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Overcoming the Loss Conditioning Bottleneck in Optimization-Based PDE Solvers: A Novel Well-Conditioned Loss Function
arxiv.org·1d
✨Model optimizations in LLMs
TriP-LLM: A Tri-Branch Patch-wise Large Language Model Framework for Time-Series Anomaly Detection
arxiv.org·3d
🧠Large Language Models (LLMs)
From "Aha Moments" to Controllable Thinking: Toward Meta-Cognitive Reasoning in Large Reasoning Models via Decoupled Reasoning and Control
arxiv.org·7h
⚙️AI Infrastructure Automation
Diffusion Models with Adaptive Negative Sampling Without External Resources
arxiv.org·1d
🧠Large Language Models (LLMs)
Balancing Optimality and Diversity: Human-Centered Decision Making through Generative Curation
arxiv.org·1d
🔍Retrieval-augmented generation
Human Bias in the Face of AI: Examining Human Judgment Against Text Labeled as AI Generated
arxiv.org·7h
🧠Large Language Models (LLMs)
LLM Agent-Based Simulation of Student Activities and Mental Health Using Smartphone Sensing Data
arxiv.org·1d
🧠Large Language Models (LLMs)
When Deep Learning Fails: Limitations of Recurrent Models on Stroke-Based Handwriting for Alzheimer's Disease Detection
arxiv.org·7h
⚡Real-time AI Systems
Breaking New Ground in Software Defect Prediction: Introducing Practical and Actionable Metrics with Superior Predictive Power for Enhanced Decision-Making
arxiv.org·7h
📊AI Performance Profiling
Analyzing German Parliamentary Speeches: A Machine Learning Approach for Topic and Sentiment Classification
arxiv.org·1d
🧠Large Language Models (LLMs)
Co-Reward: Self-supervised Reinforcement Learning for Large Language Model Reasoning via Contrastive Agreement
arxiv.org·3d
🧠Large Language Models (LLMs)
Autonomous Penetration Testing: Solving Capture-the-Flag Challenges with LLMs
arxiv.org·2d
🔧Systems-level optimizations for LLM serving
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MMRAG-DocQA: A Multi-Modal Retrieval-Augmented Generation Method for Document Question-Answering with Hierarchical Index and Multi-Granularity Retrieval
arxiv.org·3d
🔍Retrieval-augmented generation
A Survey of Multimodal Ophthalmic Diagnostics: From Task-Specific Approaches to Foundational Models
arxiv.org·7h
🧠Large Language Models (LLMs)
AlignGuard-LoRA: Alignment-Preserving Fine-Tuning via Fisher-Guided Decomposition and Riemannian-Geodesic Collision Regularization
arxiv.org·2d
🧠Large Language Models (LLMs)
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport
arxiv.org·7h
🧠Large Language Models (LLMs)
Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models
arxiv.org·1d
🧠Large Language Models (LLMs)
Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models
arxiv.org·2d
🧠Large Language Models (LLMs)
Enhancement of Quantum Semi-Supervised Learning via Improved Laplacian and Poisson Methods
arxiv.org·2d
🔢Quantization of LLMs
Agentic-AI based Mathematical Framework for Commercialization of Energy Resilience in Electrical Distribution System Planning and Operation
arxiv.org·7h
⚙️AI Infrastructure Automation