Featured Papers
Popular high-signal papers with direct links to full protocol pages.
- Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models
Apr 9, 2026 · Citations: 0
The advent of agentic multimodal models has empowered systems to actively interact with external environments.
- SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds
Apr 9, 2026 · Citations: 0
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- Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts
Apr 9, 2026 · Citations: 0
Experiments on three multimodal MoE models across six benchmarks demonstrate consistent improvements, with gains of up to 3.17% on complex visual reasoning tasks.
- RewardFlow: Generate Images by Optimizing What You Reward
Apr 9, 2026 · Citations: 0
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- PSI: Shared State as the Missing Layer for Coherent AI-Generated Instruments in Personal AI Agents
Apr 9, 2026 · Citations: 0
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- Ads in AI Chatbots? An Analysis of How Large Language Models Navigate Conflicts of Interest
Apr 9, 2026 · Citations: 0
Today's large language models (LLMs) are trained to align with user preferences through methods such as reinforcement learning.
- Quantifying Explanation Consistency: The C-Score Metric for CAM-Based Explainability in Medical Image Classification
Apr 9, 2026 · Citations: 0
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- SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions
Apr 9, 2026 · Citations: 0
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- Faithful GRPO: Improving Visual Spatial Reasoning in Multimodal Language Models via Constrained Policy Optimization
Apr 9, 2026 · Citations: 0
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- TTVS: Boosting Self-Exploring Reinforcement Learning via Test-time Variational Synthesis
Apr 9, 2026 · Citations: 0
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- From Safety Risk to Design Principle: Peer-Preservation in Multi-Agent LLM Systems and Its Implications for Orchestrated Democratic Discourse Analysis
Apr 9, 2026 · Citations: 0
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- OVS-DINO: Open-Vocabulary Segmentation via Structure-Aligned SAM-DINO with Language Guidance
Apr 9, 2026 · Citations: 0
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