📊Research & Analysis

Research & Analysis

In-depth research papers, case studies, surveys, and academic insights on finance and technology

Articles

156

Updated

March 12, 2026

Category

RESEARCH

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ai-toolsMarch 12, 2026

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

Swiss finance and banking institutions are increasingly adopting artificial intelligence (AI) and machine learning technologies to enhance their operations

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ai-tools12:00 AM

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

Swiss finance and banking institutions may benefit from advancements in spatial intelligence, particularly in the realm of risk management and compliance.

ai-tools12:00 AM

SciMDR: Benchmarking and Advancing Scientific Multimodal Document Reasoning

In a breakthrough for the development of foundation models in AI, researchers have introduced the synthesize-and-reground framework, a two-stage pipeline a

ai-tools12:00 AM

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

Researchers have introduced a novel fine-tuning approach for language models, focusing on matching features rather than individual tokens. This method, kno

ai-tools12:00 AM

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

A recent study sheds light on the potential of Large Language Models (LLMs) as judges in non-verifiable domains, which could have significant implications

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ai-tools

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

Mar 12
ai-tools

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

Mar 12
ai-tools

SciMDR: Benchmarking and Advancing Scientific Multimodal Document Reasoning

Mar 12
ai-tools

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

Mar 12
ai-tools

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

Mar 12
ai-tools

V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generation

Mar 11
ai-tools

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

Mar 11
ai-tools

LiTo: Surface Light Field Tokenization

Mar 11
ai-tools

Instruction set for the representation of graphs

Mar 11
ai-tools

COMIC: Agentic Sketch Comedy Generation

Mar 11
ai-tools

V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generation

Mar 11
ai-tools

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

Mar 11
ai-tools

LiTo: Surface Light Field Tokenization

Mar 11
ai-tools

Instruction set for the representation of graphs

Mar 11
ai-tools

COMIC: Agentic Sketch Comedy Generation

Mar 11
ai-tools

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

Mar 10
ai-tools

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

Mar 10
ai-tools

From Data Statistics to Feature Geometry: How Correlations Shape Superposition

Mar 10
ai-tools

Emotional Modulation in Swarm Decision Dynamics

Mar 10
ai-tools

BEACON: Language-Conditioned Navigation Affordance Prediction under Occlusion

Mar 10
ai-tools

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

Mar 10
ai-tools

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

Mar 10
ai-tools

From Data Statistics to Feature Geometry: How Correlations Shape Superposition

Mar 10
ai-tools

Emotional Modulation in Swarm Decision Dynamics

Mar 10
ai-tools

BEACON: Language-Conditioned Navigation Affordance Prediction under Occlusion

Mar 10
ai-tools

Scale Space Diffusion

Mar 9
ai-tools

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

Mar 9
ai-tools

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

Mar 9
ai-tools

Agentic Critical Training

Mar 9
ai-tools

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

Mar 9
ai-tools

Scale Space Diffusion

Mar 9
ai-tools

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

Mar 9
ai-tools

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

Mar 9
ai-tools

Agentic Critical Training

Mar 9
ai-tools

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

Mar 9
ai-tools

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

Mar 6
ai-tools

SCOPE: Scene-Contextualized Incremental Few-Shot 3D Segmentation

Mar 6
ai-tools

Fly360: Omnidirectional Obstacle Avoidance within Drone View

Mar 6
ai-tools

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

Mar 6
ai-tools

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

Mar 6
ai-tools

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

Mar 6
ai-tools

SCOPE: Scene-Contextualized Incremental Few-Shot 3D Segmentation

Mar 6
ai-tools

Fly360: Omnidirectional Obstacle Avoidance within Drone View

Mar 6
ai-tools

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

Mar 6
ai-tools

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

Mar 6
ai-tools

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

Mar 5
ai-tools

RoboPocket: Improve Robot Policies Instantly with Your Phone

Mar 5
ai-tools

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

Mar 5
ai-tools

Cheap Thrills: Effective Amortized Optimization Using Inexpensive Labels

Mar 5
ai-tools

Censored LLMs as a Natural Testbed for Secret Knowledge Elicitation

Mar 5
ai-tools

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

Mar 5
ai-tools

RoboPocket: Improve Robot Policies Instantly with Your Phone

Mar 5
ai-tools

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

Mar 5
ai-tools

Cheap Thrills: Effective Amortized Optimization Using Inexpensive Labels

Mar 5
ai-tools

Censored LLMs as a Natural Testbed for Secret Knowledge Elicitation

Mar 5
research

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

Nov 17
research

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

Nov 17
research

Ultrafast propagation of magnon-polaritons

Nov 17
research

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

Nov 17
research

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

Nov 17
research

The Merkle Mountain Belt

Nov 17
research

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

Nov 17
research

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

Nov 17
research

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

Nov 17
research

Scaling Spatial Intelligence with Multimodal Foundation Models

Nov 17
research

Quantum Machine Learning via Contrastive Training

Nov 17
research

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

