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Forschung & Analyse

Forschung & Analyse

Detaillierte Forschungsarbeiten, Fallstudien, Umfragen und akademische Einblicke zu Finanzen und Technologie

Artikel

178

Aktualisiert

23. April 2026

Kategorie

RESEARCH

Weitere Artikel

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SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation

22. Apr.
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Global Offshore Wind Infrastructure: Deployment and Operational Dynamics from Dense Sentinel-1 Time Series

22. Apr.
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FedSIR: Spectral Client Identification and Relabeling for Federated Learning with Noisy Labels

22. Apr.
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Closing the Domain Gap in Biomedical Imaging by In-Context Control Samples

22. Apr.
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AVISE: Framework for Evaluating the Security of AI Systems

22. Apr.
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UniT: Toward a Unified Physical Language for Human-to-Humanoid Policy Learning and World Modeling

21. Apr.
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Safe Continual Reinforcement Learning in Non-stationary Environments

21. Apr.
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Phase Transitions in the Fluctuations of Functionals of Random Neural Networks

21. Apr.
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Generalization at the Edge of Stability

21. Apr.
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FASTER: Value-Guided Sampling for Fast RL

21. Apr.
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When Can LLMs Learn to Reason with Weak Supervision?

20. Apr.
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Sessa: Selective State Space Attention

20. Apr.
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MathNet: a Global Multimodal Benchmark for Mathematical Reasoning and Retrieval

20. Apr.
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Bounded Ratio Reinforcement Learning

20. Apr.
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Agentic Forecasting using Sequential Bayesian Updating of Linguistic Beliefs

20. Apr.
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MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation

16. Apr.
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How Do LLMs and VLMs Understand Viewpoint Rotation Without Vision? An Interpretability Study

16. Apr.
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Generalization in LLM Problem Solving: The Case of the Shortest Path

16. Apr.
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Diagnosing LLM Judge Reliability: Conformal Prediction Sets and Transitivity Violations

16. Apr.
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Benchmarking Optimizers for MLPs in Tabular Deep Learning

16. Apr.
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Rhetorical Questions in LLM Representations: A Linear Probing Study

15. Apr.
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LongCoT: Benchmarking Long-Horizon Chain-of-Thought Reasoning

15. Apr.
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HiVLA: A Visual-Grounded-Centric Hierarchical Embodied Manipulation System

15. Apr.
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From $P(y|x)$ to $P(y)$: Investigating Reinforcement Learning in Pre-train Space

15. Apr.
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From Feelings to Metrics: Understanding and Formalizing How Users Vibe-Test LLMs

15. Apr.
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Visual Preference Optimization with Rubric Rewards

14. Apr.
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Representation geometry shapes task performance in vision-language modeling for CT enterography

14. Apr.
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PAL: Personal Adaptive Learner

14. Apr.
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Classical and Quantum Speedups for Non-Convex Optimization via Energy Conserving Descent

14. Apr.
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CLAD: Efficient Log Anomaly Detection Directly on Compressed Representations

14. Apr.
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Solving Physics Olympiad via Reinforcement Learning on Physics Simulators

13. Apr.
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Physics-Informed State Space Models for Reliable Solar Irradiance Forecasting in Off-Grid Systems

13. Apr.
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Detecting Safety Violations Across Many Agent Traces

13. Apr.
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C-ReD: A Comprehensive Chinese Benchmark for AI-Generated Text Detection Derived from Real-World Prompts

13. Apr.
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Budget-Aware Uncertainty for Radiotherapy Segmentation QA Using nnU-Net

13. Apr.
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Steerable Visual Representations

2. Apr.
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Grounded Token Initialization for New Vocabulary in LMs for Generative Recommendation

2. Apr.
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Beyond the Assistant Turn: User Turn Generation as a Probe of Interaction Awareness in Language Models

2. Apr.
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Batched Contextual Reinforcement: A Task-Scaling Law for Efficient Reasoning

2. Apr.
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ActionParty: Multi-Subject Action Binding in Generative Video Games

2. Apr.
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The Recipe Matters More Than the Kitchen:Mathematical Foundations of the AI Weather Prediction Pipeline

1. Apr.
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$\texttt{YC-Bench}$: Benchmarking AI Agents for Long-Term Planning and Consistent Execution

