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Daily Papers

byAK and the research community

Oct 23

Submitted by

liangtm

WeVisOne-VL: Unified Visual Perception from Objects to Pixels

tencent

Submitted by

EddieYang428

Making MLLM Latents Matter: Factor-Aware Predictive Learning for Cinematic Video Generation

tencent

Submitted by

Yu2020

Deep Search in Real-World Web Environments

·
25 authors

Submitted by

Davidscut

Editing Images into Reusable Layers via Compositional Edit-Prior Distillation

jingdong1

2

Submitted by

ZhengChen1999

IQuest-Q1: Advancing Foundation Capabilities for Agentic CLI Systems

IQuestLab

Submitted by

danielhzlin

Toward Recursive Self-Improvement in Physical AI

NationalUniversityofSingapore

National University of Singapore

Submitted by

Rubin-Wei

Deep Fusion Memory: A Chunk-Level Parametric Memory for Large Language Models

·
8 authors

2

Submitted by

Lruca

What Generation Knows: Unlocking Fine-Grained Understanding in Unified Multimodal Models

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9 authors

Submitted by

junha1125

LaLa-World: Scaling Latent World Models with Natural Language Actions

naver-ai

Submitted by

Messi-Hua

Meta Expert: Cross-Layer Expert Sharing for Storage- and Retrieval-Efficient MoE

TsinghuaC3I

Submitted by

maksim64

Policy-Mask: Budget-Aware Adaptation of Diffusion Features to Discriminative Tasks

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3 authors

2

Submitted by

glory-hyeok

Self-Distilling Future Video Representations for World Action Models

kaist-ai

Submitted by

Yooki

Heartbeat Thinking: Speculative Reasoning and Tool Execution While Listening in Realtime Voice Agents

ant-intl

ant-international

Submitted by

Liguyanger

Code2Video-Compass: A Comprehensive Benchmark for General-Purpose Code-Based Video Generation across T2V, I2V, and V2V

Fudan-University

Fudan University

Submitted by

marinero4972

Beyond Watching and Searching: Benchmarking Agents for Video-centered Deep Research Reports

Qwen

Submitted by

XaiverZ

RouteWeaver: Weaving Mode Selection and Execution into Unified LLM Routing

NanyangTechnologicalUniversity

Nanyang Technological University

Submitted by

Knowing

RLSplat: Resource-Linear Budget Control for Feed-forward 3D Gaussian Splatting

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6 authors

Submitted by

ToexploreAI

Is Complex Agentic Memory Always Needed? Naive RAG Is Stronger Than We Thought

XianJiaotongUniversity

Xi'an Jiaotong University

Submitted by

HongcanGuo04

Cola2: Co-Adaptive Hierarchical Language Modeling with Continuous Semantic Compression and Balanced Discrete Generation

ByteDance-Seed

Submitted by

ZQ-Dev

Agent Mosaic: Recognizing Confidentiality Leaks in Agentic LLM Systems

UniversityofSouthernCalifornia

University of Southern California

Submitted by

yimingz

FilmFlow: Agentic System for 3D Virtual Film Cinematography

·
8 authors

Submitted by

HeoJaeYeon

RTAformer: Relation-Transition-Aware Transformer for Video Scene Graph Generation

·
3 authors

Submitted by

DogNeverSleep

Verus-Insight: Towards Explainable Artifact Detection in AI-Generated Videos

·
14 authors

Submitted by

sihany

Rethinking Sequence Compression with Test-time Regression

SphereLab

Submitted by

advaitgupta

AgentVQA: A Unified Benchmark for Agentic Visual Understanding

zlab-princeton

Submitted by

kpzhang996

AnyGameRenderer: Entity-Consistent Generative Rendering Across Games and an Entity-Level Benchmark

AlayaLab

Submitted by

phenixace

MolLean: A Process-Verifiable Language for Chemical Reasoning

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2 authors

Submitted by

alan1027

Inherited, Not Invented: Tracing the Provenance of Wait in Reasoning Models

huawei-noah

HUAWEI Noah's Ark Lab

Submitted by

Little-d1d1

RIDAR: Safeguarding Research Integrity in Autonomous Research Agents via Automated Detection and Runtime Intervention

THU-KEG

Knowledge Engineer Group @ Tsinghua University

Submitted by

Eladlev

SCOPE: Compiling Natural-Language Policies into Neurosymbolic Predicate Programs

Plurai

Submitted by

taesiri

Reading, Writing, Sharing, and Interacting with the World through Video

·
8 authors

Submitted by

jaehong31

What Makes a Good Unmasking Policy? A Controlled Study of Learned Unmasking in Diffusion Language Models

nanyang-technological-university-singapore

Nanyang Technological University Singapore

Submitted by

J3rr1

F2G-Pose: Geometry-Aware Foundation Feature Lifting for Direct RGB-D Category-Level Object Pose Estimation

sii-research

Shanghai Innovation Institute

Submitted by

taesiri

Foundation4D: Towards a unified perception and reconstruction model for autonomous vehicles

nvidia

Submitted by

AvaLovelace

BrickWright: Agentic Creation of Physically Feasible Brick Builds

Generative Intelligence Lab (CMU)

Submitted by

gpolitis

The LLM-Attacker: A Unified Red-Team Framework for Privacy Evaluation of Split and Distributed LLM Systems

Setloop

Submitted by

mohsenfayyaz

Diffusion Language Models Change Speed Across Tasks and Languages

uclanlp

Submitted by

jonas-eschmann

HyperDrone: Simulation-to-Reality Transfer at Millions of Frames per Second

Submitted by

barryjinks

Who Takes the Lead? Model Ability and Task-Conditioned Collaboration with Humans

5a-community

2

Submitted by

giakhuyendihoc

MambaAct: Efficient Mamba Action Experts for Flow-Matching Vision-Language-Action Models

MBZUAI

Mohamed Bin Zayed University of Artificial Intelligence

Submitted by

sj68

SplatLab: Autonomous Scientific Discovery for 3DGS Research

UCSanDiego

University of California at San Diego

Submitted by

yxlu0

TILDE: Teacher-in-the-Loop Distillation from Embodied Foundation Models

hkuhk

The University of Hong Kong

Submitted by

ammarali32

SEAM: Spectral Embedding Alignment and Merging for Low-Resource TTS

ITMO

ITMO University

2

Submitted by

aopolin-lv

Skeleton-Grounded Latent Action Model for Robot World Models

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6 authors

Submitted by

Mercury7353

EvalResearchBench: Can AI Agents Build Their Own Feedback for Recursive Self-Improvement?

AG2AI

Submitted by

ElironRahimi

Different Tasks, Different Timesteps: Temporal Task-Aware Quantization for Diffusion Language Models

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4 authors

Submitted by

Jie827

Bridging Exploration and Persona: Information-Directed Dueling for Test-Time Agent Personalization

·
7 authors

Submitted by

Jie827

IF-MAP: Influence-Function-Inspired Agent Prioritization in Multi-Agent Systems

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9 authors

Submitted by

xaosina

Realism VS Accuracy: Event Sequence Forecasting from a Generative Modeling Perspective

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8 authors

Submitted by

xuyicheng-zju

TARSphere: A Robot-Oriented Full-Stack Framework for Long-Horizon Embodied Agents in Evolving Physical and Social Environments

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8 authors