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Machine Learning

[D] Looking for definition of open-world ish learning problem

Hello! Recently I did a project where I initially had around 30 target classes. But at inference, the model had to be able to handle a lo...

Reddit - Machine Learning · 1 min ·
[2603.11687] SemBench: A Universal Semantic Framework for LLM Evaluation
Llms

[2603.11687] SemBench: A Universal Semantic Framework for LLM Evaluation

Abstract page for arXiv paper 2603.11687: SemBench: A Universal Semantic Framework for LLM Evaluation

arXiv - AI · 4 min ·
[2603.11583] UtilityMax Prompting: A Formal Framework for Multi-Objective Large Language Model Optimization
Llms

[2603.11583] UtilityMax Prompting: A Formal Framework for Multi-Objective Large Language Model Optimization

Abstract page for arXiv paper 2603.11583: UtilityMax Prompting: A Formal Framework for Multi-Objective Large Language Model Optimization

arXiv - AI · 3 min ·

All Content

[2511.05878] FusionLog: Cross-System Log-based Anomaly Detection via Fusion of General and Proprietary Knowledge
Nlp

[2511.05878] FusionLog: Cross-System Log-based Anomaly Detection via Fusion of General and Proprietary Knowledge

Abstract page for arXiv paper 2511.05878: FusionLog: Cross-System Log-based Anomaly Detection via Fusion of General and Proprietary Knowl...

arXiv - Machine Learning · 4 min ·
[2508.09223] Hierarchical Adaptive networks with Task vectors for Test-Time Adaptation
Machine Learning

[2508.09223] Hierarchical Adaptive networks with Task vectors for Test-Time Adaptation

Abstract page for arXiv paper 2508.09223: Hierarchical Adaptive networks with Task vectors for Test-Time Adaptation

arXiv - Machine Learning · 4 min ·
[2603.25686] Just Zoom In: Cross-View Geo-Localization via Autoregressive Zooming
Nlp

[2603.25686] Just Zoom In: Cross-View Geo-Localization via Autoregressive Zooming

Abstract page for arXiv paper 2603.25686: Just Zoom In: Cross-View Geo-Localization via Autoregressive Zooming

arXiv - AI · 4 min ·
[2504.11118] Revealing Human Attention Patterns from Gameplay Analysis for Reinforcement Learning
Nlp

[2504.11118] Revealing Human Attention Patterns from Gameplay Analysis for Reinforcement Learning

Abstract page for arXiv paper 2504.11118: Revealing Human Attention Patterns from Gameplay Analysis for Reinforcement Learning

arXiv - Machine Learning · 4 min ·
[2408.05696] SMILES-Mamba: Chemical Mamba Foundation Models for Drug ADMET Prediction
Llms

[2408.05696] SMILES-Mamba: Chemical Mamba Foundation Models for Drug ADMET Prediction

Abstract page for arXiv paper 2408.05696: SMILES-Mamba: Chemical Mamba Foundation Models for Drug ADMET Prediction

arXiv - Machine Learning · 4 min ·
[2603.25568] Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL
Llms

[2603.25568] Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL

Abstract page for arXiv paper 2603.25568: Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL

arXiv - AI · 3 min ·
[2603.25740] Drive My Way: Preference Alignment of Vision-Language-Action Model for Personalized Driving
Machine Learning

[2603.25740] Drive My Way: Preference Alignment of Vision-Language-Action Model for Personalized Driving

Abstract page for arXiv paper 2603.25740: Drive My Way: Preference Alignment of Vision-Language-Action Model for Personalized Driving

arXiv - Machine Learning · 4 min ·
[2603.25517] NERO-Net: A Neuroevolutionary Approach for the Design of Adversarially Robust CNNs
Machine Learning

[2603.25517] NERO-Net: A Neuroevolutionary Approach for the Design of Adversarially Robust CNNs

Abstract page for arXiv paper 2603.25517: NERO-Net: A Neuroevolutionary Approach for the Design of Adversarially Robust CNNs

arXiv - Machine Learning · 4 min ·
[2603.25509] Conformal Prediction for Nonparametric Instrumental Regression
Machine Learning

[2603.25509] Conformal Prediction for Nonparametric Instrumental Regression

Abstract page for arXiv paper 2603.25509: Conformal Prediction for Nonparametric Instrumental Regression

arXiv - Machine Learning · 3 min ·
[2603.25333] Adaptive Chunking: Optimizing Chunking-Method Selection for RAG
Nlp

