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Daily Papers

byAK and the research community

Oct 15

Submitted by

yyyang

Player-1: Learning to Play from Synthetic Experience

TencentARC

ARC Lab, Tencent

Submitted by

lhmd

Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation

zju

Zhejiang University

Submitted by

yhx12

LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation

·
8 authors

Submitted by

HuiningYuan

ActionOPD: Distilling Decisions, Not Tokens

nics-efc

Tsinghua-NICS-EFC

Submitted by

Ningyu

Cortex: Consolidating Context into Parametric Memory

ByteDance-Seed

Submitted by

kzhao5

Recovering Reliable Supervision via Critique-Guided On-Policy Distillation

·
7 authors

Submitted by

qingyuejiao

Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory

Fudan-University

Fudan University

Submitted by

yuUnuo

LensErase: A Foundation Model for Erase Anything

microsoft

Submitted by

YuyaoGe

Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents

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11 authors

Submitted by

sihwanpark

KV4-RL: Unlocking Faster Asynchronous Rollouts for RLVR with INT4 KV Cache Quantization

kaist-ai

Submitted by

kevin715

Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation

jingdong1

1

Submitted by

KaituoFeng

Towards Agentic Robots: Model, Data, Environment, and Harness

·
16 authors

Submitted by

jiaruz2

Hybrid Reasoning Agents

StanfordUniversity

Stanford University

Submitted by

zsr200901

APT: Feedback-Driven Agentic Post-Training for Text-to-Image Generation

MicrosoftResearch

Microsoft Research

Submitted by

Met4physics

Super-Resolution in The Right Latent Space: A Frozen Vision-Foundation Substrate

RTP-LLM

Submitted by

OfficerChul

HumanoidToolBench: Benchmarking Humanoid Tool Use from Selection to Mobile Execution

snupilab

Submitted by

LazySheeep

RAR: Rate-Adaptive Rollout for Time-Consistent Interactive World Models

·
8 authors

Submitted by

sahsaeedi

τ-Emotion-Bench: Exposing the Interaction Fragility of LLM Agents through Real-World User Emotions

Arizona-State-University

Arizona State University

Submitted by

AlanTang7

SkillMarker: A KGW-Based Watermarking Method for Agent Skill Ownership Verification

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6 authors

Submitted by

zhongzero

More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning

zju

Zhejiang University

Submitted by

AIGCer-OPPO

GroundGUI: GUI Grounding by High-Quality Data and Distillation-to-Reinforcement Learning

·
8 authors

Submitted by

Flourish

Efficient Scene-Text Refinement via Pixel-Space Grouped Image Generation

ATH-MaaS

Submitted by

6cf

Long-Horizon RL Needs Muon

RUC

Renmin University of China

Submitted by

ldkong

VITAL: From Visual Motion to Precise Action

HorizonRobotics

HorizonRobotics

Submitted by

Flourish

TextVerifier: Seeing Beyond Recognition to Verify Chinese Text Rendering

ATH-MaaS

Submitted by

HwanChang0106

Diagnosing and Correcting Reward Hacking in Verifiable Instruction Following

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8 authors

Submitted by

linggm

Are We Testing Too Much? A Survey of Benchmark Compression for Efficient Evaluation of Large Language Models

SunYatsen

Sun Yat-Sen University

Submitted by

ldkong

SafeDriveVLA: Navigation-Conditioned World Model Dreaming for Conflict-Aware End-to-End Autonomous Driving

UCI6055

University of California, Irvine

Submitted by

Ukpkmkkk

What Makes a Social Agent's Interactions Effective? Learning from Verifiable Outcomes in Paired Worlds

Tongyi-ConvAI

Submitted by

pengyue-polaron

Physical Time as a Missing Dimension of Robot Policy Memory Dynamics

newyorkuniversity

New York University

Submitted by

yantaiyang05

Acting Through Registers

Submitted by

yantaiyang05

Exploring the Limits of Combinatorial Generalization in Embodied Manipulation

Submitted by

yflantmy

DecisionRobust: Benchmarking Robustness for JEV Style Decision Models Across Text and Vision

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7 authors

Submitted by

PeterLauLukCh

Scaling Online Optimal Transport Minibatches for Flow Matching

UCBerkeley

University of California, Berkeley

Submitted by

chen-yingfa

Latent Compaction with Test-Time Training

TsinghuaNLP

Tsinghua NLP Group

Submitted by

kostino

BigCell: Generating Gigapixel Whole-Slide Images

StonyBrook-CVLab

CVLab @ Stony Brook University

Submitted by

ZGZzz

NavGPT-3: Harnessing Context in a Hierarchical Navigation Runtime

Metacognition-AI

Submitted by

Shuaijun

MimicX: Policy-in-the-Loop Supervision Refinement for Video-Driven Humanoid Motion Tracking

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10 authors

Submitted by

TechxGenus

Diff Diffusion: Predicting Edit Paths with Diffusion Models for Efficient Code Editing

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8 authors

Submitted by

IanMagnusson

The COUNT: Counting N-grams Unlocks Scaling on Host Memory and Training-Free Adaptation

University of Washington

Submitted by

akhadangi

Continuum Attention

·
1 authors

Submitted by

CliverChen

Training LLMs for Multi-Agent Collaboration with Verifiable Information Rewards

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5 authors

1

Submitted by

Guan123

SyncReward: Human-Aligned Synchronization Reward for Audio-Visual Generation

tencent

Submitted by

EVIGBYEN

SWEeper-Bench: Can Agents Discover Bugs in Interactive Software?

zlab-princeton

Submitted by

pengyue-polaron

G^3VLA: Geometric Inductive Bias for Vision-Language-Action Models

·
8 authors

1

Submitted by

taesiri

MA-Bench: Measuring Operational Planning in Language Models

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4 authors