Cover Image

PhysMLE: Generalizable and Priors-Inclusive Multi-task Remote Physiological Measurement

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Jiyao, Lu, Hao, Wang, Ange, Yang, Xiao, Chen, Yingcong, He, Dengbo, Wu, Kaishun
Format:	Preprint
Published:	2024
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

Align the GAP: Prior-based Unified Multi-Task Remote Physiological Measurement Framework For Domain Generalization and Personalization
by: Wang, Jiyao, et al.
Published: (2025)

FedHUG: Federated Heterogeneous Unsupervised Generalization for Remote Physiological Measurements
by: Yang, Xiao, et al.
Published: (2025)

PhysDrive: A Multimodal Remote Physiological Measurement Dataset for In-vehicle Driver Monitoring
by: Wang, Jiyao, et al.
Published: (2025)

Efficient Mixture-of-Expert for Video-based Driver State and Physiological Multi-task Estimation in Conditional Autonomous Driving
by: Wang, Jiyao, et al.
Published: (2024)

Advancing Generalizable Remote Physiological Measurement through the Integration of Explicit and Implicit Prior Knowledge
by: Zhang, Yuting, et al.
Published: (2024)

Not Only Consistency: Enhance Test-Time Adaptation with Spatio-temporal Inconsistency for Remote Physiological Measurement
by: Yang, Xiao, et al.
Published: (2025)

Resolve Domain Conflicts for Generalizable Remote Physiological Measurement
by: Sun, Weiyu, et al.
Published: (2024)

Self-similarity Prior Distillation for Unsupervised Remote Physiological Measurement
by: Zhang, Xinyu, et al.
Published: (2023)

Revisiting Interactions of Multiple Driver States in Heterogenous Population and Cognitive Tasks
by: Wang, Jiyao, et al.
Published: (2024)

FreqPhys: Repurposing Implicit Physiological Frequency Prior for Robust Remote Photoplethysmography
by: Qian, Wei, et al.
Published: (2026)

PhysMamba: State Space Duality Model for Remote Physiological Measurement
by: Yan, Zhixin, et al.
Published: (2024)

Contrast-Phys: Unsupervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast
by: Sun, Zhaodong, et al.
Published: (2022)

PhysMamba: Efficient Remote Physiological Measurement with SlowFast Temporal Difference Mamba
by: Luo, Chaoqi, et al.
Published: (2024)

CodePhys: Robust Video-based Remote Physiological Measurement through Latent Codebook Querying
by: Chu, Shuyang, et al.
Published: (2025)

Contrast-Phys+: Unsupervised and Weakly-supervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast
by: Sun, Zhaodong, et al.
Published: (2023)

Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological Measurement
by: Li, Haodong, et al.
Published: (2024)

FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing
by: Joshi, Jitesh, et al.
Published: (2024)

Towards Generalizable Drowsiness Monitoring with Physiological Sensors: A Preliminary Study
by: Wang, Jiyao, et al.
Published: (2025)

GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing
by: Lu, Hao, et al.
Published: (2024)

Co-Training Vision Language Models for Remote Sensing Multi-task Learning
by: Li, Qingyun, et al.
Published: (2025)

GVT2RPM: An Empirical Study for General Video Transformer Adaptation to Remote Physiological Measurement
by: Wang, Hao, et al.
Published: (2024)

PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing
by: Xie, Yiping, et al.
Published: (2025)

Bootstrapping Vision-language Models for Self-supervised Remote Physiological Measurement
by: Yue, Zijie, et al.
Published: (2024)

Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference
by: Liang, Qian, et al.
Published: (2024)

SDPose: Exploiting Diffusion Priors for Out-of-Domain and Robust Pose Estimation
by: Liang, Shuang, et al.
Published: (2025)

Exploring Remote Physiological Signal Measurement under Dynamic Lighting Conditions at Night: Dataset, Experiment, and Analysis
by: Li, Zhipeng, et al.
Published: (2025)

RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement
by: Zou, Bochao, et al.
Published: (2024)

Wi-Spike: A Low-power WiFi Human Multi-action Recognition Model with Spiking Neural Networks
by: Zhang, Nengbo, et al.
Published: (2026)

CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement
by: Wu, Zheng, et al.
Published: (2025)

ChangeMinds: Multi-task Framework for Detecting and Describing Changes in Remote Sensing
by: Wang, Yuduo, et al.
Published: (2024)

Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling
by: Wu, Bingjie, et al.
Published: (2025)

Elite360M: Efficient 360 Multi-task Learning via Bi-projection Fusion and Cross-task Collaboration
by: Ai, Hao, et al.
Published: (2024)

Spiking-PhysFormer: Camera-Based Remote Photoplethysmography with Parallel Spike-driven Transformer
by: Liu, Mingxuan, et al.
Published: (2024)

SpectralAdapt: Semi-Supervised Domain Adaptation with Spectral Priors for Human-Centered Hyperspectral Image Reconstruction
by: Wen, Yufei, et al.
Published: (2025)

SFDA-rPPG: Source-Free Domain Adaptive Remote Physiological Measurement with Spatio-Temporal Consistency
by: Xie, Yiping, et al.
Published: (2024)

CAST-Phys: Contactless Affective States Through Physiological signals Database
by: Comas, Joaquim, et al.
Published: (2025)

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model
by: Zhang, Yuting, et al.
Published: (2025)

PhysNeXt: Next-Generation Dual-Branch Structured Attention Fusion Network for Remote Photoplethysmography Measurement
by: Cao, Junzhe, et al.
Published: (2026)

Exploiting Diffusion Prior for Generalizable Dense Prediction
by: Lee, Hsin-Ying, et al.
Published: (2023)

Scaling Multi-Camera 3D Object Detection through Weak-to-Strong Eliciting
by: Lu, Hao, et al.
Published: (2024)