ELT: Elastic Looped Transformers for Visual Generation

ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion

Matrix-Game 3.0: Real-Time and Streaming Interactive World Model with Long-Horizon Memory

EXAONE 4.5 Technical Report

RefineAnything: Multimodal Region-Specific Refinement for Perfect Local Details

FORGE:Fine-grained Multimodal Evaluation for Manufacturing Scenarios

WildDet3D: Scaling Promptable 3D Detection in the Wild

Autoreason: Self-Refinement That Knows When to Stop

ActiveGlasses: Learning Manipulation with Active Vision from Ego-centric Human Demonstration

MegaStyle: Constructing Diverse and Scalable Style Dataset via Consistent Text-to-Image Style Mapping

When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models

HY-Embodied-0.5: Embodied Foundation Models for Real-World Agents

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

MDPBench: A Benchmark for Multilingual Document Parsing in Real-World Scenarios

TC-AE: Unlocking Token Capacity for Deep Compression Autoencoders

INSPATIO-WORLD: A Real-Time 4D World Simulator via Spatiotemporal Autoregressive Modeling

FlowInOne:Unifying Multimodal Generation as Image-in, Image-out Flow Matching

MARS: Enabling Autoregressive Models Multi-Token Generation

Think in Strokes, Not Pixels: Process-Driven Image Generation via Interleaved Reasoning

RAGEN-2: Reasoning Collapse in Agentic RL

Vanast: Virtual Try-On with Human Image Animation via Synthetic Triplet Supervision

ThinkTwice: Jointly Optimizing Large Language Models for Reasoning and Self-Refinement

ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation

Learning to Retrieve from Agent Trajectories

Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents

Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

LIBERO-Para: A Diagnostic Benchmark and Metrics for Paraphrase Robustness in VLA Models

ELT: Elastic Looped Transformers for Visual Generation

ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion

Matrix-Game 3.0: Real-Time and Streaming Interactive World Model with Long-Horizon Memory

EXAONE 4.5 Technical Report

RefineAnything: Multimodal Region-Specific Refinement for Perfect Local Details

FORGE:Fine-grained Multimodal Evaluation for Manufacturing Scenarios

WildDet3D: Scaling Promptable 3D Detection in the Wild

Autoreason: Self-Refinement That Knows When to Stop

ActiveGlasses: Learning Manipulation with Active Vision from Ego-centric Human Demonstration

MegaStyle: Constructing Diverse and Scalable Style Dataset via Consistent Text-to-Image Style Mapping

When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models

HY-Embodied-0.5: Embodied Foundation Models for Real-World Agents

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

MDPBench: A Benchmark for Multilingual Document Parsing in Real-World Scenarios

TC-AE: Unlocking Token Capacity for Deep Compression Autoencoders

INSPATIO-WORLD: A Real-Time 4D World Simulator via Spatiotemporal Autoregressive Modeling

FlowInOne:Unifying Multimodal Generation as Image-in, Image-out Flow Matching

MARS: Enabling Autoregressive Models Multi-Token Generation

Think in Strokes, Not Pixels: Process-Driven Image Generation via Interleaved Reasoning

RAGEN-2: Reasoning Collapse in Agentic RL

Vanast: Virtual Try-On with Human Image Animation via Synthetic Triplet Supervision

ThinkTwice: Jointly Optimizing Large Language Models for Reasoning and Self-Refinement

ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation

Learning to Retrieve from Agent Trajectories

Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents

Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

LIBERO-Para: A Diagnostic Benchmark and Metrics for Paraphrase Robustness in VLA Models