arXiv Artificial IntelligenceLayerwise goal-oriented adaptivity for neural ODEs: an optimal control perspective
arXiv:2601.07397v2 Announce Type: replace-cross Abstract: In this work, we propose a novel layerwise adaptive…
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Artificial Intelligence News
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arXiv Artificial IntelligencearXiv Artificial IntelligenceReMIND: Orchestrating Modular Large Language Models for Controllable Serendipity A REM-Inspired System Design for Emergent Creative Ideation
arXiv:2601.07121v3 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly used…
arXiv Artificial IntelligenceTGIF: Text-Guided Layer Fusion Mitigates Hallucination in Multimodal LLMs
arXiv:2601.03100v3 Announce Type: replace-cross Abstract: Multimodal large language models (MLLMs) typically…
arXiv Artificial IntelligenceMesh-Attention: A New Communication-Efficient Distributed Attention with Improved Data Locality
arXiv:2512.20968v2 Announce Type: replace-cross Abstract: Distributed attention is essential for scaling…
arXiv Artificial IntelligenceBounding Hallucinations: Merlin-Arthur Protocols for Mutual-Information Bounds in Language Models
arXiv:2512.11614v3 Announce Type: replace-cross Abstract: Retrieval-augmented generation (RAG) relies on…
arXiv Artificial IntelligenceThe Theory of Strategic Evolution: Games with Endogenous Players and the Seven Laws of Strategic Replicators
arXiv:2512.07901v4 Announce Type: replace-cross Abstract: Von Neumann founded both game theory and the theory…
arXiv Artificial IntelligenceMultilingual Agent-Based World Modeling for Social Science
arXiv:2512.07195v2 Announce Type: replace-cross Abstract: Multi-agent role-playing has recently shown promise…
arXiv Artificial IntelligenceBeyond Pixels: Benchmarking and Reward-Based Assessing Framework for Visual Spatial Aesthetics
arXiv:2512.05098v2 Announce Type: replace-cross Abstract: In recent years, Image Quality Assessment (IQA) for…
arXiv Artificial IntelligenceLength-MAX Tokenizer for Language Models
arXiv:2511.20849v2 Announce Type: replace-cross Abstract: We introduce a new tokenizer for language models…
arXiv Artificial IntelligenceAutomating Deception: Scalable Multi-Turn LLM Jailbreaks
arXiv:2511.19517v3 Announce Type: replace-cross Abstract: Multi-turn conversational attacks, which leverage…
arXiv Artificial IntelligenceTowards Realistic Guarantees: A Probabilistic Certificate for SmoothLLM
arXiv:2511.18721v4 Announce Type: replace-cross Abstract: The SmoothLLM defense provides a certification…
arXiv Artificial IntelligenceVCU-Bridge: Hierarchical Visual Connotation Understanding via Semantic Bridging
arXiv:2511.18121v2 Announce Type: replace-cross Abstract: While Multimodal Large Language Models (MLLMs)…
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