MongoDB - Build AI That Scales
Mini toolsPapers
Filter by company
-
Learning to Solve Orienteering Problem with Time Windows and Variable Profits
-
Mind the Gap: Pitfalls of LLM Alignment with Asian Public OpinionIndian Institute of Information Technology, Indian Institute of Technology Kharagpur, International Institute of Information Technology Hyderabad
-
ODD-SEC: Onboard Drone Detection with a Spinning Event CameraHunan University
-
HiPP-Prune: Hierarchical Preference-Conditioned Structured Pruning for Vision-Language ModelsUniversity of Bristol, University Paris-Saclay
-
Agentic retrieval-augmented reasoning reshapes collective reliability under model variability in radiology question answeringFriedrich-Alexander-Universität Erlangen-Nürnberg, RWTH Aachen University, Stanford University, Technical University of Munich, University Hospital Erlangen
-
Looking Through Glass BoxAthens University of Economics and Business
-
Stem: Rethinking Causal Information Flow in Sparse Attention
-
Spectral and Trajectory Regularization for Diffusion Transformer Super-Resolution
-
Artificial Intelligence for Climate Adaptation: Reinforcement Learning for Climate Change-Resilient TransportTechnical University of Denmark, University of Galway
-
Can we Trust Unreliable Voxels? Exploring 3D Semantic Occupancy Prediction under Label NoiseHunan University, Karlsruhe Institute of Technology, Sofia University, Tongji University
-
Attribute Distribution Modeling and Semantic-Visual Alignment for Generative Zero-shot LearningQilu University of Technology, Southeast University
-
Learning Unbiased Cluster Descriptors for Interpretable Imbalanced Concept Drift DetectionGuangdong University of Technology, Hong Kong Baptist University, Xiamen University
-
Enhancing SHAP Explainability for Diagnostic and Prognostic ML Models in Alzheimer DiseaseMIU City University Miami, The Research Institute for Innovation & Technology in Education
-
Learning Where the Physics Is: Probabilistic Adaptive Sampling for Stiff PDEsIndian Institute of Technology
-
FlowMotion: Training-Free Flow Guidance for Video Motion TransferHong Kong University of Science and Technology, Zhejiang University
-
The EpisTwin: A Knowledge Graph-Grounded Neuro-Symbolic Architecture for Personal AIPolitecnico di Bari, Universita degli Studi della Tuscia
-
Enhanced Protein Intrinsic Disorder Prediction Through Dual-View Multiscale Features and Multi-objective Evolutionary AlgorithmNortheastern University, China
-
3D CBCT Artefact Removal Using Perpendicular Score-Based Diffusion ModelsState Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, University of Basel, University of Campinas
-
DEX-AR: A Dynamic Explainability Method for Autoregressive Vision-Language Models
-
Polarized Direct Cross-Attention Message Passing in GNNs for Machinery Fault DiagnosisChina University of Petroleum-Beijing
-
Continual Adaptation for Pacific Indigenous Speech RecognitionThe University of Melbourne, The University of New South Wales
-
Latent Transfer Attack: Adversarial Examples via Generative Latent Spaces
-
WMoE-CLIP: Wavelet-Enhanced Mixture-of-Experts Prompt Learning for Zero-Shot Anomaly DetectionSun Yat-sen University
-
Gradient-based Nested Co-Design of Aerodynamic Shape and Control for Winged RobotsÉcole Polytechnique Fédérale de Lausanne
-
From Entropy to Calibrated Uncertainty: Training Language Models to Reason About UncertaintyGerman Cancer Research Center, Goethe-Universität
-
P-SLCR: Unsupervised Point Cloud Semantic Segmentation via Prototypes Structure Learning and Consistent ReasoningNational University of Defense Technology
-
The Art That Poses Back: Assessing AI Pastiches after Contemporary ArtworksUniversity of Bucharest
-
Diversity-Aware Adaptive Collocation for Physics-Informed Neural Networks via Sparse QUBO Optimization and Hybrid Coresets
-
Prediction of Steady-State Flow through Porous Media Using Machine Learning ModelsImperial College London
-
Metalearning traffic assignment for network disruptions with graph convolutional neural networksTechnical University of Denmark
-
Structured Exploration vs. Generative Flexibility: A Field Study Comparing Bandit and LLM Architectures for Personalised Health Behaviour InterventionsLudwig Boltzmann Institute for Digital Health and Prevention, Stanford University, University of Toronto
-
WorldCache: Accelerating World Models for Free via Heterogeneous Token CachingChinese Academy of Sciences, ETH Zurich, Fuzhou University, Technical University of Munich, The City University of New York, University of Chinese Academy of Sciences
-
SAHOO: Safeguarded Alignment for High-Order Optimization Objectives in Recursive Self-Improvement
-
AI End-to-End Radiation Treatment Planning Under One Second
-
K-MaT: Knowledge-Anchored Manifold Transport for Cross-Modal Prompt Learning in Medical ImagingUniversity of Bonn
-
Transparent AI for Mathematics: Transformer-Based Large Language Models for Mathematical Entity Relationship Extraction with XAIUniversity of Frontier Technology
-
MoEless: Efficient MoE LLM Serving via Serverless ComputingStevens Institute of Technology, University of Maryland College Park
-
Dynamic Chunking Diffusion Transformer
-
Frequency-Separable Hamiltonian Neural Network for Multi-Timescale DynamicsPrinceton University
-
LATO: 3D Mesh Flow Matching with Structured TOpology Preserving LAtents
-
Tiny, Hardware-Independent, Compression-based Classification
-
CLAIRE: Compressed Latent Autoencoder for Industrial Representation and Evaluation -- A Deep Learning Framework for Smart ManufacturingBirmingham City University, New Jersey Institute of Technology
-
Computer vision-based estimation of invertebrate biomassAarhus University, Finnish Environment Institute, University of Duisburg-Essen, University of Jyväskylä
-
HiDE: Hierarchical Dictionary-Based Entropy Modeling for Learned Image CompressionHohai University, Nanjing Audit University, Nanjing University, Nanjing University of Aeronautics and Astronautics
-
ESAA-Security: An Event-Sourced, Verifiable Architecture for Agent-Assisted Security Audits of AI-Generated Code
-
OralGPT-Plus: Learning to Use Visual Tools via Reinforcement Learning for Panoramic X-ray AnalysisChinese Academy of Sciences, Hong Kong University of Science and Technology, Peking University, Shanghai Jiao Tong University, Shenzhen University, The University of Hong Kong
-
Adaptive Lipschitz-Free Conditional Gradient Methods for Stochastic Composite Nonconvex OptimizationShenzhen University of Advanced Technology
-
Rewis3d: Reconstruction Improves Weakly-Supervised Semantic SegmentationETH Zurich, Max Planck Institute for Informatics, Saarland University
-
Failure Detection in Chemical Processes using Symbolic Machine Learning: A Case Study on Ethylene Oxidation
-
MoEMambaMIL: Structure-Aware Selective State Space Modeling for Whole-Slide Image AnalysisFudan University, Tongji University
