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Daily Papers

byAK and the research community

Jul 28

Submitted by

taesiri

Kimi K3: Open Frontier Intelligence

moonshotai

Submitted by

LYL1015

JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents

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26 authors

Submitted by

kailinjiang

From Proprietary to Open-Source: Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search

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10 authors

1

Submitted by

Cuttle-fish-my

Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillation

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8 authors

Submitted by

Sterzhang

Progress Reward Modeling for Robotic Learning: A Comprehensive Survey

northwestern-university

Northwestern University

Submitted by

Ziyang

StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents

Salesforce

Salesforce AI Research

1

Submitted by

ldkong

Data Pyramid for Embodied Manipulation

PekingUniversity

Peking University

Submitted by

Owen777

Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification

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11 authors

2

Submitted by

zhanjun

OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation

OpenMOSS-Team

Submitted by

LYAWWH

Oxygen-TryOn: Fashion-Native Foundation Model for Any-item Virtual Try-On

1

Submitted by

jinzhuoran

The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation

CASIA

Chinese Academic of Science Institute of Automation

Submitted by

caohy666

Chamaileon: Cross-Context Binder Design with Contextualized Modeling and Mixed Sampling

Zhejiang University

Submitted by

Vivre

dRAE: Representation Autoencoder with Hyper-Spherical Codes

antgroup

Submitted by

IceInPot

DecoupleMix: Decoupled Ratio Search and Convex Allocation for Scalable VLM Data Recipes

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7 authors

1

Submitted by

JacobYuan

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding

Alibaba-DAMO-Academy

Submitted by

xfdu1

Reasoning Denoiser: Denoising Reasoning Traces for Hallucination Detection in Large Reasoning Models

NanyangTechnologicalUniversity

Nanyang Technological University

Submitted by

zihengh1

Codifying the Judge: Scalable Evaluation via Program Distillation

sprocket-lab

Submitted by

taesiri

FilmBench: A Film-Grade Benchmark for Cinematic Video Generation

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30 authors

Submitted by

Corbenic

A Frozen 12B Beats Frontier Models on Verified Work: 100% Accuracy, 0 Tokens, Bit-Exact, Forever

Corbenci

Submitted by

taesiri

GNM Head: A Generative aNthropometric Model of the human head

google

Submitted by

EvelynKimmy

Leveraging External Knowledge for Historical Document Restoration via Retrieval-Augmented Large Language Models

KNU-Korea

Kangwon National University

Submitted by

Ryenhails

Evidence Attribution in Visual Document Understanding without Coordinates or Region Labels

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3 authors

Submitted by

BardiyaAk

A Vocabulary for Multi-Agent Automated Research Systems

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1 authors

Submitted by

ashutosh1919

TRACE: Business Rule-Grounded Reasoning Curriculum for Knowledge-Preserving Parametric Tool Retrieval in Enterprise LLMs

SAP

1

Submitted by

alpindale

Characterizing Warp Divergence from Pascal to Blackwell

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1 authors

Submitted by

ABaldrati

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

SamsungResearch

Samsung Research

1

Submitted by

RajveeSheth

IndicTalk: A Large-Scale Persona-Based Multilingual Conversational Corpus for Indic Languages

LingoIITGN

Lingo Research Group

Submitted by

nielsr

WorldDiT: A Unified Diffusion Architecture for World and Action Modeling

bageldotcom

Submitted by

HenryYHW

DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification

MOTIF-Lab

Submitted by

debottamd07

TILT: Improving Compositional Generation in Diffusion Models with a Model-Intrinsic Reward

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4 authors