Cover Image

KDPhys: An Attention Guided 3D to 2D Knowledge Distillation for Real-time Video-Based Physiological Measurement

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sahoo, Nicky Nirlipta, Sachidanand, VS, Gayathri, Matcha Naga, Murugesan, Balamurali, Ram, Keerthi, Joseph, Jayaraj, Sivaprakasam, Mohanasankar
Format:	Preprint
Published:	2026
Subjects:	Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation in Magnetic Resonance Image Reconstruction
by: Gayathri, Matcha Naga, et al.
Published: (2023)

DCE-FORMER: A Transformer-based Model With Mutual Information And Frequency-based Loss Functions For Early And Late Response Prediction In Prostate DCE-MRI
by: S, Sadhana, et al.
Published: (2024)

Align-cDAE: Alzheimer's Disease Progression Modeling with Attention-Aligned Conditional Diffusion Auto-Encoder
by: Das, Ayantika, et al.
Published: (2026)

Entity-Augmented Neuroscience Knowledge Retrieval Using Ontology and Semantic Understanding Capability of LLM
by: Ta, Pralaypati, et al.
Published: (2025)

Online Action Representation using Change Detection and Symbolic Programming
by: Nair, Vishnu S, et al.
Published: (2024)

AD-DAE: Unsupervised Modeling of Longitudinal Alzheimer's Disease Progression with Diffusion Auto-Encoder
by: Das, Ayantika, et al.
Published: (2025)

Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs
by: Gupta, Bhumika, et al.
Published: (2025)

CytoCLIP: Learning Cytoarchitectural Characteristics in Developing Human Brain Using Contrastive Language Image Pre-Training
by: Ta, Pralaypati, et al.
Published: (2026)

A Hybrid-Layered System for Image-Guided Navigation and Robot Assisted Spine Surgeries
by: T, Suhail Ansari, et al.
Published: (2024)

A Hybrid-Layered System for Image-Guided Navigation and Robot Assisted Spine Surgery
by: T, Suhail Ansari, et al.
Published: (2024)

Knowledge Models for Cancer Clinical Practice Guidelines : Construction, Management and Usage in Question Answering
by: Ta, Pralaypati, et al.
Published: (2024)

PosDiffAE: Position-aware Diffusion Auto-encoder For High-Resolution Brain Tissue Classification Incorporating Artifact Restoration
by: Das, Ayantika, et al.
Published: (2025)

AAD-DCE: An Aggregated Multimodal Attention Mechanism for Early and Late Dynamic Contrast Enhanced Prostate MRI Synthesis
by: Bharti, Divya, et al.
Published: (2025)

Text2Place: Affordance-aware Text Guided Human Placement
by: Parihar, Rishubh, et al.
Published: (2024)

Optimizing VO2max Prediction in Gamified Cardiac Assessment: Leveraging Effective Feature Selection and Refined Protocols for Robust Models
by: K, Vaishnavi C, et al.
Published: (2025)

Recovering Diagnostic Value: Super-Resolution-Aided Echocardiographic Classification in Resource-Constrained Imaging
by: Babu, Krishan Agyakari Raja, et al.
Published: (2025)

Compass Control: Multi Object Orientation Control for Text-to-Image Generation
by: Parihar, Rishubh, et al.
Published: (2025)

Position Paper: Building Trust in Synthetic Data for Clinical AI
by: Babu, Krishan Agyakari Raja, et al.
Published: (2025)

PreciseControl: Enhancing Text-To-Image Diffusion Models with Fine-Grained Attribute Control
by: Parihar, Rishubh, et al.
Published: (2024)

FLAASH: Flow-Attention Adaptive Semantic Hierarchical Fusion for Multi-Modal Tobacco Content Analysis
by: Chappa, Naga VS Raviteja, et al.
Published: (2024)

Class and Region-Adaptive Constraints for Network Calibration
by: Murugesan, Balamurali, et al.
Published: (2024)

Robust Calibration of Large Vision-Language Adapters
by: Murugesan, Balamurali, et al.
Published: (2024)

HAtt-Flow: Hierarchical Attention-Flow Mechanism for Group Activity Scene Graph Generation in Videos
by: Chappa, Naga VS Raviteja, et al.
Published: (2023)

Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation
by: Murugesan, Balamurali, et al.
Published: (2023)

Do not trust what you trust: Miscalibration in Semi-supervised Learning
by: Mishra, Shambhavi, et al.
Published: (2024)

Calibrating Segmentation Networks with Margin-based Label Smoothing
by: Murugesan, Balamurali, et al.
Published: (2022)

Narrative-Driven Paper-to-Slide Generation via ArcDeck
by: Ozden, Tarik Can, et al.
Published: (2026)

DHARANI: A 3D Developing Human‐Brain Atlas Resource to Advance Neuroscience Internationally Integrated Multimodal Imaging and High‐Resolution Histology of the Second Trimester
by: Richa Verma, et al.
Published: (2025)

Robustness Analysis on Foundational Segmentation Models
by: Schiappa, Madeline Chantry, et al.
Published: (2023)

Enhancing Scalability in Recommender Systems through Lottery Ticket Hypothesis and Knowledge Distillation-based Neural Network Pruning
by: R, Rajaram, et al.
Published: (2024)

ClutterNav: Gradient-Guided Search for Efficient 3D Clutter Removal with Learned Costmaps
by: Ravie, Navin Sriram, et al.
Published: (2025)

Frequency Attention for Knowledge Distillation
by: Pham, Cuong, et al.
Published: (2024)

Channel Attention-Guided Cross-Modal Knowledge Distillation for Referring Image Segmentation
by: Yang, Chen
Published: (2026)

Trust your neighbours: Penalty-based constraints for model calibration
by: Murugesan, Balamurali, et al.
Published: (2023)

Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints
by: Murugesan, Balamurali, et al.
Published: (2024)

REACT: Recognize Every Action Everywhere All At Once
by: Chappa, Naga VS Raviteja, et al.
Published: (2023)

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

Optimization Of Herbal Extract-Based Ointments: Characterization and Wound Healing Potential
by: Dipraj Sonawane*, Shrikant Madhekar, Sachidanand Angadi
Published: (2025)

The TIPping point: Inflammation and Ionocyte loss
by: Viral S. Shah, et al.
Published: (2024)

SoGAR: Self-supervised Spatiotemporal Attention-based Social Group Activity Recognition
by: Chappa, Naga VS Raviteja, et al.
Published: (2023)