BetterBench:AssessingAIBenchmarks,UncoveringIssues,andEstablishingBestPractices
AI models are increasingly prevalent in high-stakes environments, necessitating thorough assessment
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DataWatermarkingforSequentialRecommenderSystems
In the era of large foundation models, data has become a crucial component for building high-perform
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MindForge:EmpoweringEmbodiedAgentswithTheoryofMindforLifelongCollaborativeLearning
Contemporary embodied agents, such as Voyager in Minecraft, have demonstrated promising capabilities
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NarrativeInformationTheory
We propose an information-theoretic framework to measure narratives, providing a formalism to unders
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Signformerisallyouneed:TowardsEdgeAIforSignLanguage
Sign language translation, especially in gloss-free paradigm, is confronting a dilemma of impractica
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TheIllusionofEmpathy:HowAIChatbotsShapeConversationPerception
As AI chatbots become more human-like by incorporating empathy, understanding user-centered percepti
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TheGame-TheoreticSymbiosisofTrustandAIinNetworkedSystems
This chapter explores the symbiotic relationship between Artificial Intelligence (AI) and trust in n
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GenAIAssistanceforDeepReinforcementLearning-basedVNFPlacementandSFCProvisioningin5GCores
Virtualization technology, Network Function Virtualization (NFV), gives flexibility to communication
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TowardsFairnessinAIforMelanomaDetection:SystemicReviewandRecommendations
Early and accurate melanoma detection is crucial for improving patient outcomes. Recent advancements
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DeclareandJustify:ExplicitassumptionsinAIevaluationsarenecessaryforeffectiveregulation
As AI systems advance, AI evaluations are becoming an important pillar of regulations for ensuring s
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ConversationalMedicalAI:ReadyforPractice
The shortage of doctors is creating a critical squeeze in access to medical expertise. While convers
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Lucia:ATemporalComputingPlatformforContextualIntelligence
The rapid evolution of artificial intelligence, especially through multi-modal large language models
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EducationintheEraofNeurosymbolicAI
Education is poised for a transformative shift with the advent of neurosymbolic artificial intellige
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AI-EmpoweredHumanResearchIntegratingBrainScienceandSocialSciencesInsights
This paper explores the transformative role of artificial intelligence (AI) in enhancing scientific
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ASurveyofFinancialAI:Architectures,AdvancesandOpenChallenges
Financial AI empowers sophisticated approaches to financial market forecasting, portfolio optimizati
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Generating3D-ConsistentVideosfromUnposedInternetPhotos
We address the problem of generating videos from unposed internet photos. A handful of input images
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HF-Diff:High-FrequencyPerceptualLossandDistributionMatchingforOne-StepDiffusion-BasedImageSuper-Resolution
Although recent diffusion-based single-step super-resolution methods achieve better performance as c
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QuantumAttentionforVisionTransformersinHighEnergyPhysics
We present a novel hybrid quantum-classical vision transformer architecture incorporating quantum or
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ProcurementAuctionsviaApproximatelyOptimalSubmodularOptimization
We study procurement auctions, where an auctioneer seeks to acquire services from strategic sellers
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DysonBrownianmotionandrandommatrixdynamicsofweightmatricesduringlearning
During training, weight matrices in machine learning architectures are updated using stochastic grad
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