A Comparative Analysis of LLM Adaptation: SFT, LoRA, and ICL in Data-Scarce Scenarios
arxiv.org·6d
🕯️Candle
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Convergence analysis for a tree-based nonlinear reduced basis method
arxiv.org·6d
🧮Linear Algebra
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Integrating ConvNeXt and Vision Transformers for Enhancing Facial Age Estimation
arxiv.org·6d
🦾Rust ML
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Reversal Invariance in Autoregressive Language Models
arxiv.org·6d
🤖AI
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SpatialTraceGen: High-Fidelity Traces for Efficient VLM Spatial Reasoning Distillation
arxiv.org·6d
🦾Rust ML
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AraFinNews: Arabic Financial Summarisation with Domain-Adapted LLMs
arxiv.org·6d
🦾Rust ML
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Bayesian Natural Gradient Fine-Tuning of CLIP Models via Kalman Filtering
arxiv.org·6d
🤖AI
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Chain of Time: In-Context Physical Simulation with Image Generation Models
arxiv.org·6d
🎨Computer Graphics
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Calibration Across Layers: Understanding Calibration Evolution in LLMs
arxiv.org·6d
🏗️LLVM
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Deep Generative Models for Enhanced Vitreous OCT Imaging
arxiv.org·6d
🎨Computer Graphics
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Analyzing Sustainability Messaging in Large-Scale Corporate Social Media
arxiv.org·6d
📈Graph Algorithms
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Training LLMs Beyond Next Token Prediction - Filling the Mutual Information Gap
arxiv.org·6d
🏗️LLVM
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Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models
arxiv.org·6d
🧮Linear Algebra
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Gaining Momentum: Uncovering Hidden Scoring Dynamics in Hockey through Deep Neural Sequencing and Causal Modeling
arxiv.org·6d
🦾Rust ML
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Aligning Brain Signals with Multimodal Speech and Vision Embeddings
arxiv.org·6d
🤖AI
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Bridging Vision, Language, and Mathematics: Pictographic Character Reconstruction with B\'ezier Curves
arxiv.org·6d
🦾Rust ML
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Variational Data-Consistent Assimilation
arxiv.org·6d
🤖AI
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FLoRA: Fused forward-backward adapters for parameter efficient fine-tuning and reducing inference-time latencies of LLMs
arxiv.org·6d
🦾Rust ML
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Forecasting Occupational Survivability of Rickshaw Pullers in a Changing Climate with Wearable Data
arxiv.org·6d
🕯️Candle
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GeneFlow: Translation of Single-cell Gene Expression to Histopathological Images via Rectified Flow
arxiv.org·6d
🦾Rust ML
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