LinDeps: A Fine-tuning Free Post-Pruning Method to Remove Layer-Wise Linear Dependencies with Guaranteed Performance Preservation
arxiv.org·5d
🔢Quantization of LLMs
Watermarking Large Language Model-based Time Series Forecasting
arxiv.org·6d
✨Model optimizations in LLMs
TARS: MinMax Token-Adaptive Preference Strategy for Hallucination Reduction in MLLMs
arxiv.org·5d
🔍Retrieval-augmented generation
AU-LLM: Micro-Expression Action Unit Detection via Enhanced LLM-Based Feature Fusion
arxiv.org·5d
🔢Quantization of LLMs
StaffPro: an LLM Agent for Joint Staffing and Profiling
arxiv.org·5d
🤖Agents using LLMs
Hyperproperty-Constrained Secure Reinforcement Learning
arxiv.org·14h
✨Model optimizations in LLMs
Explainability Through Systematicity: The Hard Systematicity Challenge for Artificial Intelligence
arxiv.org·4d
📊AI Performance Profiling
LVM-GP: Uncertainty-Aware PDE Solver via coupling latent variable model and Gaussian process
arxiv.org·4d
🔢Quantization of LLMs
Argumentatively Coherent Judgmental Forecasting
arxiv.org·3d
✨Model optimizations in LLMs
T-Detect: Tail-Aware Statistical Normalization for Robust Detection of Adversarial Machine-Generated Text
arxiv.org·3d
🔍Retrieval-augmented generation
Beamformed 360{\deg} Sound Maps: U-Net-Driven Acoustic Source Segmentation and Localization
arxiv.org·14h
🔢Quantization of LLMs
An LLM Driven Agent Framework for Automated Infrared Spectral Multi Task Reasoning
arxiv.org·5d
🤖Agents using LLMs
Automatic Classification of User Requirements from Online Feedback -- A Replication Study
arxiv.org·5d
⚙️AI Infrastructure Automation
Knowledge Is More Than Performance: How Knowledge Diversity Drives Human-Human and Human-AI Interaction Synergy and Reveals Pure-AI Interaction Shortfalls
arxiv.org·3d
📊AI Performance Profiling
Multi-Amateur Contrastive Decoding for Text Generation
arxiv.org·5d
🔍Retrieval-augmented generation
Efficacy of AI RAG Tools for Complex Information Extraction and Data Annotation Tasks: A Case Study Using Banks Public Disclosures
arxiv.org·5d
📊AI Performance Profiling
Large Language Models for Supply Chain Decisions
arxiv.org·5d
🌐Distributed LLM Systems
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs
arxiv.org·4d
⚙️AI Infrastructure Automation
Causal Identification of Sufficient, Contrastive and Complete Feature Sets in Image Classification
arxiv.org·3d
📊AI Performance Profiling
Mitigating Resolution-Drift in Federated Learning: Case of Keypoint Detection
arxiv.org·3d
🔍Retrieval-augmented generation