Cover Image

FastHMR: Accelerating Human Mesh Recovery via Token and Layer Merging with Diffusion Decoding

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mehraban, Soroush, Iaboni, Andrea, Taati, Babak
Format:	Preprint
Published:	2025
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

STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences
by: Mehraban, Soroush, et al.
Published: (2024)

Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences
by: Adeli, Vida, et al.
Published: (2024)

LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding
by: Kazerouni, Amirhossein, et al.
Published: (2025)

TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation
by: Dwivedi, Sai Kumar, et al.
Published: (2024)

GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model -- Bringing Motion Generation to the Clinical Domain
by: Adeli, Vida, et al.
Published: (2025)

PickStyle: Video-to-Video Style Transfer with Context-Style Adapters
by: Mehraban, Soroush, et al.
Published: (2025)

Pain in 3D: Generating Controllable Synthetic Faces for Automated Pain Assessment
by: Lin, Xin Lei, et al.
Published: (2025)

PromptHMR: Promptable Human Mesh Recovery
by: Wang, Yufu, et al.
Published: (2025)

LieHMR: Autoregressive Human Mesh Recovery with $SO(3)$ Diffusion
by: Kim, Donghwan, et al.
Published: (2025)

GenHMR: Generative Human Mesh Recovery
by: Saleem, Muhammad Usama, et al.
Published: (2024)

OnlineHMR: Video-based Online World-Grounded Human Mesh Recovery
by: Zhao, Yiwen, et al.
Published: (2026)

HumanSplatHMR: Closing the Loop Between Human Mesh Recovery and Gaussian Splatting Avatar
by: Zong, Yeheng, et al.
Published: (2026)

FactorizedHMR: A Hybrid Framework for Video Human Mesh Recovery
by: Kwon, Patrick, et al.
Published: (2026)

LiDAR-HMR: 3D Human Mesh Recovery from LiDAR
by: Fan, Bohao, et al.
Published: (2023)

W-HMR: Monocular Human Mesh Recovery in World Space with Weak-Supervised Calibration
by: Yao, Wei, et al.
Published: (2023)

Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot
by: Baradel, Fabien, et al.
Published: (2024)

DeforHMR: Vision Transformer with Deformable Cross-Attention for 3D Human Mesh Recovery
by: Heo, Jaewoo, et al.
Published: (2024)

DanceHMR: Hand-Aware Whole-Body Human Mesh Recovery from Monocular Videos
by: Shen, Wenhao, et al.
Published: (2026)

ClothHMR: 3D Mesh Recovery of Humans in Diverse Clothing from Single Image
by: Gao, Yunqi, et al.
Published: (2025)

Similarity-Aware Token Pruning: Your VLM but Faster
by: Jeddi, Ahmadreza, et al.
Published: (2025)

ResiHMR: Residual-Limb Aware Single-Image 3D Human Mesh Recovery for Individuals with Limb Loss
by: Ying, Jiaying, et al.
Published: (2026)

PressTrack-HMR: Pressure-Based Top-Down Multi-Person Global Human Mesh Recovery
by: Yuan, Jiayue, et al.
Published: (2025)

SAT-HMR: Real-Time Multi-Person 3D Mesh Estimation via Scale-Adaptive Tokens
by: Su, Chi, et al.
Published: (2024)

Token Perturbation Guidance for Diffusion Models
by: Rajabi, Javad, et al.
Published: (2025)

PostoMETRO: Pose Token Enhanced Mesh Transformer for Robust 3D Human Mesh Recovery
by: Yang, Wendi, et al.
Published: (2024)

Diffusion Models are Efficient Data Generators for Human Mesh Recovery
by: Ge, Yongtao, et al.
Published: (2024)

DPMesh: Exploiting Diffusion Prior for Occluded Human Mesh Recovery
by: Zhu, Yixuan, et al.
Published: (2024)

ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization
by: Shen, Wenhao, et al.
Published: (2025)

SEGA: Spectral-Energy Guided Attention for Resolution Extrapolation in Diffusion Transformers
by: Rajabi, Javad, et al.
Published: (2026)

DiffProxy: Multi-View Human Mesh Recovery via Diffusion-Generated Dense Proxies
by: Wang, Renke, et al.
Published: (2026)

Multi-Human Mesh Recovery with Transformers
by: Wang, Zeyu, et al.
Published: (2024)

Fast SAM 3D Body: Accelerating SAM 3D Body for Real-Time Full-Body Human Mesh Recovery
by: Yang, Timing, et al.
Published: (2026)

VLM-Guided Group Preference Alignment for Diffusion-based Human Mesh Recovery
by: Shen, Wenhao, et al.
Published: (2026)

Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging Domains
by: Weng, Zhenzhen, et al.
Published: (2023)

Mitigating 3D Prostate Biparametric MRI Data Scarcity through Domain Adaptation using Locally-Trained Latent Diffusion Models for Prostate Cancer Detection
by: Grabke, Emerson P., et al.
Published: (2025)

MergeTok: Unified Continuous and Discrete Visual Tokenization via Token Merging
by: Zhang, Luyuan, et al.
Published: (2026)

Event-based Spiking Neural Networks for Object Detection: A Review of Datasets, Architectures, Learning Rules, and Implementation
by: Iaboni, Craig, et al.
Published: (2024)

Tri-Modal Fusion Transformers for UAV-based Object Detection
by: Iaboni, Craig, et al.
Published: (2026)

Adapting Human Mesh Recovery with Vision-Language Feedback
by: Xu, Chongyang, et al.
Published: (2025)

Video Inference for Human Mesh Recovery with Vision Transformer
by: Cho, Hanbyel, et al.
Published: (2025)