1. Apr.
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Multimodal Analysis of State-Funded News Coverage of the Israel-Hamas War on YouTube Shorts

1. Apr.
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LAtent Phase Inference from Short time sequences using SHallow REcurrent Decoders (LAPIS-SHRED)

1. Apr.
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HippoCamp: Benchmarking Contextual Agents on Personal Computers

1. Apr.
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Focal plane wavefront control with model-based reinforcement learning

1. Apr.
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Dual Optimal: Make Your LLM Peer-like with Dignity

1. Apr.
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Do Phone-Use Agents Respect Your Privacy?

1. Apr.
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CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery

1. Apr.
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Bridging Structured Knowledge and Data: A Unified Framework with Finance Applications

1. Apr.
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Tucker Attention: A generalization of approximate attention mechanisms

31. März
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The Triadic Cognitive Architecture: Bounding Autonomous Action via Spatio-Temporal and Epistemic Friction

31. März
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Reward-Based Online LLM Routing via NeuralUCB

31. März
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Automatic Identification of Parallelizable Loops Using Transformer-Based Source Code Representations

31. März
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Aligned, Orthogonal or In-conflict: When can we safely optimize Chain-of-Thought?

31. März
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Temporal Credit Is Free

30. März
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Stop Probing, Start Coding: Why Linear Probes and Sparse Autoencoders Fail at Compositional Generalisation

30. März
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Rethinking Language Model Scaling under Transferable Hypersphere Optimization

30. März
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On-the-fly Repulsion in the Contextual Space for Rich Diversity in Diffusion Transformers

30. März
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Geometry-aware similarity metrics for neural representations on Riemannian and statistical manifolds

30. März
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Vega: Learning to Drive with Natural Language Instructions

26. März
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Training the Knowledge Base through Evidence Distillation and Write-Back Enrichment

26. März
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PixelSmile: Toward Fine-Grained Facial Expression Editing

26. März
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PackForcing: Short Video Training Suffices for Long Video Sampling and Long Context Inference

26. März
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Drive My Way: Preference Alignment of Vision-Language-Action Model for Personalized Driving

26. März
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The Stochastic Gap: A Markovian Framework for Pre-Deployment Reliability and Oversight-Cost Auditing in Agentic Artificial Intelligence

25. März
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Retrieval Improvements Do Not Guarantee Better Answers: A Study of RAG for AI Policy QA

25. März
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Polynomial Speedup in Diffusion Models with the Multilevel Euler-Maruyama Method

25. März
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EndoVGGT: GNN-Enhanced Depth Estimation for Surgical 3D Reconstruction

25. März
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DreamerAD: Efficient Reinforcement Learning via Latent World Model for Autonomous Driving

25. März
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VISion On Request: Enhanced VLLM efficiency with sparse, dynamically selected, vision-language interactions

24. März
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ReqFusion: A Multi-Provider Framework for Automated PEGS Analysis Across Software Domains

24. März
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MedObvious: Exposing the Medical Moravec's Paradox in VLMs via Clinical Triage

24. März
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Failure of contextual invariance in gender inference with large language models

24. März
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Estimating Flow Velocity and Vehicle Angle-of-Attack from Non-invasive Piezoelectric Structural Measurements Using Deep Learning

24. März
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WorldCache: Content-Aware Caching for Accelerated Video World Models

23. März
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UniMotion: A Unified Framework for Motion-Text-Vision Understanding and Generation

23. März
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ThinkJEPA: Empowering Latent World Models with Large Vision-Language Reasoning Model

23. März
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End-to-End Training for Unified Tokenization and Latent Denoising

23. März
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3D-Layout-R1: Structured Reasoning for Language-Instructed Spatial Editing

23. März
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Spectrally-Guided Diffusion Noise Schedules

19. März
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Online Learning and Equilibrium Computation with Ranking Feedback

19. März
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NavTrust: Benchmarking Trustworthiness for Embodied Navigation

19. März
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FinTradeBench: A Financial Reasoning Benchmark for LLMs

19. März
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F2LLM-v2: Inclusive, Performant, and Efficient Embeddings for a Multilingual World

19. März
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Unified Spatio-Temporal Token Scoring for Efficient Video VLMs

18. März
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Toward Scalable Automated Repository-Level Datasets for Software Vulnerability Detection

