Long Polar vs. LDPC Codes under Complexity-Constrained Decoding
arxiv.org·3d
🌐Distributed LLM Systems
Balancing Optimality and Diversity: Human-Centered Decision Making through Generative Curation
arxiv.org·5d
🔍Retrieval-augmented generation
Social Welfare in Battery Charging Games
arxiv.org·11h
🤖Agents using LLMs
Honest and Reliable Evaluation and Expert Equivalence Testing of Automated Neonatal Seizure Detection
arxiv.org·3d
🧠Large Language Models (LLMs)
FS-IQA: Certified Feature Smoothing for Robust Image Quality Assessment
arxiv.org·3d
🔢Quantization of LLMs
Ensemble-Based Graph Representation of fMRI Data for Cognitive Brain State Classification
arxiv.org·11h
🧠Large Language Models (LLMs)
Parameter-free entropy-regularized multi-view clustering with hierarchical feature selection
arxiv.org·3d
🧠Large Language Models (LLMs)
Numerical analysis of the stochastic Navier-Stokes equations
arxiv.org·3d
🔢Quantization of LLMs
TRACEALIGN -- Tracing the Drift: Attributing Alignment Failures to Training-Time Belief Sources in LLMs
arxiv.org·6d
🧠Large Language Models (LLMs)
Path-LLM: A Shortest-Path-based LLM Learning for Unified Graph Representation
arxiv.org·6d
🧠Large Language Models (LLMs)
The Emotional Baby Is Truly Deadly: Does your Multimodal Large Reasoning Model Have Emotional Flattery towards Humans?
arxiv.org·4d
🔍Retrieval-augmented generation
Negative Binomial Variational Autoencoders for Overdispersed Latent Modeling
arxiv.org·3d
🧠Large Language Models (LLMs)
The Implicit Barrier of Utility Maximization: An Interior-Point Approach for Market Equilibria
arxiv.org·3d
✨Model optimizations in LLMs
Uncertainty-aware Accurate Elevation Modeling for Off-road Navigation via Neural Processes
arxiv.org·4d
✨Model optimizations in LLMs
Improving Q-Learning for Real-World Control: A Case Study in Series Hybrid Agricultural Tractors
arxiv.org·5d
✨Model optimizations in LLMs
KCR: Resolving Long-Context Knowledge Conflicts via Reasoning in LLMs
arxiv.org·6d
🧠Large Language Models (LLMs)
Overcoming the Loss Conditioning Bottleneck in Optimization-Based PDE Solvers: A Novel Well-Conditioned Loss Function
arxiv.org·5d
✨Model optimizations in LLMs
Integrating Machine Learning with Multimodal Monitoring System Utilizing Acoustic and Vision Sensing to Evaluate Geometric Variations in Laser Directed Energy D...
arxiv.org·5d
⚙️AI Infrastructure Automation
PAIRS: Parametric-Verified Adaptive Information Retrieval and Selection for Efficient RAG
arxiv.org·4d
🔍Retrieval-augmented generation
Bench-2-CoP: Can We Trust Benchmarking for EU AI Compliance?
arxiv.org·3d
📊AI Performance Profiling