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Daily Papers

byAK and the research community

Dec 8

Submitted by

taesiri

EditThinker: Unlocking Iterative Reasoning for Any Image Editor

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14 authors

2

Submitted by

kenshinn

TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows

inclusionAI

Submitted by

ChengyouJia

PaCo-RL: Advancing Reinforcement Learning for Consistent Image Generation with Pairwise Reward Modeling

X-GenGroup

Submitted by

Suu

Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning

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10 authors

1

Submitted by

Yanran21

Joint 3D Geometry Reconstruction and Motion Generation for 4D Synthesis from a Single Image

Tsinghua-IVG

Submitted by

Jinyang23

From Imitation to Discrimination: Toward A Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks

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12 authors

Submitted by

SereinH

RealGen: Photorealistic Text-to-Image Generation via Detector-Guided Rewards

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10 authors

Submitted by

Starrrrrry

COOPER: A Unified Model for Cooperative Perception and Reasoning in Spatial Intelligence

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11 authors

Submitted by

Tangerine24

ReVSeg: Incentivizing the Reasoning Chain for Video Segmentation with Reinforcement Learning

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7 authors

Submitted by

taesiri

SpaceControl: Introducing Test-Time Spatial Control to 3D Generative Modeling

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6 authors

Submitted by

taesiri

World Models That Know When They Don't Know: Controllable Video Generation with Calibrated Uncertainty

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5 authors

Submitted by

taesiri

Self-Improving VLM Judges Without Human Annotations

metaresearch

Submitted by

spermwhale

AI & Human Co-Improvement for Safer Co-Superintelligence

metaresearch

Submitted by

taesiri

ProPhy: Progressive Physical Alignment for Dynamic World Simulation

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10 authors

Submitted by

AdinaY

SCAIL: Towards Studio-Grade Character Animation via In-Context Learning of 3D-Consistent Pose Representations

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9 authors