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Daily Papers

byAK and the research community

Jul 20

Submitted by

bond005

RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM

NSU

Novosibirsk State University

Submitted by

Yif29

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

MicrosoftResearch

Microsoft Research

Submitted by

taesiri

Loop the Loopies!

IQuestLab

Submitted by

YeWen27

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

XiaomiRobotics

Xiaomi Robotics

Submitted by

aHapBean

xHC: Expanded Hyper-Connections

dots-studio

Submitted by

taesiri

Cura 1T: Specialized Model for Agentic Healthcare

·
11 authors

Submitted by

bhheo

On-Policy Delta Distillation

naver-ai

Submitted by

TangJiakai5704

RecGPT-V3 Technical Report

·
24 authors

2

Submitted by

Suzhen

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality

Queen's University

Submitted by

saigopalmantha

REBASE: Reference-Background Subspace Elimination for Training-Free In-Context Segmentation

·
6 authors

Submitted by

Evangelinejy

Understanding Reasoning from Pretraining to Post-Training

·
7 authors

Submitted by

DDDPG

Qwen-Music Technical Report

Qwen

Submitted by

taesiri

Recursive Harness Self-Improvement

SakanaAI

Submitted by

6cf

When Does Muon Help Agentic Reinforcement Learning?

·
7 authors

2

Submitted by

Jeol

S1-Omni: A Unified Multimodal Reasoning Model for Scientific Understanding, Prediction, and Generation

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22 authors

Submitted by

xww033

Beyond Entropy: Correctness-Aware Advantage Shaping via Contrastive Policy Optimization

·
7 authors

Submitted by

Junfeng5

VideoRAE: Taming Video Foundation Models for Generative Modeling via Representation Autoencoders

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5 authors

Submitted by

yangzhr

DSWorld: A Data Science World Model for Efficient Autonomous Agents

Submitted by

taesiri

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

nvidia

Submitted by

VladislavBel

Agon: Competitive Cross-Model RL with Implicit Rival Grading of Reasoning

·
1 authors

Submitted by

ranibarkha

Behavioral Privacy Leakage in Agentic Negotiation: Formalizing and Mitigating Inference Attacks via Randomized Policies

·
1 authors

2

Submitted by

paulkass

Beyond Success Rate: Cost-Aware Evaluation of Offensive and Defensive Security Agents

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3 authors

2

Submitted by

Mingyuan1997

SVR-R1: Bootstrapping Multi-modal Reasoning with Self-verification in Reinforcement Learning

UIUC-CS

University of Illinois at Urbana-Champaign

Submitted by

godnpeter

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

kaist-ai

Submitted by

jianganghan

Partially Correlated Verifier Cascades in LLM Harnesses: Concave Log-Odds, Polynomial Reliability, and Blind-Spot Ceilings

·
1 authors

2

Submitted by

Neerav-Gupta

Benchmarking Sensor Robustness in Plasma Diagnostic Models: A Systematic Evaluation on TokaMark

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1 authors