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upvoted a paper about 23 hours ago

LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks

Paper • 2608.01964 • Published 2 days ago • 133

upvoted 3 papers about 2 months ago

DreamX-World 1.0: A General-Purpose Interactive World Model

Paper • 2606.16993 • Published Jun 15 • 114

APPO: Agentic Procedural Policy Optimization

Paper • 2606.12384 • Published Jun 10 • 79

Role-Agent: Bootstrapping LLM Agents via Dual-Role Evolution

Paper • 2606.10917 • Published Jun 9 • 77

upvoted 5 papers 3 months ago

TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation

Paper • 2605.22355 • Published May 21 • 179

Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos

Paper • 2605.18233 • Published May 18 • 93

Learning Agentic Policy from Action Guidance

Paper • 2605.12004 • Published May 12 • 12

MACE-Dance: Motion-Appearance Cascaded Experts for Music-Driven Dance Video Generation

Paper • 2512.18181 • Published May 7 • 88

LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics

Paper • 2604.17295 • Published Apr 19 • 84

upvoted 3 papers 4 months ago

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation

Paper • 2604.18168 • Published Apr 20 • 96

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published Apr 9 • 295

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

Paper • 2603.22212 • Published Mar 23 • 127

upvoted 3 papers 5 months ago

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

Paper • 2603.14935 • Published Mar 16 • 91

From Scale to Speed: Adaptive Test-Time Scaling for Image Editing

Paper • 2603.00141 • Published Feb 24 • 138

MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios

Paper • 2602.22638 • Published Feb 26 • 107

upvoted 4 papers 6 months ago

Code2World: A GUI World Model via Renderable Code Generation

Paper • 2602.09856 • Published Feb 10 • 201

FASA: Frequency-aware Sparse Attention

Paper • 2602.03152 • Published Feb 3 • 154

Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models

Paper • 2601.20354 • Published Jan 28 • 111

Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation

Paper • 2601.20614 • Published Jan 28 • 119

upvoted a paper 7 months ago

Urban Socio-Semantic Segmentation with Vision-Language Reasoning

Paper • 2601.10477 • Published Jan 15 • 155