[2603.25333] Adaptive Chunking: Optimizing Chunking-Method Selection for RAG

Abstract page for arXiv paper 2603.25333: Adaptive Chunking: Optimizing Chunking-Method Selection for RAG

arXiv - AI · 4 min ·
[2603.25440] The Symmetric Perceptron: a Teacher-Student Scenario
Machine Learning

[2603.25440] The Symmetric Perceptron: a Teacher-Student Scenario

Abstract page for arXiv paper 2603.25440: The Symmetric Perceptron: a Teacher-Student Scenario

arXiv - Machine Learning · 4 min ·
[2603.25268] CRAFT: Grounded Multi-Agent Coordination Under Partial Information
Llms

[2603.25268] CRAFT: Grounded Multi-Agent Coordination Under Partial Information

Abstract page for arXiv paper 2603.25268: CRAFT: Grounded Multi-Agent Coordination Under Partial Information

arXiv - AI · 3 min ·
[2603.25374] Supercharging Federated Intelligence Retrieval
Llms

[2603.25374] Supercharging Federated Intelligence Retrieval

Abstract page for arXiv paper 2603.25374: Supercharging Federated Intelligence Retrieval

arXiv - Machine Learning · 3 min ·
[2603.25226] WebTestBench: Evaluating Computer-Use Agents towards End-to-End Automated Web Testing
Llms

[2603.25226] WebTestBench: Evaluating Computer-Use Agents towards End-to-End Automated Web Testing

Abstract page for arXiv paper 2603.25226: WebTestBench: Evaluating Computer-Use Agents towards End-to-End Automated Web Testing

arXiv - AI · 4 min ·
[2603.25288] CSI-tuples-based 3D Channel Fingerprints Construction Assisted by MultiModal Learning
Nlp

[2603.25288] CSI-tuples-based 3D Channel Fingerprints Construction Assisted by MultiModal Learning

Abstract page for arXiv paper 2603.25288: CSI-tuples-based 3D Channel Fingerprints Construction Assisted by MultiModal Learning

arXiv - Machine Learning · 4 min ·
[2603.25164] PIDP-Attack: Combining Prompt Injection with Database Poisoning Attacks on Retrieval-Augmented Generation Systems
Llms

[2603.25164] PIDP-Attack: Combining Prompt Injection with Database Poisoning Attacks on Retrieval-Augmented Generation Systems

Abstract page for arXiv paper 2603.25164: PIDP-Attack: Combining Prompt Injection with Database Poisoning Attacks on Retrieval-Augmented ...

arXiv - AI · 4 min ·
[2603.25144] FD$^2$: A Dedicated Framework for Fine-Grained Dataset Distillation
Machine Learning

[2603.25144] FD$^2$: A Dedicated Framework for Fine-Grained Dataset Distillation

Abstract page for arXiv paper 2603.25144: FD$^2$: A Dedicated Framework for Fine-Grained Dataset Distillation

arXiv - AI · 4 min ·
[2603.25126] MCLMR: A Model-Agnostic Causal Learning Framework for Multi-Behavior Recommendation
Machine Learning

[2603.25126] MCLMR: A Model-Agnostic Causal Learning Framework for Multi-Behavior Recommendation

Abstract page for arXiv paper 2603.25126: MCLMR: A Model-Agnostic Causal Learning Framework for Multi-Behavior Recommendation

arXiv - AI · 4 min ·
[2603.25100] From Logic Monopoly to Social Contract: Separation of Power and the Institutional Foundations for Autonomous Agent Economies
Nlp

[2603.25100] From Logic Monopoly to Social Contract: Separation of Power and the Institutional Foundations for Autonomous Agent Economies

Abstract page for arXiv paper 2603.25100: From Logic Monopoly to Social Contract: Separation of Power and the Institutional Foundations f...

arXiv - AI · 4 min ·
[2603.25063] TopoPilot: Reliable Conversational Workflow Automation for Topological Data Analysis and Visualization
Llms

[2603.25063] TopoPilot: Reliable Conversational Workflow Automation for Topological Data Analysis and Visualization

Abstract page for arXiv paper 2603.25063: TopoPilot: Reliable Conversational Workflow Automation for Topological Data Analysis and Visual...

arXiv - Machine Learning · 4 min ·
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