Calligrapher: Freestyle Text Image Customization

VMoBA: Mixture-of-Block Attention for Video Diffusion Models

SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning

The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements

Shape-for-Motion: Precise and Consistent Video Editing with 3D Proxy

From Ideal to Real: Unified and Data-Efficient Dense Prediction for Real-World Scenarios

ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Zero-shot antibody design in a 24-well plate

KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics

MiCo: Multi-image Contrast for Reinforcement Visual Reasoning

Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs

Ark: An Open-source Python-based Framework for Robot Learning

Pangu Pro MoE: Mixture of Grouped Experts for Efficient Sparsity

LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs

BlenderFusion: 3D-Grounded Visual Editing and Generative Compositing

UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation

Learning to Skip the Middle Layers of Transformers

SAM4D: Segment Anything in Camera and LiDAR Streams

Where to find Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test

FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language

MADrive: Memory-Augmented Driving Scene Modeling

FaSTA^*: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

WorldVLA: Towards Autoregressive Action World Model

ReCode: Updating Code API Knowledge with Reinforcement Learning

When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs

HiWave: Training-Free High-Resolution Image Generation via Wavelet-Based Diffusion Sampling

DualTHOR: A Dual-Arm Humanoid Simulation Platform for Contingency-Aware Planning

MMSearch-R1: Incentivizing LMMs to Search

Calligrapher: Freestyle Text Image Customization

VMoBA: Mixture-of-Block Attention for Video Diffusion Models

SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning

The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements

Shape-for-Motion: Precise and Consistent Video Editing with 3D Proxy

From Ideal to Real: Unified and Data-Efficient Dense Prediction for Real-World Scenarios

ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models

XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation

Zero-shot antibody design in a 24-well plate

KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics

MiCo: Multi-image Contrast for Reinforcement Visual Reasoning

Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs

Ark: An Open-source Python-based Framework for Robot Learning

Pangu Pro MoE: Mixture of Grouped Experts for Efficient Sparsity

LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs

BlenderFusion: 3D-Grounded Visual Editing and Generative Compositing

UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation

Learning to Skip the Middle Layers of Transformers

SAM4D: Segment Anything in Camera and LiDAR Streams

Where to find Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test

FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language

MADrive: Memory-Augmented Driving Scene Modeling

FaSTA^*: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

WorldVLA: Towards Autoregressive Action World Model

ReCode: Updating Code API Knowledge with Reinforcement Learning

When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs

HiWave: Training-Free High-Resolution Image Generation via Wavelet-Based Diffusion Sampling

DualTHOR: A Dual-Arm Humanoid Simulation Platform for Contingency-Aware Planning

MMSearch-R1: Incentivizing LMMs to Search