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Applications

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DQS: A Low-Budget Query Strategy for Enhancing Unsupervised Data-driven Anomaly Detection Approaches***Lights, inference, action…*** I’m so happy to share that @sequoia has led the Seed in @previewio. Developers are flying in magical AI-nat…Self-Knowledge Retrieval Augmented Generation Framework for Patent MatchingAerial Layouting: Design and Control of a Compliant and Actuated End-Effector for Precise In-flight Marking on CeilingsFACT: Failure-Aware Causal Training for World-Action ModelsWho Gets Heeded? An Obligation-Level Audit of Responsiveness in EPA RulemakingJitTrack: Onboard Multi-Object Tracking Against Viewpoint Jitter for Agile UAVsGARLIC: Graph Attention-based Relational Learning of Multivariate Time Series in Intensive CareRetrieval-Augmented Vision Foundation Models for Robust Leukemia Cell Classification across Multiple Microscopy DatasetsWhen Your State Estimator Has Lost The Plot: Detecting Estimator Failures Via Spectral AnalysisREATS: LLM Reasoning-based Ensemble Learning for Adaptive Time Series ForecastingDistributional Uncertainty and Adaptive Decision-Making in System Co-designAssessing Reliability of BERT-Based Models on Question Answering TasksA second-order theory of texture for depth from focusWhen Repository Labels Are Not Image-Level Truth: A Supervision Auditing Framework for Chest Radiograph AINavigating in Uncertain Environments with Heterogeneous VisibilityDualSpectralCF: Training-Free Sign-Aware Spectral Collaborative FilteringMazzikaAI: A knowledge-based performance-to-prompt compiler for real-time Arabic maqam accompaniment with a streaming text-to-music modelA Cost-Efficient Routing Pipeline for Multilingual Short-Text Classification Using Small Language ModelsBayesian Federated Cause-of-Death Classification and Quantification Under Distribution ShiftReal-World Cooperative Bimanual Dexterous Grasp of Large Objects from Single-View ObservationsDeep Learning-Based Statistical Downscaling of Sea Surface Temperature Using a Residual Corrective Neural NetworkMammoMix: Leveraging Mixture of Experts for Robust Mammogram Breast DetectionCovert Visual Prompt Injection against Commercial Multimodal Large Language ModelsA Single Atom in Front of a Mirror is a Universal Reservoir ComputerPolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular RoomsCasDeblurGS: Cascaded 2D-to-3D Multi-View Consistency for 3D Gaussian Splatting from Two Blurry ImagesThe GenAI Catch-22: Use of Generative Artificial Intelligence in Norwegian Newsrooms During the 2025 Parliamentary ElectionBREAD: Baseline-Referenced Explanations for Anomaly DiagnosisCADET: Context-Conditioned Ads CTR Prediction With a Decoder-Only TransformerQuantifying the noise sensitivity of the Wasserstein metric for imagesConVAWG: A Retrieval-Grounded Framework for Controlled Synthetic Dialogue Generation in Violence Against Women and GirlsA Systematic Sample Size Analysis of ML-Based Path Loss Prediction for LPWANA Comparative Evaluation of Deep Learning Object Detection Models on a Real-World Multi-Plant Dataset from AfricaEvidence-Based Scientific Question Discovery: A Framework with Historical BacktestingPrecise Top-Layer Fabric Segmentation for Fabric Destacking with Edge- and Shape-Aware Deep NetworksClosing a 17-Year Gap: Algorithmic Detection and Empirical Prevalence of Rank Reversal in Multi-Criteria Decision AnalysisGraphical Models of False Information and Fact Checking EcosystemsImproving TensorSketch Using Complex Random VariablesQuantifying Membership Disclosure Risk for Tabular Synthetic Data Using Kernel Density EstimatorsUniversal or Language-Family-Specific Script Unification for Cross-Lingual Transfer? A Case Study on Turkic LanguagesHierarchical rank-evolving representation for physics-informed neural networksTDMA Based Communications Control Co-Design for Cooperative Carrying: Delay Calibration and Sampling-Rate