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Daily Papers

byAK and the research community

Nov 4

Submitted by

zzqsmall

Every Activation Boosted: Scaling General Reasoner to 1 Trillion Open Language Foundation

inclusionAI

2

Submitted by

FairyFali

Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph

Pennsylvania State University

Submitted by

Xinjiansz

The Underappreciated Power of Vision Models for Graph Structural Understanding

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9 authors

5

Submitted by

JacobYuan

UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible Feedback

Alibaba-DAMO-Academy

Submitted by

cheryyunl

ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation

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10 authors

Submitted by

Kyungminn

PHUMA: Physically-Grounded Humanoid Locomotion Dataset

DAVIAN-Robotics

DAVIAN Robotics

Submitted by

CodeGoat24

UniREditBench: A Unified Reasoning-based Image Editing Benchmark

Fudan-University

Fudan University

Submitted by

taesiri

World Simulation with Video Foundation Models for Physical AI

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89 authors

Submitted by

MengjieDeng

ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use

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3 authors

Submitted by

alexiglad

EBT-Policy: Energy Unlocks Emergent Physical Reasoning Capabilities

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8 authors

Submitted by

pminervini

OpenSIR: Open-Ended Self-Improving Reasoner

EdinburghNLP

EdinburghNLP - Natural Language Processing Group at the University of Edinburgh

Submitted by

PeterKKQ

MR-Align: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models

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12 authors

3

Submitted by

taesiri

LongCat-Flash-Omni Technical Report

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132 authors

Submitted by

songtingyu

Towards Universal Video Retrieval: Generalizing Video Embedding via Synthesized Multimodal Pyramid Curriculum

Alibaba-NLP

Submitted by

taesiri

TIR-Bench: A Comprehensive Benchmark for Agentic Thinking-with-Images Reasoning

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9 authors

Submitted by

mbreuss

NaviTrace: Evaluating Embodied Navigation of Vision-Language Models

leggedrobotics

Robotic Systems Lab - ETH Zürich

Submitted by

zuom

Trove: A Flexible Toolkit for Dense Retrieval

BatsResearch

Submitted by

abhi1nandy2

left|,circlearrowright,text{BUS},right|: A Large and Diverse Multimodal Benchmark for evaluating the ability of Vision-Language Models to understand Rebus Puzzles

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4 authors

Submitted by

philokey

Do Vision-Language Models Measure Up? Benchmarking Visual Measurement Reading with MeasureBench

BAAI

Beijing Academy of Artificial Intelligence

Submitted by

Osilly

Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models

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14 authors

1

Submitted by

taesiri

Towards Robust Mathematical Reasoning

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20 authors

Submitted by

lez3f

Data-Efficient RLVR via Off-Policy Influence Guidance

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11 authors

1

Submitted by

taesiri

How Far Are Surgeons from Surgical World Models? A Pilot Study on Zero-shot Surgical Video Generation with Expert Assessment

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10 authors

Submitted by

Wenxuan123

Unified Diffusion VLA: Vision-Language-Action Model via Joint Discrete Denoising Diffusion Process

Submitted by

alex4727

MotionStream: Real-Time Video Generation with Interactive Motion Controls

adobe

1

Submitted by

zhibinlan

UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings

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5 authors

Submitted by

mohammad2012191

Vote-in-Context: Turning VLMs into Zero-Shot Rank Fusers

KAUST

King Abdullah University of Science and Technology

Submitted by

zhangry868

GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding

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7 authors

Submitted by

sekhcopenlu

Multi-Step Knowledge Interaction Analysis via Rank-2 Subspace Disentanglement

UCPH

University of Copenhagen

Submitted by

Tanvirul

AthenaBench: A Dynamic Benchmark for Evaluating LLMs in Cyber Threat Intelligence

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5 authors