MongoDB - Build AI That Scales
Mini toolsPapers
Filter by company
-
GLASS: Graph and Vision-Language Assisted Semantic Shape CorrespondenceFondazione Bruno Kessler, Laboratory for Artificial Intelligence, The Hong Kong Polytechnic University, University of Technology Sydney
-
Compressed Proximal Federated Learning for Non-Convex Composite Optimization on Heterogeneous DataSun Yat-sen University, Tsinghua University, University of Victoria
-
Partial Differential Equations in the Age of Machine Learning: A Critical Synthesis of Classical, Machine Learning, and Hybrid MethodsFriedrich-Schiller-Universität Jena, University of Bergen, University of Oslo
-
Scaling Test-Time Robustness of Vision-Language Models via Self-Critical Inference FrameworkChinese Academy of Sciences, Tongji University, University of Chinese Academy of Sciences
-
Ref-DGS: Reflective Dual Gaussian SplattingChinese Academy of Sciences, Chongqing University, King Abdullah University of Science and Technology (KAUST)
-
AI-Driven Phase Identification from X-ray Hyperspectral Imaging of cycled Na-ion Cathode MaterialsCentre national de la recherche scientifique, Université de Bordeaux
-
FusionRegister: Every Infrared and Visible Image Fusion Deserves RegistrationJiangnan University, Suzhou University of Science and Technology
-
Memory for Autonomous LLM Agents:Mechanisms, Evaluation, and Emerging Frontiers
-
Beyond Surrogates: A Quantitative Analysis for Inter-Metric RelationshipsState Key Laboratory of Cognitive Intelligence, University of Science and Technology of China
-
A Primer on Evolutionary Frameworks for Near-Field Multi-Source LocalizationKTH Royal Institute of Technology, Mid Sweden University
-
Mitigating the Memory Bottleneck with Machine Learning-Driven and Data-Aware Microarchitectural TechniquesETH Zurich
-
UniUncer: Unified Dynamic Static Uncertainty for End to End DrivingRensselaer Polytechnic Institute, Tsinghua University
-
FrameVGGT: Frame Evidence Rolling Memory for streaming VGGTThe University of Tokyo
-
RoboPCA: Pose-centered Affordance Learning from Human Demonstrations for Robot ManipulationChinese Academy of Sciences, University of Chinese Academy of Sciences
-
Compressed-Domain-Aware Online Video Super-ResolutionBeijing Institute of Technology
-
Learning Context-Adaptive Motion Priors for Masked Motion Diffusion Models with Efficient Kinematic Attention AggregationHong Kong Baptist University
-
Global Convergence of Average Reward Constrained MDPs with Neural Critic and General Policy ParameterizationPurdue University, University of Maryland
-
EDMFormer: Genre-Specific Self-Supervised Learning for Music Structure SegmentationUniversity of Waterloo
-
TDM-R1: Reinforcing Few-Step Diffusion Models with Non-Differentiable RewardHong Kong University of Science and Technology, The Chinese University of Hong Kong
-
Step-Size Decay and Structural Stagnation in Greedy Sparse LearningColegio Universitario de Estudios Financieros
-
PARSE: Part-Aware Relational Spatial ModelingShanghaiTech University
-
Deep Incentive Design with Differentiable Equilibrium BlocksETH Zurich
-
VoiceSHIELD-Small: Real-Time Malicious Speech Detection and Transcription
-
YAQIN: Culturally Sensitive, Agentic AI for Mental Healthcare Support Among Muslim Women in the UKDyson School of Design Engineering,
-
Reverse Distillation: Consistently Scaling Protein Language Model RepresentationsDuke University, Flatiron Institute
-
Clear, Compelling Arguments: Rethinking the Foundations of Frontier AI Safety CasesUKRI Centre for Doctoral Training in Safe AI Systems
-
Rigidity in LLM Bandits with Implications for Human-AI DyadsDublin City University, Insight Research Ireland Centre for Data Analytics
-
A Lightweight MPC Bidding Framework for Brand Auction Ads
-
A Novel Multi-Agent Architecture to Reduce Hallucinations of Large Language Models in Multi-Step Structural ModelingHBC Engineering / Hunan University, Lehigh University, University of Illinois Chicago, University of Miami
-
Large Language Model for Discrete Optimization Problems: Evaluation and Step-by-step ReasoningChongqing Normal University, Southeast University
-
Hide and Find: A Distributed Adversarial Attack on Federated Graph LearningMinistry of Education Key Laboratory of Intelligent Networks and Network Security, Shaanxi Province Key Laboratory of Big Data Knowledge Engineering, Xi'an Jiaotong University
-
3ViewSense: Spatial and Mental Perspective Reasoning from Orthographic Views in Vision-Language ModelsChongqing University, Tsinghua University
-
Uncertainty-Gated Generative ModelingCornell University, University of California, Berkeley
-
Whitening Reveals Cluster Commitment as the Geometric Separator of Hallucination Types
-
AR2-4FV: Anchored Referring and Re-identification for Long-Term Grounding in Fixed-View VideosHong Kong University of Science and Technology
-
DECADE: A Temporally-Consistent Unsupervised Diffusion Model for Enhanced Rb-82 Dynamic Cardiac PET Image DenoisingSiemens Medical Solutions USA / Bern University Hospital, University of Bern, Yale School of Medicine, Yale University
-
Gated Adaptation for Continual Learning in Human Activity RecognitionArizona State University, University of Texas
-
Using GPUs And LLMs Can Be Satisfying for Nonlinear Real Arithmetic ProblemsRWTH Aachen University
-
QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment AnalysisLeiden Institute of Advanced Computer Science, Leiden University, Leiden University Medical Center, Manchester Metropolitan University
-
MedQ-Deg: A Multidimensional Benchmark for Evaluating MLLMs Across Medical Image Quality DegradationsFudan University, Imperial College London, Shanghai AI Lab, Shanghai Jiao Tong University
-
Toward Epistemic Stability: Engineering Consistent Procedures for Industrial LLM Hallucination Reduction
-
ArcLight: A Lightweight LLM Inference Architecture for Many-Core CPUsHarbin Institute of Technology, Tsinghua University
-
Geometric Knowledge-Assisted Federated Dual Knowledge Distillation Approach Towards Remote Sensing Satellite ImageryAalborg University, Konkuk University, Noakhali Science and Technology University, Sungkyunkwan University, University of Houston, University of Michigan
-
Parameterized Brushstroke Style TransferClemson University
-
Breaking Training Bottlenecks: Effective and Stable Reinforcement Learning for Coding ModelsMicrosoft Research, Princeton University, University of Cambridge
-
Lindbladian Learning with Neural Differential EquationsQuside, Quantum Motion, Qilimanjaro Quantum Tech / Catalan Institution for Research and Advanced Studies, CIC nanoGUNE Consolider, Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology
-
Scaling Data Difficulty: Improving Coding Models via Reinforcement Learning on Fresh and Challenging ProblemsMicrosoft Research, University of Cambridge
-
ProgAgent:A Continual RL Agent with Progress-Aware RewardsUniversity of California San Diego
-
OrdinalBench: A Benchmark Dataset for Diagnosing Generalization Limits in Ordinal Number Understanding of Vision-Language ModelsKyoto Sangyo University
-
Vision Transformers that Never Stop LearningINFIFORCE Intelligent Technology / Technische Universität Dresden, The Chinese University of Hong Kong, The Hong Kong Polytechnic University