OptimizationView-Adaptive Renderer for View-Consistent 2D-to-3D GenerationReal-Time Climate Risk Assessment for Supply Chain Resilience: A Data-Driven Nowcasting Framework for Colombian AgricultureConsilience for Verifier-Free Test-Time ScalingPreGress: Ranking-Native Pre-training and Prompting for Graph Node RankingHuman-Guided Causal Knowledge Injection for Virtual CellsSparse Attention to Emotion: Efficient Facial Emotion Recognition via Token ReductionTowards Adaptive Super-Resolution and Quality Assessment via Test-Time AdaptationDeep probabilistic logic programming for diagnostic reasoning from incomplete information: A case study in stroke detectionDoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi SensingLeveraging the frontier ecosystem We work with neolabs like @trajectorylabs and @EngramLab and inference + post-training infra providers lik…Search over the Visual World: Persistent Visual Memory, Layered Indexes, and Source-Grounded EvidenceThree Generations of Healthcare IT: From the Digital Record to the Computable Care ProcessSnowflake moves enterprise AI beyond fragmented data pipelinesEmbedding Initialization for Unseen Low-resource Languages in Multilingual NMT: A Case Study on Limbum-English TranslationTracing sources of epistemic uncertainty in deep learning predictions: homo- and hetero-scedastic linearized estimatorsLineGraph2Road: Structural Graph Reasoning on Line Graphs for Road Network ExtractionAirFlow: Context Preserving and Multi-Rate State Modeling for Air Quality ForecastingCarnot: Interpretable, Interactive, and Optimized Execution of Deep Research QueriesHybrid Neural-Classical Correction for Frozen Time Series Foundation Models: A Comprehensive Ablation Study on High-Frequency Stock PredictionRethink Before You Execute: Adaptive Execution for World Action ModelsBRUCE: Benchmarking Robustness Under Corruption Escalation for Scientific Vision-Language ReasoningGround-Truth Neighborhood Regularization for Reinforcement Learning Post-Training of Time Series Foundation ModelsH2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation SystemV-Simba: Unleashing the Architectural Potential of RL in Visual Continuous ControlControlRadio: Prompt-Driven Controllable Diffusion for Cross-Modal Radio Map GenerationUltraconstructive Model Theory via Bounded Adversarial Finite StructuresAnalogical Learning for Cross-Scenario Generalization: Framework and Application to Intelligent LocalizationMotion-Aware Animatable Gaussian Avatars DeblurringDecision-Focused Learning in Network Interdiction GamesHow ONESTRUCTION built the Ishigaki-IDS foundation model with AWS GenAIICEvTrajGS: Accurate and Efficient 3D Gaussian Splatting from Unposed Event StreamsReading Cognition as Decisions Unfold in Words: A Factorized Inverse Decision ModelMeanSR: Restoration Trajectory Learning for One-Step Perceptual Super-ResolutionProtecting patient privacy in clinical foundation models: Technical and legal perspectivesMetadata Reconstruction from Values Alone: Recovering Column Semantics in Undocumented WarehousesLength-MAX Tokenizer for Language ModelsAccurate but Natural? Diagnosing Grammatical and Idiomatic Gaps in Japanese EFL WritingLatent World Models with Monotone Planning Costs for Image-Goal NavigationEmbedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text GenerationBackward Compatibility in Tree-Based Explanations and Enhanced CART AlgorithmNTIRE 2026 Low-light Enhancement: Twilight Cowboy ChallengeConMem: Contribution-Aware Memory for Long-Horizon Manufacturing Inspection LogsGeoAI-based post-segmentation quality validation of building footprints via spatial feature engineeringBridging the Gap Between Semantics and Reconstruction:Unifying Sign Language Translation and ProductionExploring LLM Capabilities for Situational Understanding and COLREG compliance on real-world maritime navigation scenariosPreserve More Details: Mitigating Content Drift in Real-World Image Super-ResolutionSHRIMP: Iterative Refinement of Robot Task Plans