arXiv Artificial IntelligenceCuriosity-Diffuser: Curiosity Guide Diffusion Models for Reliability
arXiv:2503.14833v2 Announce Type: replace-cross Abstract: One of the bottlenecks in robotic intelligence is…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceLarge-Small Model Collaboration for Enhancing Edge-Deployed Small Models
arXiv:2503.10367v2 Announce Type: replace-cross Abstract: Edge devices host domain-specific small language…
arXiv Artificial IntelligenceOn The Suitability of Differential Dataflow For Datalog Interpretation In Highly Dynamic Settings
arXiv:2308.04214v2 Announce Type: replace-cross Abstract: In the domain of knowledge representation and…
arXiv Artificial IntelligenceLong-term Measurements: Towards a Longitudinal Understanding of Human-AI Interactions
arXiv:2608.02491v2 Announce Type: replace Abstract: Language models have taken on the role of a very new type…
arXiv Artificial IntelligenceMamba with Hierarchical Memory: Solving Representation Bottleneck in Long Sequence Modeling
arXiv:2608.02347v2 Announce Type: replace Abstract: Recurrent linear attention models (RLAs) such as Mamba…
arXiv Artificial IntelligenceInstruction-Conditioned Exploration for Reinforcement Learning with Self-Distillation to an Unconditioned Policy
arXiv:2608.02087v2 Announce Type: replace Abstract: Post-training Large Language Models (LLMs) with…
arXiv Artificial IntelligenceHALT: Verification-Aware Stopping for Retrieval-Augmented Search Agents
arXiv:2608.02009v2 Announce Type: replace Abstract: Retrieval-augmented search agents answer multi-hop…
arXiv Artificial IntelligenceMemSIF: From Structured Interactions to Dual-Track Fact Memory for LLM Agents
arXiv:2608.01742v2 Announce Type: replace Abstract: Long-term memory is critical for LLM agents operating…
arXiv Artificial IntelligenceRisk Is Not the Target: A Monotonic Framework for Evaluating Wildfire Operational Risk Signals
arXiv:2607.21597v2 Announce Type: replace Abstract: Evaluating wildfire risk systems using standard…
arXiv Artificial IntelligenceBeyond Semantic Equivalence: Logical Graphs for LLM Uncertainty Quantification
arXiv:2607.16868v2 Announce Type: replace Abstract: Large Language Models often produce confidently stated…
arXiv Artificial IntelligenceTheory-Level Autoformalization: From Isolated Statements to Unified Formal Knowledge Bases
arXiv:2607.13292v2 Announce Type: replace Abstract: Autoformalization translates informal natural language…
arXiv Artificial IntelligenceNecessary, Decodable and Reversible, Yet Not Transferable: A Stress Test for Attention-Head Role Claims
arXiv:2606.08292v2 Announce Type: replace Abstract: Mechanistic studies often assign a component a role when…
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