18. März
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LoST: Level of Semantics Tokenization for 3D Shapes

18. März
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Loc3R-VLM: Language-based Localization and 3D Reasoning with Vision-Language Models

18. März
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AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse

18. März
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SparkVSR: Interactive Video Super-Resolution via Sparse Keyframe Propagation

17. März
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MessyKitchens: Contact-rich object-level 3D scene reconstruction

17. März
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ManiTwin: Scaling Data-Generation-Ready Digital Object Dataset to 100K

17. März
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Efficient Reasoning on the Edge

17. März
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Demystifing Video Reasoning

17. März
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The Latent Color Subspace: Emergent Order in High-Dimensional Chaos

12. März
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Spatial-TTT: Streaming Visual-based Spatial Intelligence with Test-Time Training

12. März
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SciMDR: Benchmarking and Advancing Scientific Multimodal Document Reasoning

12. März
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Matching Features, Not Tokens: Energy-Based Fine-Tuning of Language Models

12. März
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Examining Reasoning LLMs-as-Judges in Non-Verifiable LLM Post-Training

12. März
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V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generation

11. März
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Neural Field Thermal Tomography: A Differentiable Physics Framework for Non-Destructive Evaluation

11. März
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LiTo: Surface Light Field Tokenization

11. März
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Instruction set for the representation of graphs

11. März
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COMIC: Agentic Sketch Comedy Generation

11. März
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Understanding the Use of a Large Language Model-Powered Guide to Make Virtual Reality Accessible for Blind and Low Vision People

10. März
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Task Aware Modulation Using Representation Learning for Upsaling of Terrestrial Carbon Fluxes

10. März
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From Data Statistics to Feature Geometry: How Correlations Shape Superposition

10. März
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Emotional Modulation in Swarm Decision Dynamics

10. März
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BEACON: Language-Conditioned Navigation Affordance Prediction under Occlusion

10. März
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Scale Space Diffusion

9. März
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Impermanent: A Live Benchmark for Temporal Generalization in Time Series Forecasting

9. März
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Evaluating Financial Intelligence in Large Language Models: Benchmarking SuperInvesting AI with LLM Engines

9. März
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Agentic Critical Training

9. März
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A Multi-Objective Optimization Approach for Sustainable AI-Driven Entrepreneurship in Resilient Economies

9. März
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SUREON: A Benchmark and Vision-Language-Model for Surgical Reasoning

6. März
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SCOPE: Scene-Contextualized Incremental Few-Shot 3D Segmentation

6. März
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Fly360: Omnidirectional Obstacle Avoidance within Drone View

6. März
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BEVLM: Distilling Semantic Knowledge from LLMs into Bird's-Eye View Representations

6. März
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A recipe for scalable attention-based MLIPs: unlocking long-range accuracy with all-to-all node attention

6. März
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The Spike, the Sparse and the Sink: Anatomy of Massive Activations and Attention Sinks

5. März
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RoboPocket: Improve Robot Policies Instantly with Your Phone

5. März
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POET-X: Memory-efficient LLM Training by Scaling Orthogonal Transformation

5. März
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Cheap Thrills: Effective Amortized Optimization Using Inexpensive Labels

5. März
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Censored LLMs as a Natural Testbed for Secret Knowledge Elicitation

5. März
research

Voltage-Based Unsupervised Learning Framework for Bridge Damage Detection in Simultaneous Energy Harvesting and Sensing Systems

17. Nov.
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UnSAMv2: Self-Supervised Learning Enables Segment Anything at Any Granularity

17. Nov.
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Ultrafast propagation of magnon-polaritons

17. Nov.
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Tuning for Two Adversaries: Enhancing the Robustness Against Transfer and Query-Based Attacks using Hyperparameter Tuning

17. Nov.
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Toward Conversational Hungarian Speech Recognition: Introducing the BEA-Large and BEA-Dialogue Datasets

17. Nov.
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The Merkle Mountain Belt

17. Nov.
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Sub-Solar Mass Intermediate Mass Ratio Inspirals: Waveform Systematics and Detection Prospects with Gravitational Waves

17. Nov.
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Statistical and economic evaluation of forecasts in electricity markets: beyond RMSE and MAE

17. Nov.
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ST-ProC: A Graph-Prototypical Framework for Robust Semi-Supervised Travel Mode Identification

