EnsAug: Augmentation-Driven Ensembles for Human Motion Sequence Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | De, Bikram, Irani, Habib, Metsis, Vangelis |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
WaveFormer: Wavelet Embedding Transformer for Biomedical Signals
by: Irani, Habib, et al.
Published: (2026)
by: Irani, Habib, et al.
Published: (2026)
DyWPE: Signal-Aware Dynamic Wavelet Positional Encoding for Time Series Transformers
by: Irani, Habib, et al.
Published: (2025)
by: Irani, Habib, et al.
Published: (2025)
Positional Encoding in Transformer-Based Time Series Models: A Survey
by: Irani, Habib, et al.
Published: (2025)
by: Irani, Habib, et al.
Published: (2025)
A Geometric View of SRC: Learning Representations for Stable Residual Inference
by: Oikonomou, Vangelis P.
Published: (2026)
by: Oikonomou, Vangelis P.
Published: (2026)
Time Series Embedding Methods for Classification Tasks: A Review
by: Irani, Habib, et al.
Published: (2025)
by: Irani, Habib, et al.
Published: (2025)
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification
by: Zhou, Xinrui, et al.
Published: (2024)
by: Zhou, Xinrui, et al.
Published: (2024)
MetaAug: Meta-Data Augmentation for Post-Training Quantization
by: Pham, Cuong, et al.
Published: (2024)
by: Pham, Cuong, et al.
Published: (2024)
AugLoss: A Robust Augmentation-based Fine Tuning Methodology
by: Otstot, Kyle, et al.
Published: (2022)
by: Otstot, Kyle, et al.
Published: (2022)
DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers
by: Sastry, Chandramouli, et al.
Published: (2023)
by: Sastry, Chandramouli, et al.
Published: (2023)
SafeAug: Safety-Critical Driving Data Augmentation from Naturalistic Datasets
by: Mo, Zhaobin, et al.
Published: (2025)
by: Mo, Zhaobin, et al.
Published: (2025)
NeRF-Aug: Data Augmentation for Robotics with Neural Radiance Fields
by: Zhu, Eric, et al.
Published: (2024)
by: Zhu, Eric, et al.
Published: (2024)
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models
by: Sun, Shangquan, et al.
Published: (2024)
by: Sun, Shangquan, et al.
Published: (2024)
Scaling Large Motion Models with Million-Level Human Motions
by: Wang, Ye, et al.
Published: (2024)
by: Wang, Ye, et al.
Published: (2024)
Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation
by: Petrovich, Mathis, et al.
Published: (2024)
by: Petrovich, Mathis, et al.
Published: (2024)
Establishing a Unified Evaluation Framework for Human Motion Generation: A Comparative Analysis of Metrics
by: Ismail-Fawaz, Ali, et al.
Published: (2024)
by: Ismail-Fawaz, Ali, et al.
Published: (2024)
A Survey on Human Interaction Motion Generation
by: Sui, Kewei, et al.
Published: (2025)
by: Sui, Kewei, et al.
Published: (2025)
CoMusion: Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion
by: Sun, Jiarui, et al.
Published: (2023)
by: Sun, Jiarui, et al.
Published: (2023)
Sensor Data Augmentation from Skeleton Pose Sequences for Improving Human Activity Recognition
by: Zolfaghari, Parham, et al.
Published: (2024)
by: Zolfaghari, Parham, et al.
Published: (2024)
Fast Neural Inverse Kinematics on Human Body Motions
by: Tolpin, David, et al.
Published: (2025)
by: Tolpin, David, et al.
Published: (2025)
Toward Personalized Darts Training: A Data-Driven Framework Based on Skeleton-Based Biomechanical Analysis and Motion Modeling
by: Chen, Zhantao, et al.
Published: (2026)
by: Chen, Zhantao, et al.
Published: (2026)
ShiftAddAug: Augment Multiplication-Free Tiny Neural Network with Hybrid Computation
by: Guo, Yipin, et al.
Published: (2024)
by: Guo, Yipin, et al.
Published: (2024)
SimpliHuMoN: Simplifying Human Motion Prediction
by: Agrawal, Aadya, et al.
Published: (2026)
by: Agrawal, Aadya, et al.
