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Daily Papers

byAK and the research community

Oct 5

Submitted by

bx6d

MotorMind: Scaffolding General Vision Language Models for Zero-Shot Robot Manipulation

UIUC-CS

University of Illinois at Urbana-Champaign

Submitted by

liuyong9975

Does Learning Protein Folding Generalize to Broader Reasoning?

SJUT1

Shanghai JiaoTong University

Submitted by

YINBO0927

FrameMorrow: Future-guided Frame Selection with Prospective Tokens for Long-Horizon Video Generation

NationalUniversityofSingapore

National University of Singapore

Submitted by

tztgo

PDE-JEPA: Predictive Representation Learning of Latent Dynamics Modeling for Parametric PDEs

Zhejiang University

Submitted by

shkim0116

Pivot-SD: Efficient Self-Distillation for Masked Diffusion Language Models

·
6 authors

1

Submitted by

taesiri

Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite

Tencent-Hunyuan

Tencent Hunyuan

Submitted by

gowitheflow

World Embedding Benchmark

World-Representation-Lab

World Representation Lab

Submitted by

hyung22

Source Preference in the Wild: How LLM Agents Favor Items by Source, and How to Reduce It

SeoulNatlUniv

Seoul National University

Submitted by

afaji

HyperBrowseComp: A Multilingual and Multimodal Stress Test for Web-Browsing Agents

MBZUAI

Mohamed Bin Zayed University of Artificial Intelligence

Submitted by

yidacai

LexReward: A Taxonomy-Driven Reward Framework for Legal Language Models

TsinghuaNLP

Tsinghua NLP Group

1

Submitted by

yerim0210

Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers

SeoulNatlUniv

Seoul National University

Submitted by

dorienh

DEFINE: Exemplar-Guided Accent Control for Zero-Shot TTS

amaai-lab

Submitted by

Ahren09

Science Utopia? Closed-Loop LLM Simulation of Academic Research Ecosystems

GeorgiaTech

Georgia Institute of Technology

Submitted by

dorienh

Diptych: Scoped, AI-Interpreted Comparison for Reference Listening in Music Production

amaai-lab

1

Submitted by

LinghuiShen

ProAR: Learning Prospective Reasoning with Autoregressive Video Models

ucdavis

Submitted by

taesiri

EditHero: A Benchmark for Long-Horizon Part-Level 3D Editing and Vibe Modeling

·
12 authors

Submitted by

GenuineWWD

SimuVerity: Benchmarking Agents for Engineering-Grade Simulink Model Generation

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12 authors

Submitted by

jaehong31

MetaRubric: Learning to Reward for Rubric-Based Reinforcement Learning

nanyang-technological-university-singapore

Nanyang Technological University Singapore

Submitted by

Shiweiliuiiiiiii

Looping Beyond Twice: A Scalable Recipe for Looped Mixture-of-Experts

Intelligent-Systems

Max Planck Institute for Intelligent Systems

Submitted by

OliverSieberling

Triadic Linear Attention: Three-Dimensional Recurrent States for Long-Context Sequence Modeling

Massachusetts-Institute-of-Technology

Massachusetts Institute of Technology

Submitted by

Deema

Covert Assistance: Helpful LLM Agents Evade Oversight in Multi-Agent Systems

illinois

University of Illinois at Urbana-Champaign

1

Submitted by

Xiiiiii0220

GTR: Gated Token Recurrence for Efficient Dense Prediction

Intellindust

Submitted by

caiqizh

VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks

google

Submitted by

assafbk

Local Support Learning

MIT

Massachusetts Institute of Technology

Submitted by

Zeyue7

HelixWorld: A Real-time Interactive Audio-Visual World Model

NoizAI

Submitted by

shufanshen

On-Policy Parameter Update Direction Underlies Generalization in LLM Post-Training

UCAS

Submitted by

taesiri

Octrees as an Explicit 3D Language

·
6 authors

Submitted by

taesiri

Skill2Real: Agentic Skill Learning for Zero-Shot Sim-to-Real Robot Manipulation

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8 authors

Submitted by

yycfq1314

Spatial Memory Intelligence: Endowing World Models with Understanding-Driven Long-Term Memory

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8 authors

1

Submitted by

ZhaochongAn

Native Action-Prior Learning from Videos for World Action Models

meta

Submitted by

pritamdeka

From Retrieval to Typed Decisions: Calibrated System One Models from Biomedical Sentence Encoders

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1 authors