17. Nov.
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Scaling Spatial Intelligence with Multimodal Foundation Models

17. Nov.
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Quantum Machine Learning via Contrastive Training

17. Nov.
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Protein Secondary Structure Prediction Using 3D Graphs and Relation-Aware Message Passing Transformers

17. Nov.
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Person-AI Bidirectional Fit - A Proof-Of-Concept Case Study Of Augmented Human-Ai Symbiosis In Management Decision-Making Process

17. Nov.
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P1: Mastering Physics Olympiads with Reinforcement Learning

17. Nov.
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Market-Dependent Communication in Multi-Agent Alpha Generation

17. Nov.
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Making Evidence Actionable in Adaptive Learning Closing the Diagnostic Pedagogical Loop

17. Nov.
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LinkXplore: A Framework for Affordable High-Quality Blockchain Data

17. Nov.
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Learning stochasticity: a nonparametric framework for intrinsic noise estimation

17. Nov.
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Infinite-Horizon Optimal Control of Jump-Diffusion Models for Pollution-Dependent Disasters

17. Nov.
research

In-Situ Growth of Halide Perovskite Single Crystals and Thin Films on Optical Fiber End Facets

17. Nov.
research

Generalist Foundation Models Are Not Clinical Enough for Hospital Operations

17. Nov.
research

From Power to Precision: Learning Fine-grained Dexterity for Multi-fingered Robotic Hands

17. Nov.
research

From Black Box to Insight: Explainable AI for Extreme Event Preparedness

17. Nov.
research

Fairness-Aware Graph Representation Learning with Limited Demographic Information

17. Nov.
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Efficient Reconstruction of Matched-Filter SNR Time Series from Nearby Templates

17. Nov.
research

CBDC Stress Test in a Dual-Currency Setting

17. Nov.
research

Block Structure Preserving Model Order Reduction for A-EFIE Integral Equation Method

17. Nov.
research

Basis Immunity: Isotropy as a Regularizer for Uncertainty

17. Nov.
research

Automated Construction of Medical Indicator Knowledge Graphs Using Retrieval Augmented Large Language Models

17. Nov.
research

Artificial Intelligence-driven Intelligent Wearable Systems: A full-stack Integration from Material Design to Personalized Interaction

17. Nov.
research

Architectural Approaches to Fault-Tolerant Distributed Quantum Computing and Their Entanglement Overheads

17. Nov.
research

Alpha Divergence Losses for Biometric Verification

17. Nov.
research

A Lightweight 3D Anomaly Detection Method with Rotationally Invariant Features

17. Nov.
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Maximizing the efficiency of human feedback in AI alignment: a comparative analysis

16. Nov.
research

Sangam: Chiplet-Based DRAM-PIM Accelerator with CXL Integration for LLM Inferencing

15. Nov.
research

Open Banking Foundational Model: Learning Language Representations from Few Financial Transactions

15. Nov.
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High-Performance N-Queens Solver on GPU: Iterative DFS with Zero Bank Conflicts

15. Nov.
research

Determinants of financial and digital inclusion in West and Central Africa: Evidence from binary models with cross-validation

15. Nov.
research

How FinTech affects financial sustainability: Evidence from Chinese commercial banks using a three-stage network DEA-Malmquist model

4. Nov.
research

ScaleCall -- Agentic Tool Calling at Scale for Fintech: Challenges, Methods, and Deployment Insights

29. Okt.
research

Retrieval Augmented Generation (RAG) for Fintech: Agentic Design and Evaluation

29. Okt.
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Fin-Ally: Pioneering the Development of an Advanced, Commonsense-Embedded Conversational AI for Money Matters

29. Sept.
research

Agentic AI for Financial Crime Compliance

16. Sept.
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When FinTech Meets Privacy: Securing Financial LLMs with Differential Private Fine-Tuning

10. Sept.
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Distribution-valued Causal Machine Learning: Implications of Credit on Spending Patterns

3. Sept.
research

L-XAIDS: A LIME-based eXplainable AI framework for Intrusion Detection Systems

24. Aug.
research

Momentum-integrated Multi-task Stock Recommendation with Converge-based Optimization

5. Aug.
research

An Efficient and Adaptive Next Edit Suggestion Framework with Zero Human Instructions in IDEs

4. Aug.