Copertina

UR-JEPA: Uniform Rectifiability as a Regularizer for Joint-Embedding Predictive Architectures

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	Le, Triet M.
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

US-JEPA: A Joint Embedding Predictive Architecture for Medical Ultrasound
di: Radhachandran, Ashwath, et al.
Pubblicazione: (2026)

Rectified LpJEPA: Joint-Embedding Predictive Architectures with Sparse and Maximum-Entropy Representations
di: Kuang, Yilun, et al.
Pubblicazione: (2026)

DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture
di: Mo, Shentong, et al.
Pubblicazione: (2024)

Online Monitoring Framework for Automotive Time Series Data using JEPA Embeddings
di: Fertig, Alexander, et al.
Pubblicazione: (2026)

LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics
di: Balestriero, Randall, et al.
Pubblicazione: (2025)

HiT-JEPA: A Hierarchical Self-supervised Trajectory Embedding Framework for Similarity Computation
di: Li, Lihuan, et al.
Pubblicazione: (2025)

seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models
di: Ghaemi, Hafez, et al.
Pubblicazione: (2025)

From Video to EEG: Adapting Joint Embedding Predictive Architecture to Uncover Saptiotemporal Dynamics in Brain Signal Analysis
di: Hojjati, Amirabbas, et al.
Pubblicazione: (2025)

V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning
di: Assran, Mido, et al.
Pubblicazione: (2025)

BRo-JEPA: Learning Modular Arithmetic in Latent Space
di: Jha, Divyansh, et al.
Pubblicazione: (2026)

Video Representation Learning with Joint-Embedding Predictive Architectures
di: Drozdov, Katrina, et al.
Pubblicazione: (2024)

Beyond Generative Priors: Minority Sampling with JEPA-Guided Diffusion
di: Park, Sol, et al.
Pubblicazione: (2026)

FSL-Rectifier: Rectify Outliers in Few-Shot Learning via Test-Time Augmentation
di: Bai, Yunwei, et al.
Pubblicazione: (2024)

Joint Embedding vs Reconstruction: Provable Benefits of Latent Space Prediction for Self Supervised Learning
di: Van Assel, Hugues, et al.
Pubblicazione: (2025)

Improving the Training of Rectified Flows
di: Lee, Sangyun, et al.
Pubblicazione: (2024)

Joint-Task Regularization for Partially Labeled Multi-Task Learning
di: Nishi, Kento, et al.
Pubblicazione: (2024)

Score-Regularized Joint Sampling with Importance Weights for Flow Matching
di: Liu, Xinshuang, et al.
Pubblicazione: (2025)

Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning
di: Mo, Shentong, et al.
Pubblicazione: (2024)

REG: Rectified Gradient Guidance for Conditional Diffusion Models
di: Gao, Zhengqi, et al.
Pubblicazione: (2025)

Self-Rectifying Diffusion Sampling with Perturbed-Attention Guidance
di: Ahn, Donghoon, et al.
Pubblicazione: (2024)

Self-Supervised Anomaly Detection in the Wild: Favor Joint Embeddings Methods
di: Otero, Daniel, et al.
Pubblicazione: (2024)

VL-JEPA: Joint Embedding Predictive Architecture for Vision-language
di: Chen, Delong, et al.
Pubblicazione: (2025)

Denoising with a Joint-Embedding Predictive Architecture
di: Chen, Dengsheng, et al.
Pubblicazione: (2024)

Real-World Deployment of a Lane Change Prediction Architecture Based on Knowledge Graph Embeddings and Bayesian Inference
di: Manzour, M., et al.
Pubblicazione: (2025)

A Lightweight Library for Energy-Based Joint-Embedding Predictive Architectures
di: Terver, Basile, et al.
Pubblicazione: (2026)

SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing
di: Li, Ming, et al.
Pubblicazione: (2025)

Variance-Covariance Regularization Improves Representation Learning
di: Zhu, Jiachen, et al.
Pubblicazione: (2023)

DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding
di: Cho, Jungbin, et al.
Pubblicazione: (2024)

AM^2-EmoJE: Adaptive Missing-Modality Emotion Recognition in Conversation via Joint Embedding Learning
di: Devulapally, Naresh Kumar, et al.
Pubblicazione: (2024)

Trust-Aware Joint Feature-Prediction Discrepancy for Robust Domain Adaptation
di: Ding, Xi, et al.
Pubblicazione: (2026)

EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds
di: Chen, Lu, et al.
Pubblicazione: (2025)

Gaussian Embeddings: How JEPAs Secretly Learn Your Data Density
di: Balestriero, Randall, et al.
Pubblicazione: (2025)

DSeq-JEPA: Discriminative Sequential Joint-Embedding Predictive Architecture
di: He, Xiangteng, et al.
Pubblicazione: (2025)

Rethinking The Uniformity Metric in Self-Supervised Learning
di: Fang, Xianghong, et al.
Pubblicazione: (2024)

Scratching Visual Transformer's Back with Uniform Attention
di: Hyeon-Woo, Nam, et al.
Pubblicazione: (2022)

A Multimodal Architecture for Endpoint Position Prediction in Team-based Multiplayer Games
di: Peche, Jonas, et al.
Pubblicazione: (2025)

COVID19 Prediction Based On CT Scans Of Lungs Using DenseNet Architecture
di: Sanyal, Deborup
Pubblicazione: (2025)

MedFormer-UR: Uncertainty-Routed Transformer for Medical Image Classification
di: Sibhai, Mohammed Maaz, et al.
Pubblicazione: (2026)

TRACER: Persistent Regularization for Robust Multimodal Finetuning
di: Asadollahzadeh, Hesam, et al.
Pubblicazione: (2026)

Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing
di: Mo, Wenyi, et al.
Pubblicazione: (2024)