SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing

Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding

Efficient Reasoning with Balanced Thinking

Look Before Acting: Enhancing Vision Foundation Representations for Vision-Language-Action Models

Complementary Reinforcement Learning

Alignment Makes Language Models Normative, Not Descriptive

MosaicMem: Hybrid Spatial Memory for Controllable Video World Models

MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Video-CoE: Reinforcing Video Event Prediction via Chain of Events

FunCineForge: A Unified Dataset Toolkit and Model for Zero-Shot Movie Dubbing in Diverse Cinematic Scenes

In-Context Watermarks for Large Language Models

WorldCam: Interactive Autoregressive 3D Gaming Worlds with Camera Pose as a Unifying Geometric Representation

Demystifing Video Reasoning

Kinema4D: Kinematic 4D World Modeling for Spatiotemporal Embodied Simulation

Qianfan-OCR: A Unified End-to-End Model for Document Intelligence

InCoder-32B: Code Foundation Model for Industrial Scenarios

MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification

HSImul3R: Physics-in-the-Loop Reconstruction of Simulation-Ready Human-Scene Interactions

Mixture-of-Depths Attention

Attention Residuals

Grounding World Simulation Models in a Real-World Metropolis

OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data

AI Can Learn Scientific Taste

MM-CondChain: A Programmatically Verified Benchmark for Visually Grounded Deep Compositional Reasoning

Can Vision-Language Models Solve the Shell Game?

OmniForcing: Unleashing Real-time Joint Audio-Visual Generation

daVinci-Env: Open SWE Environment Synthesis at Scale

Cheers: Decoupling Patch Details from Semantic Representations Enables Unified Multimodal Comprehension and Generation

LMEB: Long-horizon Memory Embedding Benchmark

DreamVideo-Omni: Omni-Motion Controlled Multi-Subject Video Customization with Latent Identity Reinforcement Learning

SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing

Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding

Efficient Reasoning with Balanced Thinking

Look Before Acting: Enhancing Vision Foundation Representations for Vision-Language-Action Models

Complementary Reinforcement Learning

Alignment Makes Language Models Normative, Not Descriptive

MosaicMem: Hybrid Spatial Memory for Controllable Video World Models

MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Video-CoE: Reinforcing Video Event Prediction via Chain of Events

FunCineForge: A Unified Dataset Toolkit and Model for Zero-Shot Movie Dubbing in Diverse Cinematic Scenes

In-Context Watermarks for Large Language Models

WorldCam: Interactive Autoregressive 3D Gaming Worlds with Camera Pose as a Unifying Geometric Representation

Demystifing Video Reasoning

Kinema4D: Kinematic 4D World Modeling for Spatiotemporal Embodied Simulation

Qianfan-OCR: A Unified End-to-End Model for Document Intelligence

InCoder-32B: Code Foundation Model for Industrial Scenarios

MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification

HSImul3R: Physics-in-the-Loop Reconstruction of Simulation-Ready Human-Scene Interactions

Mixture-of-Depths Attention

Attention Residuals

Grounding World Simulation Models in a Real-World Metropolis

OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data

AI Can Learn Scientific Taste

MM-CondChain: A Programmatically Verified Benchmark for Visually Grounded Deep Compositional Reasoning

Can Vision-Language Models Solve the Shell Game?

OmniForcing: Unleashing Real-time Joint Audio-Visual Generation

daVinci-Env: Open SWE Environment Synthesis at Scale

Cheers: Decoupling Patch Details from Semantic Representations Enables Unified Multimodal Comprehension and Generation

LMEB: Long-horizon Memory Embedding Benchmark

DreamVideo-Omni: Omni-Motion Controlled Multi-Subject Video Customization with Latent Identity Reinforcement Learning