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upvoted 20 papers 1 day ago

Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Paper • 2603.24472 • Published 4 days ago • 39

UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience

Paper • 2603.24533 • Published 4 days ago • 39

RealRestorer: Towards Generalizable Real-World Image Restoration with Large-Scale Image Editing Models

Paper • 2603.25502 • Published 3 days ago • 46

Believe Your Model: Distribution-Guided Confidence Calibration

Paper • 2603.03872 • Published 25 days ago • 40

Calibri: Enhancing Diffusion Transformers via Parameter-Efficient Calibration

Paper • 2603.24800 • Published 4 days ago • 51

ProactiveBench: Benchmarking Proactiveness in Multimodal Large Language Models

Paper • 2603.19466 • Published 10 days ago • 41

SIMART: Decomposing Monolithic Meshes into Sim-ready Articulated Assets via MLLM

Paper • 2603.23386 • Published 5 days ago • 41

Repurposing Geometric Foundation Models for Multi-view Diffusion

Paper • 2603.22275 • Published 6 days ago • 43

Bridging Semantic and Kinematic Conditions with Diffusion-based Discrete Motion Tokenizer

Paper • 2603.19227 • Published 10 days ago • 42

SpatialBoost: Enhancing Visual Representation through Language-Guided Reasoning

Paper • 2603.22057 • Published 6 days ago • 44

DA-Flow: Degradation-Aware Optical Flow Estimation with Diffusion Models

Paper • 2603.23499 • Published 5 days ago • 48

VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understanding

Paper • 2603.22285 • Published 6 days ago • 50

TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation

Paper • 2603.19039 • Published 10 days ago • 49

From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents

Paper • 2603.22386 • Published 6 days ago • 51

Memento-Skills: Let Agents Design Agents

Paper • 2603.18743 • Published 10 days ago • 54

Online Experiential Learning for Language Models

Paper • 2603.16856 • Published 12 days ago • 57

FASTER: Rethinking Real-Time Flow VLAs

Paper • 2603.19199 • Published 10 days ago • 57

SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning

Paper • 2603.23483 • Published 5 days ago • 57

3DreamBooth: High-Fidelity 3D Subject-Driven Video Generation Model

Paper • 2603.18524 • Published 10 days ago • 58

TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas

Paper • 2603.16448 • Published 12 days ago • 58