query-Calibrated Segmental Admission for Descriptor-Agnostic LiDAR Loop Closure in Repetitive Environments
by: Kim, Jaehyun, et al.
Published: (2025)