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upvoted a paper 16 days ago

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

Paper • 2605.22355 • Published 17 days ago • 177

upvoted a paper 17 days ago

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

Paper • 2605.18233 • Published 20 days ago • 92

upvoted a paper 27 days ago

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

Paper • 2512.18181 • Published May 7 • 86

upvoted a paper about 1 month ago

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

Paper • 2604.17295 • Published Apr 19 • 84

upvoted 3 papers about 2 months ago

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

Paper • 2604.18168 • Published Apr 20 • 96

Elucidating the SNR-t Bias of Diffusion Probabilistic Models

Paper • 2604.16044 • Published Apr 17 • 73

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published Apr 9 • 291

upvoted a paper 2 months ago

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

Paper • 2603.22212 • Published Mar 23 • 126

upvoted 5 papers 3 months ago

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

Paper • 2603.14935 • Published Mar 16 • 91

Layer-wise Instance Binding for Regional and Occlusion Control in Text-to-Image Diffusion Transformers

Paper • 2603.05769 • Published Mar 6 • 1

Geometry-Guided Reinforcement Learning for Multi-view Consistent 3D Scene Editing

Paper • 2603.03143 • Published Mar 3 • 145

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

Paper • 2603.00141 • Published Feb 24 • 137

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

Paper • 2602.22638 • Published Feb 26 • 106

upvoted 4 papers 4 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 3 papers 5 months ago

Urban Socio-Semantic Segmentation with Vision-Language Reasoning

Paper • 2601.10477 • Published Jan 15 • 155

Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization

Paper • 2601.05432 • Published Jan 8 • 170

Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning

Paper • 2512.24146 • Published Dec 30, 2025 • 14