Cover Image

S-JEPA: towards seamless cross-dataset transfer through dynamic spatial attention

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guetschel, Pierre, Moreau, Thomas, Tangermann, Michael
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Approximate UMAP allows for high-rate online visualization of high-dimensional data streams
by: Wassenaar, Peter, et al.
Published: (2024)

Synthesizing EEG Signals from Event-Related Potential Paradigms with Conditional Diffusion Models
by: Klein, Guido, et al.
Published: (2024)

Review of Deep Representation Learning Techniques for Brain-Computer Interfaces and Recommendations
by: Guetschel, Pierre, et al.
Published: (2024)

Towards auditory attention decoding with noise-tagging: A pilot study
by: Scheppink, H. A., et al.
Published: (2024)

The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
by: Chevallier, Sylvain, et al.
Published: (2024)

Text2Insight: Transform natural language text into insights seamlessly using multi-model architecture
by: Sain, Pradeep
Published: (2024)

Why and How Auxiliary Tasks Improve JEPA Representations
by: Yu, Jiacan, et al.
Published: (2025)

Optimal message passing for molecular prediction is simple, attentive and spatial
by: Castaneda-Leautaud, Alma C., et al.
Published: (2025)

T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation
by: Li, Lihuan, et al.
Published: (2024)

Representation Without Reward: A JEPA Audit for LLM Fine-Tuning
by: Sengupta, Biswa
Published: (2026)

SparseJEPA: Sparse Representation Learning of Joint Embedding Predictive Architectures
by: Hartman, Max, et al.
Published: (2025)

Label-Efficient Grasp Joint Prediction with Point-JEPA
by: Guzelkabaagac, Jed, et al.
Published: (2025)

Value-guided action planning with JEPA world models
by: Destrade, Matthieu, et al.
Published: (2025)

Sub-JEPA: Subspace Gaussian Regularization for Stable End-to-End World Models
by: Zhao, Kai, et al.
Published: (2026)

ACT-JEPA: Novel Joint-Embedding Predictive Architecture for Efficient Policy Representation Learning
by: Vujinovic, Aleksandar, et al.
Published: (2025)

MoXGATE: Modality-aware cross-attention for multi-omic gastrointestinal cancer sub-type classification
by: Dip, Sajib Acharjee, et al.
Published: (2025)

Reorganizing attention-space geometry with expressive attention
by: Gros, Claudius
Published: (2024)

Short window attention enables long-term memorization
by: Cabannes, Loïc, et al.
Published: (2025)

CGM-JEPA: Learning Consistent Continuous Glucose Monitor Representations via Predictive Self-Supervised Pretraining
by: Muhammad, Hada Melino, et al.
Published: (2026)

BERT-JEPA: Reorganizing CLS Embeddings for Language-Invariant Semantics
by: Gillin, Taj, et al.
Published: (2026)

Poly-attention: a general scheme for higher-order self-attention
by: Chakrabarti, Sayak, et al.
Published: (2026)

FengWu-W2S: A deep learning model for seamless weather-to-subseasonal forecast of global atmosphere
by: Ling, Fenghua, et al.
Published: (2024)

HCAF-DTA: drug-target binding affinity prediction with cross-attention fused hypergraph neural networks
by: Li, Jiannuo, et al.
Published: (2025)

MOMO: A framework for seamless physical, verbal, and graphical robot skill learning and adaptation
by: Knauer, Markus, et al.
Published: (2026)

M3-JEPA: Multimodal Alignment via Multi-gate MoE based on the Joint-Embedding Predictive Architecture
by: Lei, Hongyang, et al.
Published: (2024)

Var-JEPA: A Variational Formulation of the Joint-Embedding Predictive Architecture -- Bridging Predictive and Generative Self-Supervised Learning
by: Gögl, Moritz, et al.
Published: (2026)

Supervised learning pays attention
by: Craig, Erin, et al.
Published: (2025)

UI-JEPA: Towards Active Perception of User Intent through Onscreen User Activity
by: Fu, Yicheng, et al.
Published: (2024)

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

A synthetic dataset of French electric load curves with temperature conditioning
by: Nabil, Tahar, et al.
Published: (2025)

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

A foundation model with multi-variate parallel attention to generate neuronal activity
by: Carzaniga, Francesco, et al.
Published: (2025)

FedASTA: Federated adaptive spatial-temporal attention for traffic flow prediction
by: Li, Kaiyuan, et al.
Published: (2024)

WavJEPA: Semantic learning unlocks robust audio foundation models for raw waveforms
by: Yuksel, Goksenin, et al.
Published: (2025)

Audio-JEPA: Joint-Embedding Predictive Architecture for Audio Representation Learning
by: Tuncay, Ludovic, et al.
Published: (2025)

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

An end-to-end attention-based approach for learning on graphs
by: Buterez, David, et al.
Published: (2024)

Tucker Attention: A generalization of approximate attention mechanisms
by: Klein, Timon, et al.
Published: (2026)

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

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