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upvoted a paper 21 days ago

ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping

Paper • 2510.08457 • Published 25 days ago • 12

upvoted a collection 22 days ago

ARES

Collection

🌴ARES is an open-source framework for adaptive multimodal reasoning, using difficulty-aware training and entropy-shaped policy optimization. • 5 items • Updated 22 days ago • 2

upvoted 3 papers about 2 months ago

Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning

Paper • 2509.03646 • Published Sep 3 • 30

Reconstruction Alignment Improves Unified Multimodal Models

Paper • 2509.07295 • Published Sep 8 • 40

Interleaving Reasoning for Better Text-to-Image Generation

Paper • 2509.06945 • Published Sep 8 • 14

upvoted 2 papers 5 months ago

Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning

Paper • 2506.04207 • Published Jun 4 • 48

ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows

Paper • 2505.19897 • Published May 26 • 104