Published: (2026)
Fleximo: Towards Flexible Text-to-Human Motion Video Generation
by: Zhang, Yuhang, et al.
Published: (2024)
by: Zhang, Yuhang, et al.
Published: (2024)
Riemannian Motion Generation: A Unified Framework for Human Motion Representation and Generation via Riemannian Flow Matching
by: Miao, Fangran, et al.
Published: (2026)
by: Miao, Fangran, et al.
Published: (2026)
MoFM: A Large-Scale Human Motion Foundation Model
by: Baharani, Mohammadreza, et al.
Published: (2025)
by: Baharani, Mohammadreza, et al.
Published: (2025)
Network Fission Ensembles for Low-Cost Self-Ensembles
by: Lee, Hojung, et al.
Published: (2024)
by: Lee, Hojung, et al.
Published: (2024)
DDA: Dimensionality Driven Augmentation Search for Contrastive Learning in Laparoscopic Surgery
by: Zhou, Yuning, et al.
Published: (2024)
by: Zhou, Yuning, et al.
Published: (2024)
Retrieval-Augmented Gaussian Avatars: Improving Expression Generalization
by: Levy, Matan, et al.
Published: (2026)
by: Levy, Matan, et al.
Published: (2026)
Temporal Visual Semantics-Induced Human Motion Understanding with Large Language Models
by: Xing, Zheng, et al.
Published: (2025)
by: Xing, Zheng, et al.
Published: (2025)
Spatio-Temporal Multi-Subgraph GCN for 3D Human Motion Prediction
by: Wang, Jiexin, et al.
Published: (2024)
by: Wang, Jiexin, et al.
Published: (2024)
Deep Learning for Skeleton Based Human Motion Rehabilitation Assessment: A Benchmark
by: Ismail-Fawaz, Ali, et al.
Published: (2025)
by: Ismail-Fawaz, Ali, et al.
Published: (2025)
Bengali Document Layout Analysis -- A YOLOV8 Based Ensembling Approach
by: Ahmed, Nazmus Sakib, et al.
Published: (2023)
by: Ahmed, Nazmus Sakib, et al.
Published: (2023)
Real-Time Human Detection for Aerial Captured Video Sequences via Deep Models
by: AlDahoul, Nouar, et al.
Published: (2026)
by: AlDahoul, Nouar, et al.
Published: (2026)
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning
by: Zhou, Da-Wei, et al.
Published: (2024)
by: Zhou, Da-Wei, et al.
Published: (2024)
Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting
by: Chen, Anthony, et al.
Published: (2023)
by: Chen, Anthony, et al.
Published: (2023)
Human Motion Synthesis_ A Diffusion Approach for Motion Stitching and In-Betweening
by: Adewole, Michael, et al.
Published: (2024)
by: Adewole, Michael, et al.
Published: (2024)
Lookahead Anchoring: Preserving Character Identity in Audio-Driven Human Animation
by: Seo, Junyoung, et al.
Published: (2025)
by: Seo, Junyoung, et al.
Published: (2025)
BATR-FST: Bi-Level Adaptive Token Refinement for Few-Shot Transformers
by: Al-Habib, Mohammed, et al.
Published: (2025)
by: Al-Habib, Mohammed, et al.
Published: (2025)
AnchorRoute: Human Motion Synthesis with Interval-Routed Sparse Contro
by: Fang, Pengcheng, et al.
Published: (2026)
by: Fang, Pengcheng, et al.
Published: (2026)
DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation
by: Zang, Zelin, et al.
Published: (2023)
by: Zang, Zelin, et al.
Published: (2023)
Similar Items
-
WaveFormer: Wavelet Embedding Transformer for Biomedical Signals
by: Irani, Habib, et al.
Published: (2026) -
DyWPE: Signal-Aware Dynamic Wavelet Positional Encoding for Time Series Transformers
by: Irani, Habib, et al.
Published: (2025) -
Positional Encoding in Transformer-Based Time Series Models: A Survey
by: Irani, Habib, et al.
Published: (2025) -
A Geometric View of SRC: Learning Representations for Stable Residual Inference
by: Oikonomou, Vangelis P.
Published: (2026) -
Time Series Embedding Methods for Classification Tasks: A Review
by: Irani, Habib, et al.
Published: (2025)