PivotRL: High Accuracy Agentic Post-Training at Low Compute Cost

F4Splat: Feed-Forward Predictive Densification for Feed-Forward 3D Gaussian Splatting

SpatialBoost: Enhancing Visual Representation through Language-Guided Reasoning

VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understanding

LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning

Speed by Simplicity: A Single-Stream Architecture for Fast Audio-Video Generative Foundation Model

Omni-WorldBench: Towards a Comprehensive Interaction-Centric Evaluation for World Models

PrismAudio: Decomposed Chain-of-Thoughts and Multi-dimensional Rewards for Video-to-Audio Generation

LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels

FlowScene: Style-Consistent Indoor Scene Generation with Multimodal Graph Rectified Flow

LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation

The Y-Combinator for LLMs: Solving Long-Context Rot with λ-Calculus

ProactiveBench: Benchmarking Proactiveness in Multimodal Large Language Models

TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation

Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning

Bridging Semantic and Kinematic Conditions with Diffusion-based Discrete Motion Tokenizer

FASTER: Rethinking Real-Time Flow VLAs

3DreamBooth: High-Fidelity 3D Subject-Driven Video Generation Model

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

PivotRL: High Accuracy Agentic Post-Training at Low Compute Cost

F4Splat: Feed-Forward Predictive Densification for Feed-Forward 3D Gaussian Splatting

SpatialBoost: Enhancing Visual Representation through Language-Guided Reasoning

VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understanding

LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning

Speed by Simplicity: A Single-Stream Architecture for Fast Audio-Video Generative Foundation Model

Omni-WorldBench: Towards a Comprehensive Interaction-Centric Evaluation for World Models

PrismAudio: Decomposed Chain-of-Thoughts and Multi-dimensional Rewards for Video-to-Audio Generation

LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels

FlowScene: Style-Consistent Indoor Scene Generation with Multimodal Graph Rectified Flow

LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation

The Y-Combinator for LLMs: Solving Long-Context Rot with λ-Calculus

ProactiveBench: Benchmarking Proactiveness in Multimodal Large Language Models

TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation

Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning

Bridging Semantic and Kinematic Conditions with Diffusion-based Discrete Motion Tokenizer

FASTER: Rethinking Real-Time Flow VLAs

3DreamBooth: High-Fidelity 3D Subject-Driven Video Generation Model

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