Nov 17
research

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

Nov 17
research

P1: Mastering Physics Olympiads with Reinforcement Learning

Nov 17
research

Market-Dependent Communication in Multi-Agent Alpha Generation

Nov 17
research

Making Evidence Actionable in Adaptive Learning Closing the Diagnostic Pedagogical Loop

Nov 17
research

LinkXplore: A Framework for Affordable High-Quality Blockchain Data

Nov 17
research

Learning stochasticity: a nonparametric framework for intrinsic noise estimation

Nov 17
research

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

Nov 17
research

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

Nov 17
research

Generalist Foundation Models Are Not Clinical Enough for Hospital Operations

Nov 17
research

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

Nov 17
research

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

Nov 17
research

Fairness-Aware Graph Representation Learning with Limited Demographic Information

Nov 17
research

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

Nov 17
research

CBDC Stress Test in a Dual-Currency Setting

Nov 17
research

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

Nov 17
research

Basis Immunity: Isotropy as a Regularizer for Uncertainty

Nov 17
research

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

Nov 17
research

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

Nov 17
research

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

Nov 17
research

Alpha Divergence Losses for Biometric Verification

Nov 17
research

A Lightweight 3D Anomaly Detection Method with Rotationally Invariant Features

Nov 17
research

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

Nov 17
research

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

Nov 17
research

Ultrafast propagation of magnon-polaritons

Nov 17
research

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

Nov 17
research

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

Nov 17
research

The Merkle Mountain Belt

Nov 17
research

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

Nov 17
research

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

Nov 17
research

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

Nov 17
research

Scaling Spatial Intelligence with Multimodal Foundation Models

Nov 17
research

Quantum Machine Learning via Contrastive Training

Nov 17
research

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

Nov 17
research

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

Nov 17
research

P1: Mastering Physics Olympiads with Reinforcement Learning

Nov 17
research

Market-Dependent Communication in Multi-Agent Alpha Generation

Nov 17
research

Making Evidence Actionable in Adaptive Learning Closing the Diagnostic Pedagogical Loop

Nov 17
research

LinkXplore: A Framework for Affordable High-Quality Blockchain Data

Nov 17
research

Learning stochasticity: a nonparametric framework for intrinsic noise estimation

Nov 17
research

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

Nov 17
research

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

Nov 17
research

Generalist Foundation Models Are Not Clinical Enough for Hospital Operations

Nov 17
research

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

Nov 17
research

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

Nov 17
research

Fairness-Aware Graph Representation Learning with Limited Demographic Information

Nov 17
research

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

Nov 17
research

CBDC Stress Test in a Dual-Currency Setting

Nov 17
research

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

Nov 17
research

Basis Immunity: Isotropy as a Regularizer for Uncertainty

Nov 17
research

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

Nov 17
research

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

Nov 17
research

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

Nov 17
research

Alpha Divergence Losses for Biometric Verification

Nov 17
research

A Lightweight 3D Anomaly Detection Method with Rotationally Invariant Features

Nov 17
research

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

Nov 16
research

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

Nov 16
research

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

Nov 15
research

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

Nov 15
research

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

Nov 15
research

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

Nov 15
research

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

Nov 15
research

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

Nov 15
research

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

Nov 15
research

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

Nov 15
research

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

Nov 4
research

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

Nov 4
research

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

Oct 29
research

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

Oct 29
research

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

Oct 29
research

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

Oct 29
research

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

Sep 29
research

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

Sep 29
research

Agentic AI for Financial Crime Compliance

Sep 16
research

Agentic AI for Financial Crime Compliance

Sep 16
research

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

Sep 10
research

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

Sep 10
research

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

Sep 3
research

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

Sep 3
research

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

Aug 24
research

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

Aug 24
research

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

Aug 5
research

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

Aug 5
research

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

Aug 4
research

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

Aug 4