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Bibliographic Details
Main Authors:	ElSheikh, Ali, Wang, Rui-Xi, Wu, Weimin, Wen, Yibo, Dibaeinia, Payam, Zhang, Jennifer Yuntong, Hu, Jerry Yao-Chieh, Knudson, Mei, Babu, Sudarshan, Sun, Shao-Hua, Khan, Aly A., Liu, Han
Format:	Preprint
Published:	2026
Subjects:	Computational Engineering, Finance, and Science
Online Access:	https://arxiv.org/abs/2602.02093
Tags:	Add Tag No Tags, Be the first to tag this record!

On Structured State-Space Duality
by: Hu, Jerry Yao-Chieh, et al.
Published: (2025)

Probabilistic Upscaling of Hydrodynamics in Geological Fractures Under Uncertainty
by: Perez, Sarah, et al.
Published: (2026)

In-Context Algorithm Emulation in Fixed-Weight Transformers
by: Hu, Jerry Yao-Chieh, et al.
Published: (2025)

On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs)
by: Hu, Jerry Yao-Chieh, et al.
Published: (2024)

Acquiring and Adapting Priors for Novel Tasks via Neural Meta-Architectures
by: Babu, Sudarshan
Published: (2025)

When Cubic Law and Darcy Fail: Bayesian Correction of Model Misspecification in Fracture Conductivities
by: Perez, Sarah, et al.
Published: (2025)

Are Hallucinations Bad Estimations?
by: Liu, Hude, et al.
Published: (2025)

TD-JEPA: Latent-predictive Representations for Zero-Shot Reinforcement Learning
by: Bagatella, Marco, et al.
Published: (2025)

HyperDiffusionFields (HyDiF): Diffusion-Guided Hypernetworks for Learning Implicit Molecular Neural Fields
by: Babu, Sudarshan, et al.
Published: (2025)

Language-Enhanced Representation Learning for Single-Cell Transcriptomics
by: Shi, Yaorui, et al.
Published: (2025)

Genome-Factory: A Library for Tuning, Deploying, and Interpreting Genomic Foundation Models
by: Wu, Weimin, et al.
Published: (2025)

AeroJEPA: Learning Semantic Latent Representations for Scalable 3D Aerodynamic Field Modeling
by: Giral, Francisco, et al.
Published: (2026)

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

Impacto de la ivermectina sobre las geohelmintiasis en el foco de oncocercosis en Colombia
by: Angélica Knudson
Published: (2012)

Haga usted el diagnóstico Primera parte
by: Angélica Knudson
Published: (2004)

Toxicity of Galactose for Certain of the Higher Plants
by: Knudson, Lewis
Published: (1915)

Haga usted el diagnóstico Segunda parte
by: Angélica Knudson
Published: (2004)

In-Context Deep Learning via Transformer Models
by: Wu, Weimin, et al.
Published: (2024)

ProteinJEPA: Latent prediction complements protein language models
by: Ofer, Dan, et al.
Published: (2026)

EchoJEPA: A Latent Predictive Foundation Model for Echocardiography
by: Munim, Alif, et al.
Published: (2026)

JEPA-Reasoner: Decoupling Latent Reasoning from Token Generation
by: Liu, Bingyang Kelvin, et al.
Published: (2025)

Single‐Cell Transcriptome Analysis Reveals the Effect of MIF on Myeloid‐Derived Suppressor Cells in Multiple Myeloma
by: XiaoDong Zhao, et al.
Published: (2025)

POLO: Preference-Guided Multi-Turn Reinforcement Learning for Lead Optimization
by: Wang, Ziqing, et al.
Published: (2025)

Multiscale Cell–Cell Interactive Spatial Transcriptomics Analysis
by: Sean Cottrell, et al.
Published: (2025)

Surrogate models for Rock-Fluid Interaction: A Grid-Size-Invariant Approach
by: Pinheiro, Nathalie C., et al.
Published: (2026)

S3RL: Enhancing Spatial Single‐Cell Transcriptomics With Separable Representation Learning
by: Laiyi Fu, et al.
Published: (2026)

Perfil clínico y parasitológico de la malaria por Plasmodium falciparum y Plasmodium vivax no complicada en Córdoba, Colombia
by: Angélica Knudson-Ospina
Published: (2015)

La influencia de Tiwanaku en San Pedro de Atacama: Una investigación utilizando el análisis de isótopos del estroncio
by: Kelly J. Knudson
Published: (2007)

La enfermería y la muerte
by: Elizabeth Murrain Knudson
Published: (2005)

Preservación de huevos de Necator americanus con acetato de sodio-ácido acético-formalina (SAF). Estudio de caso
by: Angélica Knudson-Ospina
Published: (2017)

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

Universal Approximation with Softmax Attention
by: Hu, Jerry Yao-Chieh, et al.
Published: (2025)

Factorized Latent Dynamics for Video JEPA: An Empirical Study of Auxiliary Objectives
by: Premi, Santosh
Published: (2026)

Pareto-Optimal Energy Alignment for Designing Nature-Like Antibodies
by: Wen, Yibo, et al.
Published: (2024)

Text-Conditional JEPA for Learning Semantically Rich Visual Representations
by: Huang, Chen, et al.
Published: (2026)

Discrete JEPA: Learning Discrete Token Representations without Reconstruction
by: Baek, Junyeob, et al.
Published: (2025)

The Theory of the Unique Latent Pattern: A Formal Epistemic Framework for Structural Singularity in Complex Systems
by: Bouke, Mohamed Aly
Published: (2025)

Cell‐Type‐Specific and Variety‐Specific Responses to Salt Stress in Wheat Root Revealed by Single‐Cell Transcriptomics
by: Lin Du, et al.
Published: (2025)

Causal-JEPA: Learning World Models through Object-Level Latent Masking
by: Nam, Heejeong, et al.
Published: (2026)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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