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Daily Papers

byAK and the research community

Jul 1

Submitted by

yh-wang

Orca: The World is in Your Mind

·
57 authors

5

Submitted by

YerbaPage

Dockerless: Environment-Free Program Verifier for Coding Agents

ByteDance

2

Submitted by

yxl66666

DOPD: Dual On-policy Distillation

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16 authors

1

Submitted by

seashell11

BlockPilot: Instance-Adaptive Policy Learning for Diffusion-based Speculative Decoding

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6 authors

Submitted by

tttonyalpha

Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models

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13 authors

Submitted by

mynameisyoomimi

Scenes as Objects, Not Primitives: Instance-Structured 3D Tokenization from Unposed Views

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6 authors

1

Submitted by

LanguageBind

GEAR: Guided End-to-End AutoRegression for Image Synthesis

Tencent-Hunyuan

Tencent Hunyuan

Submitted by

passing2961

Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks

minnesotanlp

Submitted by

DrewJin0827

Multi-Block Diffusion Language Models

SJTU-DENG-Lab

DENG Lab @ SJTU

Submitted by

AndeyTait

SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History

tencent

Submitted by

taesiri

MemLearner: Learning to Query Context memory for Video World Models

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10 authors

Submitted by

DavydenkoGr

Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation

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7 authors

Submitted by

Thunderbolt215215

DataEvolver: Self-Evolving Multi-Agent Data Construction for Text-Rich Image Generation

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5 authors

Submitted by

johncliu

Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs

google

Submitted by

spapi

RedVox: Safety and Fairness Gaps in Speech Models Across Languages

FBK-MT

1

Submitted by

Nova2001

PhotoQuilt: Training-Free Arbitrary-Resolution Photomosaics via Bootstrapped Tiled Denoising

uoft

University of Toronto

2

Submitted by

rmndrnts

Little Brains, Big Feats: Exploring Compact Language Models

SibNN

Siberian Neuronets LLC

Submitted by

sangmook12

Are We Measuring Strategy or Phrasing? The Gap Between Surface- and Approach-Level Diversity in LLM Math Reasoning

SeoulNatlUniv

Seoul National University

2

Submitted by

taesiri

PolyFlow: Continuous Topology Embedding Flow Matching for Artist-style Mesh Generation

Tencent-Hunyuan

Tencent Hunyuan

Submitted by

merlerm

QVal: Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM Agents

bethgelab

Submitted by

tylerlum

Play2Perfect: What Matters in Dexterous Play Pretraining for Precise Assembly?

StanfordUniversity

Stanford University

Submitted by

taesiri

Xiaomi-GUI-0 Technical Report

xiaomi-research

Xiaomi Research

Submitted by

subham2507

Unlocking the Visual Record of Materials Science: A Large-Scale Multimodal Dataset from Scientific Literature

CMEG-IITR

Computational Materials Engineering Group IIT Roorkee

Submitted by

pb09204048

TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning

Submitted by

Haitao999

BrainJanus: A Unified Model for Understanding and Generation across Brain, Vision, and Language

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11 authors

Submitted by

AdinaY

MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training

XiaomiMiMo

Submitted by

TK3105

AVTok: 1D Unified Tokenization for Holistic Audio-Video Generation

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4 authors

Submitted by

JuanCarlosMartinezSevilla

MuSViT: A Foundation Vision Model for Sheet Music Representation

PRAIG

Pattern Recognition and Artificial Intelligence Group

Submitted by

Srikumar26

TerraDiT-Ω: Unified Spatial Control for Satellite Image Synthesis with Any Geospatial Primitive

MVRL

Multimodal Vision Research Laboratory @ WashU

Submitted by

Yogeswar

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents

UTD-Dallas

University of Texas at Dallas

Submitted by

orhir

SpheRoPE: Zero-Shot Optimization-Free 360 Panorama Generation with Spherical RoPE

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6 authors

Submitted by

bigfacing

Goku: A Million-Scale Universal Dataset and Benchmark for Instruction-Based Video Editing

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11 authors

Submitted by

anisha2102

SWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding Sessions

ScaleAI

Submitted by

abhranil14

Hierarchical Experimentalist Agents

umass

University of Massachusetts Amherst

Submitted by

MrPatoVera

Lexical Consensus: Grounded Word Learning and Shared Meaning in Artificial Agents

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1 authors

Submitted by

jiaqili3

FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model

amphion