Stoney Kang

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upvoted 2 papers about 10 hours ago

From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement

Paper • 2607.23802 • Published 9 days ago • 82

QQWorld: Quantile-Quantile Matching for World Model Regularization

Paper • 2607.28415 • Published 5 days ago • 27

upvoted a paper 1 day ago

SULAND v2: A Refined RGB Dataset and Deep Learning Object Detection Benchmark for UAV/UGV-Based SUrface LANDmine Detection Under Domain Shift

Paper • 2607.28996 • Published 4 days ago • 3

upvoted a paper 3 days ago

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents

Paper • 2607.28227 • Published 5 days ago • 296

upvoted 2 papers 4 days ago

Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing

Paper • 2607.19064 • Published 14 days ago • 76

UltraViT: Latency-Optimized On-device Vision Encoder for Large Vision-Language Models

Paper • 2607.23373 • Published 10 days ago • 6

upvoted a paper 5 days ago

Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model

Paper • 2607.24904 • Published 8 days ago • 32

upvoted 2 papers 7 days ago

Progress Reward Modeling for Robotic Learning: A Comprehensive Survey

Paper • 2607.21655 • Published 13 days ago • 192

Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning

Paper • 2607.21653 • Published 13 days ago • 32

upvoted 2 papers 11 days ago

SeededGrasp: Language-Guided Grasping in Complex Scenes with Multiple Embodiments

Paper • 2607.20207 • Published 13 days ago • 4

ATSplat: Compact Feed-forward 3D Gaussian Splatting with Adaptive Token Expansion

Paper • 2607.20417 • Published 13 days ago • 9

upvoted 3 papers 13 days ago

DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines

Paper • 2607.16617 • Published 17 days ago • 140

AlayaWorld: Interactive Long-Horizon World Modeling -- Full Technical Report

Paper • 2607.18367 • Published 15 days ago • 59

ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU

Paper • 2607.19191 • Published 14 days ago • 308

upvoted 2 papers 14 days ago

FlashRT: Agent Harness for Guiding Agents to Deploy Real-Time Multimodal Applications

Paper • 2607.18171 • Published 15 days ago • 6

See like a Robot: Robot-Centric Pointmaps for Vision-Language-Action Models

Paper • 2607.11498 • Published 22 days ago • 7

upvoted 4 papers 15 days ago

RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources

Paper • 2606.29538 • Published 19 days ago • 142

Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos

Paper • 2607.16107 • Published 18 days ago • 11

Recursive Harness Self-Improvement

Paper • 2607.15524 • Published 18 days ago • 25

Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World Trajectories

Paper • 2607.15330 • Published 19 days ago • 71