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upvoted a paper 6 days ago

Weak-to-Strong Generalization via Direct On-Policy Distillation

Paper • 2607.05394 • Published 14 days ago • 134

upvoted 3 papers 7 days ago

Proxy Exploration and Reusable Guidance: A Modular LLM Post-Training Paradigm via Proxy-Guided Update Signals

Paper • 2607.11505 • Published 9 days ago • 18

Gemma 4 Technical Report

Paper • 2607.02770 • Published 20 days ago • 68

Video Generation Models are General-Purpose Vision Learners

Paper • 2607.09024 • Published 12 days ago • 82

upvoted 2 papers 8 days ago

MentalThink: Shaping Thoughts in Mental SVG World

Paper • 2607.03530 • Published 19 days ago • 14

OpenCoF: Learning to Reason Through Video Generation

Paper • 2607.08763 • Published 13 days ago • 28

upvoted a paper 3 months ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 329

upvoted 2 papers 4 months ago

Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale

Paper • 2603.25040 • Published Mar 26 • 134

Look Where It Matters: High-Resolution Crops Retrieval for Efficient VLMs

Paper • 2603.16932 • Published Mar 14 • 91

upvoted a paper 6 months ago

BabyVision: Visual Reasoning Beyond Language

Paper • 2601.06521 • Published Jan 10 • 201

upvoted 3 papers 8 months ago

SAM 3: Segment Anything with Concepts

Paper • 2511.16719 • Published Nov 20, 2025 • 138

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe

Paper • 2511.16334 • Published Nov 20, 2025 • 96

V-Thinker: Interactive Thinking with Images

Paper • 2511.04460 • Published Nov 6, 2025 • 98

upvoted 6 papers 9 months ago

Tongyi DeepResearch Technical Report

Paper • 2510.24701 • Published Oct 28, 2025 • 105

Reasoning with Sampling: Your Base Model is Smarter Than You Think

Paper • 2510.14901 • Published Oct 16, 2025 • 49

Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence

Paper • 2510.20579 • Published Oct 23, 2025 • 56

BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping

Paper • 2510.18927 • Published Oct 21, 2025 • 85

VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo

Paper • 2508.02317 • Published Aug 4, 2025 • 23

Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents

Paper • 2507.04009 • Published Jul 5, 2025 • 55

upvoted a paper 10 months ago

Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners

Paper • 2509.26226 • Published Sep 30, 2025 • 34