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🔢 Quantization of LLMs
R²D²: Boost Robot Training with World Foundation Models and Workflows from NVIDIA Research
developer.nvidia.com·4d
📊AI Performance Profiling
The Implicit Barrier of Utility Maximization: An Interior-Point Approach for Market Equilibria
arxiv.org·3d
✨Model optimizations in LLMs
Query-Aware Graph Neural Networks for Enhanced Retrieval-Augmented Generation
arxiv.org·10h
🔍Retrieval-augmented generation
ClinicalFMamba: Advancing Clinical Assessment using Mamba-based Multimodal Neuroimaging Fusion
arxiv.org·5d
📊AI Performance Profiling
Can Large Multimodal Models Actively Recognize Faulty Inputs? A Systematic Evaluation Framework of Their Input Scrutiny Ability
arxiv.org·4d
🧠Large Language Models (LLMs)
AttriLens-Mol: Attribute Guided Reinforcement Learning for Molecular Property Prediction with Large Language Models
arxiv.org·3d
🧠Large Language Models (LLMs)
Emoji Reactions on Telegram Often Reflect Social Approval Over Emotional Resonance
arxiv.org·10h
🧠Large Language Models (LLMs)
Optimal Scheduling Algorithms for LLM Inference: Theory and Practice
arxiv.org·6d
🔧Systems-level optimizations for LLM serving
Estimation of Hemodynamic Parameters via Physics Informed Neural Networks including Hematocrit Dependent Rheology
arxiv.org·5d
📊AI Performance Profiling
LA-CaRe-CNN: Cascading Refinement CNN for Left Atrial Scar Segmentation
arxiv.org·4d
🧠Large Language Models (LLMs)
Latent Preference Bandits
arxiv.org·3d
🧠Large Language Models (LLMs)
Distributionally Robust System Level Synthesis With Output Feedback Affine Control Policy
arxiv.org·3d
✨Model optimizations in LLMs
Low-rankness and Smoothness Meet Subspace: A Unified Tensor Regularization for Hyperspectral Image Super-resolution
arxiv.org·5d
✨Model optimizations in LLMs
RegMean++: Enhancing Effectiveness and Generalization of Regression Mean for Model Merging
arxiv.org·5d
🧠Large Language Models (LLMs)
LinkQA: Synthesizing Diverse QA from Multiple Seeds Strongly Linked by Knowledge Points
arxiv.org·6d
🧠Large Language Models (LLMs)
Deep Neural Network-Driven Adaptive Filtering
arxiv.org·4d
🔧Systems-level optimizations for LLM serving
Online EFX Allocations with Predictions
arxiv.org·3d
✨Model optimizations in LLMs
Decoupled Contrastive Learning for Federated Learning
arxiv.org·4d
🧠Large Language Models (LLMs)
Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning
arxiv.org·3d
🧠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
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