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Daily Papers

byAK and the research community

Nov 5

Submitted by

KevinQHLin

VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation

CSU-JPG

Submitted by

tttonyalpha

Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization

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5 authors

Submitted by

YiyangAiLab

When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought

ByteDance-Seed

Submitted by

giantPanda0906

Step-Audio-EditX Technical Report

stepfun-ai

Submitted by

DogNeverSleep

When Modalities Conflict: How Unimodal Reasoning Uncertainty Governs Preference Dynamics in MLLMs

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7 authors

1

Submitted by

trdavidson

The Collaboration Gap

MicrosoftResearch

Microsoft Research

Submitted by

taesiri

TWIST2: Scalable, Portable, and Holistic Humanoid Data Collection System

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9 authors

Submitted by

kailinjiang

Can Visual Input Be Compressed? A Visual Token Compression Benchmark for Large Multimodal Models

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12 authors

1

Submitted by

Amitz244

Brain-IT: Image Reconstruction from fMRI via Brain-Interaction Transformer

weizmannscience

Weizmann Institute of Science

4

Submitted by

tristanli

LTD-Bench: Evaluating Large Language Models by Letting Them Draw

tencent

Submitted by

BounharAbdelaziz

Shorter but not Worse: Frugal Reasoning via Easy Samples as Length Regularizers in Math RLVR

MBZUAI-Paris

MBZUAI-IFM Paris Lab

Submitted by

john-b-yang

CodeClash: Benchmarking Goal-Oriented Software Engineering

stanfordnlp

Submitted by

taesiri

iFlyBot-VLA Technical Report

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6 authors

Submitted by

AdinaY

RoboChallenge: Large-scale Real-robot Evaluation of Embodied Policies

RoboChallenge

RoboChallenge.ai

2

Submitted by

niuxueyan

Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs

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1 authors

Submitted by

rajandasgupta

BRAINS: A Retrieval-Augmented System for Alzheimer's Detection and Monitoring

eliteresearch

ELITE Research Lab

Submitted by

taesiri

ChartM^3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension

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5 authors

Submitted by

deeponh

RiddleBench: A New Generative Reasoning Benchmark for LLMs

ai4bharat

2

Submitted by

taesiri

VidEmo: Affective-Tree Reasoning for Emotion-Centric Video Foundation Models

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7 authors

Submitted by

vjdevane

AyurParam: A State-of-the-Art Bilingual Language Model for Ayurveda

bharatgenai

1

Submitted by

taesiri

LiveSecBench: A Dynamic and Culturally-Relevant AI Safety Benchmark for LLMs in Chinese Context

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18 authors

Submitted by

arnodjiang

TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data

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5 authors

1

Submitted by

mengtanZ

Discriminately Treating Motion Components Evolves Joint Depth and Ego-Motion Learning

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9 authors

Submitted by

dujielvtqs

Reg-DPO: SFT-Regularized Direct Preference Optimization with GT-Pair for Improving Video Generation

ByteDance

Submitted by

n-yoo

D2D: Detector-to-Differentiable Critic for Improved Numeracy in Text-to-Image Generation

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3 authors

2