MongoDB - Build AI That Scales
Mini toolsPapers
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Clinician input steers frontier AI models toward both accurate and harmful decisions
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LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels
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MRGeo: Robust Cross-View Geo-Localization of Corrupted Images via Spatial and Channel Feature Enhancement
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SDF-Net: Structure-Aware Disentangled Feature Learning for Opticall-SAR Ship Re-identification
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CA-HFP: Curvature-Aware Heterogeneous Federated Pruning with Model Reconstruction
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Early Pruning for Public Transport Routing
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Maximizing Incremental Information Entropy for Contrastive Learning
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Swap-guided Preference Learning for Personalized Reinforcement Learning from Human Feedback
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Optimize Wider, Not Deeper: Consensus Aggregation for Policy Optimization
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MIBench: Evaluating LMMs on Multimodal Interaction
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Feynman: Knowledge-Infused Diagramming Agent for Scalable Visual Designs
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Neural Gate: Mitigating Privacy Risks in LVLMs via Neuron-Level Gradient Gating
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A Prediction-as-Perception Framework for 3D Object Detection
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A2Z-10M+: Geometric Deep Learning with A-to-Z BRep Annotations for AI-Assisted CAD Modeling and Reverse Engineering
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EvoClaw: Evaluating AI Agents on Continuous Software Evolution
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Mastering Negation: Boosting Grounding Models via Grouped Opposition-Based Learning
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CarPLAN: Context-Adaptive and Robust Planning with Dynamic Scene Awareness for Autonomous Driving
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FastDSAC: Unlocking the Potential of Maximum Entropy RL in High-Dimensional Humanoid Control
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A Deformable Attention-Based Detection Transformer with Cross-Scale Feature Fusion for Industrial Coil Spring Inspection
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Dynamic Sparse Attention: Access Patterns and Architecture
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Literary Narrative as Moral Probe : A Cross-System Framework for Evaluating AI Ethical Reasoning and Refusal Behavior
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When Drafts Evolve: Speculative Decoding Meets Online Learning
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Human-AI Collaborative Autonomous Experimentation With Proxy Modeling for Comparative Observation
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Prompt-Driven Lightweight Foundation Model for Instance Segmentation-Based Fault Detection in Freight Trains
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VLM4Rec: Multimodal Semantic Representation for Recommendation with Large Vision-Language Models
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Batched Kernelized Bandits: Refinements and Extensions
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Towards unified brain-to-text decoding across speech production and perception
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The Economics of AI Supply Chain Regulation
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Spend Less, Reason Better: Budget-Aware Value Tree Search for LLM Agents
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Adaptive Diffusion Posterior Sampling for Data and Model Fusion of Complex Nonlinear Dynamical Systems
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Weakly Time-Coupled Approximation of Markov Decision Processes
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Using a Human-AI Teaming Approach to Create and Curate Scientific Datasets with the SCILIRE System
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RoboStereo: Dual-Tower 4D Embodied World Models for Unified Policy Optimization
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Self-Supervised Speech Models Encode Phonetic Context via Position-dependent Orthogonal Subspaces
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UE5-Forest: A Photorealistic Synthetic Stereo Dataset for UAV Forestry Depth Estimation
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LightMoE: Reducing Mixture-of-Experts Redundancy through Expert Replacing
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98$\times$ Faster LLM Routing Without a Dedicated GPU: Flash Attention, Prompt Compression, and Near-Streaming for the vLLM Semantic Router
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LR-SGS: Robust LiDAR-Reflectance-Guided Salient Gaussian Splatting for Self-Driving Scene Reconstruction
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From Sparse to Dense: Multi-View GRPO for Flow Models via Augmented Condition Space
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Sobolev--Ricci Curvature
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VGGT-World: Transforming VGGT into an Autoregressive Geometry World Model
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VFM-Recon: Unlocking Cross-Domain Scene-Level Neural Reconstruction with Scale-Aligned Foundation Priors
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Continual Learning in Large Language Models: Methods, Challenges, and Opportunities
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AVION: Aerial Vision-Language Instruction from Offline Teacher to Prompt-Tuned Network
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CHIMERA-Bench: A Benchmark Dataset for Epitope-Specific Antibody Design
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Learning Geometric and Photometric Features from Panoramic LiDAR Scans for Outdoor Place Categorization
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From Text to Forecasts: Bridging Modality Gap with Temporal Evolution Semantic Space
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Spatial Transcriptomics as Images for Large-Scale Pretraining
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RetroReasoner: A Reasoning LLM for Strategic Retrosynthesis Prediction
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Marker-Based 3D Reconstruction of Aggregates with a Comparative Analysis of 2D and 3D Morphologies
