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Research

Improved Large Language Diffusion Models

DGX agent

arXiv:2606.25331v1 Announce Type: new Abstract: Modern large language models are predominantly trained with autoregressive factorization and causal attention. We present iLLaDA, an 8B masked diffusion

researcharxiv-cs-cl

25 Jun 2026

Model Releases

Search: “models”

Improved Large Language Diffusion Models

IndicContextEval: A Benchmark for Evaluating Context Utilisation in Audio Large Language Models Across 8 Indic Languages

Learning Dynamical Systems from Multiple Sparse Datasets: A Hierarchical Bayesian Modeling Approach

LEVIRDet: A Million-Scale 159-Category Dataset and Foundation Model for Universal Remote Sensing Object Detection

Privacy Vulnerabilities of Attention Layers in Tabular Foundation Models and Protection of High-Risk Queries

SDE-Driven Spatio-Temporal Hypergraph Neural Networks for Irregular Longitudinal fMRI Connectome Modeling in Alzheimer's Disease

State Space Models Meet Remote Sensing: A Survey

Supervised Post-training of Speech Foundation Models for Robust Adaptation in Speech Deepfake Detection

SycoEval-EM: Sycophancy Evaluation of Large Language Models in Simulated Clinical Encounters for Emergency Care

SyncLoop: A Multimodal Dual-Loop Framework for Self-Improving Mathematical Reasoning

To Isolate or to Score? Model-Adaptive Assessment for Cost-Efficient Multi-Agent RAG

Uncertainty-aware reinforcement learning for chemical language models

Welcome to Open Source AI: Run Your Own Models Locally https://x.com/i/broadcasts/1AGRnnELNODGl

What Does a Pathological Speech Assessment Model Know about Acoustic Features? A Case Study on Oral and Oropharyngeal Cancer Patients

A Fair Evaluation of Graph Foundation Models for Node Property Prediction

Accelerating Multimodal Large Language Models with Prior-Corrected Token Reduction

Can Language Model Agents be Helpful Circuit Explainers in Mechanistic Interpretability?

ErrorLLM: Modeling SQL Errors for Text-to-SQL Refinement

Fugu-Ultra is now live on @OpenRouter! ⚡ We share a core vision with the OpenRouter team: the future of AI isn’t a single monolithic model, …

Generating adversarial inputs for a graph neural network model of AC power flow

Large-Language-Model Discovery of Quantum LDPC Codes through Structured Concept Evolution

Machine Learning Modeling for Real-Time Melt Pool Monitoring in Laser Powder Bed Fusion Additive Manufacturing: A Hybrid Approach

SC3-Eval: Evaluating Robot Foundation Models via Self-Consistent Video Generation

The Professor: Multi-Teacher Unsupervised Prompt Distillation for Vision-Language Models

Verifiable Foundation Models for Robot Safety

A Generative Model for Closed-Loop Microsimulation of Signalized Intersections

Benchmarking Vision-Language Models for Microscopic Plant Image Understanding

Beyond the LUMIR challenge: The pathway to foundational registration models

B[FM]^2: Brain Foundation Model via Flow Matching with SplitUNet

Changing Modalities: Adapting Remote Sensing Models to New Satellites and Sensors

CLIP-guided Diffusion Model for Backdoor Generation in Sensor-based Human Activity Recognition

Cluster-Specific Localized Drift Detection for Efficient Batch Model Adaptation under Controlled Distribution Shift

CogniRoute: Learning to Route Social Evidence in Omni-Modal Models

Cohort-Anchored Foundation Models for Electronic Health Records: From Risk Scores to Auditable Peer Cohorts

Discrete Geometric Modeling and Extended State Estimation of Continuum Robots

Distributed Model Predictive Control with Adaptive Safety Zones for Multi-Fleet Drone Operations

Embedding Linear Equality Constraints in Probabilistic Neural Networks for Dynamic Modelling

Evaluation of Medical Vision Language Models HuluMed and MedGemma, and general purpose chatbots Gemma 3, ChatGPT Plus, and Claude Pro on real previously unseen wound images

FCR: Investigating Generative AI models for Forensic Craniofacial Reconstruction

Improving Reasoning in Vision-Language Models via Perception Verified Self-Training

Inverse Problem for Partial Differential Equations with Jump Discontinuities in Coefficients by Two-stage Physics-Informed Deep Learning and Statistical Mixture Models

Live Stream: Welcome to open source AI Lots of new folk are starting out on their journey with open models. Come join our livestream with al…

Local Flow Matching Generative Models

LUMINA-26: Low-Light Understanding for Modeling and Interpreting Night-time Actions

Measuring Intent Comprehension in LLMs

MemoryVAM: Integrating Memory into Video Action Model for Robot Manipulation

muMatch: Foundation Models for Semi-supervised Learning and Domain Adaptation in EM

OmniNWM: Omniscient Driving Navigation World Models