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Daily Papers

byAK and the research community

May 20

Submitted by

taesiri

OpenComputer: Verifiable Software Worlds for Computer-Use Agents

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7 authors

Submitted by

Suu

GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment

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12 authors

Submitted by

taesiri

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

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35 authors

Submitted by

shawnxzhu

EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL

LARK-Lab

LARK Lab@HKUST (GZ)

Submitted by

yang1232009

CogOmniControl: Reasoning-Driven Controllable Video Generation via Creative Intent Cognition

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7 authors

Submitted by

jinyuan222

Process Rewards with Learned Reliability

HINT-lab

Huang's INTelligence lab

Submitted by

DogNeverSleep

Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos

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24 authors

Submitted by

yeates

Aurora: Unified Video Editing with a Tool-Using Agent

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7 authors

Submitted by

DarthZhu

When Vision Speaks for Sound

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9 authors

Submitted by

weilllllls

MSAVBench: Towards Comprehensive and Reliable Evaluation of Multi-Shot Audio-Video Generation

AlibabaTongyiLab

Submitted by

floyed

Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information

rednote-hilab

Submitted by

ShiyuHuang

OmniGUI: Benchmarking GUI Agents in Omni-Modal Smartphone Environments

OmniGUI

Submitted by

ahmedheakl

CEPO: RLVR Self-Distillation using Contrastive Evidence Policy Optimization

MBZUAI

Mohamed Bin Zayed University of Artificial Intelligence

Submitted by

DarthZhu

Video Models Can Reason with Verifiable Rewards

luka-nlp-group

Language Understanding and Knowledge Acquisition Lab

Submitted by

Two-hot

Semantic Generative Tuning for Unified Multimodal Models

SJTU

Shanghai Jiao Tong University

Submitted by

evelynhong

ESI-Bench: Towards Embodied Spatial Intelligence that Closes the Perception-Action Loop

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8 authors

Submitted by

joshuagu15

PEEK: Context Map as an Orientation Cache for Long-Context LLM Agents

MIT

Massachusetts Institute of Technology

Submitted by

taesiri

Draft Less, Retrieve More: Hybrid Tree Construction for Speculative Decoding

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12 authors

Submitted by

olaflaitinen

SAGA: A Sequence-Adaptive Generative Architecture for Multi-Horizon Probabilistic Forecasting with Adaptive Temporal Conformal Prediction

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2 authors

Submitted by

Hothan

Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction

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8 authors

Submitted by

wlfeng

Echo-Forcing: A Scene Memory Framework for Interactive Long Video Generation

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11 authors

Submitted by

taesiri

Delta Attention Residuals

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3 authors

Submitted by

DhavalPatel

Code-Guided Reasoning for Small Language Models: Evaluating Executable MCQA Scaffolds

ibm

Submitted by

ahmedheakl

DocAtlas: Multilingual Document Understanding Across 80+ Languages

MBZUAI

Mohamed Bin Zayed University of Artificial Intelligence

Submitted by

sdc17

CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning

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7 authors

Submitted by

taesiri

SceneCode: Executable World Programs for Editable Indoor Scenes with Articulated Objects

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7 authors