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Daily Papers

byAK and the research community

Dec 18

Submitted by

taesiri

Step-GUI Technical Report

stepfun-ai

Submitted by

menghao22

DEER: Draft with Diffusion, Verify with Autoregressive Models

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6 authors

2

Submitted by

Snyhlxde

Fast and Accurate Causal Parallel Decoding using Jacobi Forcing

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8 authors

Submitted by

armenjeddi

Puzzle Curriculum GRPO for Vision-Centric Reasoning

SamsungResearch

Samsung Research

Submitted by

Jinyang23

HyperVL: An Efficient and Dynamic Multimodal Large Language Model for Edge Devices

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29 authors

Submitted by

taesiri

Qwen-Image-Layered: Towards Inherent Editability via Layer Decomposition

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14 authors

Submitted by

zgao3186

Universal Reasoning Model

UbiquantAI

Submitted by

HelenMao

IC-Effect: Precise and Efficient Video Effects Editing via In-Context Learning

CUC-MIPG

Multimedia Intelligent Processing Group in Communication University of China

Submitted by

JoeLeelyf

Skyra: AI-Generated Video Detection via Grounded Artifact Reasoning

Tsinghua-IVG

Submitted by

Sarim-Hash

Robust and Calibrated Detection of Authentic Multimedia Content

MBZUAI

Mohamed Bin Zayed University of Artificial Intelligence

2

Submitted by

praeclarumjj3

SAGE: Training Smart Any-Horizon Agents for Long Video Reasoning with Reinforcement Learning

allenai

Ai2

Submitted by

yujunzhou

Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning

tencent

Submitted by

whoisjones

FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition

flair

Submitted by

rbler

MMSI-Video-Bench: A Holistic Benchmark for Video-Based Spatial Intelligence

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14 authors

2

Submitted by

xiazhi

DiffusionVL: Translating Any Autoregressive Models into Diffusion Vision Language Models

HUST Vision Lab

Submitted by

AvinashAmballa

VOYAGER: A Training Free Approach for Generating Diverse Datasets using LLMs

SamsungResearch

Samsung Research

2

Submitted by

guoyww

End-to-End Training for Autoregressive Video Diffusion via Self-Resampling

ByteDance-Seed

Submitted by

zbhpku

VABench: A Comprehensive Benchmark for Audio-Video Generation

PekingUniversity

Peking University

Submitted by

LiheYoung

In Pursuit of Pixel Supervision for Visual Pre-training

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8 authors

Submitted by

ldkong

Vision-Language-Action Models for Autonomous Driving: Past, Present, and Future

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20 authors

Submitted by

z-hb

VTCBench: Can Vision-Language Models Understand Long Context with Vision-Text Compression?

CASIA

Chinese Academic of Science Institute of Automation

Submitted by

Eleven-P

SCOPE: Prompt Evolution for Enhancing Agent Effectiveness

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7 authors

Submitted by

taesiri

Is Nano Banana Pro a Low-Level Vision All-Rounder? A Comprehensive Evaluation on 14 Tasks and 40 Datasets

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13 authors

Submitted by

sadPororo

WAY: Estimation of Vessel Destination in Worldwide AIS Trajectory

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5 authors

Submitted by

wchai

FrontierCS: Evolving Challenges for Evolving Intelligence

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51 authors

Submitted by

X3N4

Understanding and Improving Hyperbolic Deep Reinforcement Learning

univie

University of Vienna

2

Submitted by

DogNeverSleep

Hybrid Attribution Priors for Explainable and Robust Model Training

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8 authors

2

Submitted by

eliebak

SonicMoE: Accelerating MoE with IO and Tile-aware Optimizations

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5 authors

Submitted by

awsaf49

LikeBench: Evaluating Subjective Likability in LLMs for Personalization

amazon

2

Submitted by

aidenli

Simultaneous Tactile-Visual Perception for Learning Multimodal Robot Manipulation

PekingUniversity

Peking University

Submitted by

coderchen01

Towards Seamless Interaction: Causal Turn-Level Modeling of Interactive 3D Conversational Head Dynamics

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8 authors