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upvoted a paper 8 days ago

Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone

Paper • 2512.22615 • Published 11 days ago • 43

upvoted a paper about 2 months ago

Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm

Paper • 2511.04570 • Published Nov 6, 2025 • 211

upvoted 2 papers 2 months ago

OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows

Paper • 2510.24411 • Published Oct 28, 2025 • 71

JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence

Paper • 2510.23538 • Published Oct 27, 2025 • 96

upvoted a paper 3 months ago

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

Paper • 2510.18927 • Published Oct 21, 2025 • 83

upvoted a collection 3 months ago

R-HORIZON

Collection

The training and evaluation datasets for Paper "How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?" • 6 items • Updated Oct 22, 2025 • 7

upvoted 3 papers 3 months ago

AutoPR: Let's Automate Your Academic Promotion!

Paper • 2510.09558 • Published Oct 10, 2025 • 51

MOSS-Speech: Towards True Speech-to-Speech Models Without Text Guidance

Paper • 2510.00499 • Published Oct 1, 2025 • 19

R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?

Paper • 2510.08189 • Published Oct 9, 2025 • 26

upvoted a collection 3 months ago

R-HORZION

Collection

6 items • Updated Oct 8, 2025 • 6

upvoted 3 papers 4 months ago

ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data

Paper • 2509.15221 • Published Sep 18, 2025 • 111

Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents

Paper • 2509.09265 • Published Sep 11, 2025 • 47

CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning

Paper • 2508.20096 • Published Aug 27, 2025 • 36

upvoted a paper 6 months ago

Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination

Paper • 2507.10532 • Published Jul 14, 2025 • 89

upvoted a paper 8 months ago

Learn to Reason Efficiently with Adaptive Length-based Reward Shaping

Paper • 2505.15612 • Published May 21, 2025 • 34

upvoted a paper 9 months ago

Could Thinking Multilingually Empower LLM Reasoning?

Paper • 2504.11833 • Published Apr 16, 2025 • 29

upvoted a paper 10 months ago

CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era

Paper • 2503.12329 • Published Mar 16, 2025 • 27

upvoted a paper 11 months ago

S^2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning

Paper • 2502.12853 • Published Feb 18, 2025 • 29

upvoted a paper about 1 year ago

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Paper • 2412.19723 • Published Dec 27, 2024 • 87

upvoted a paper over 1 year ago

A Controlled Study on Long Context Extension and Generalization in LLMs

Paper • 2409.12181 • Published Sep 18, 2024 • 45