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Papers

Showing 11761200 of 5629 papers

TitleStatusHype
Fine-Tuning and Deploying Large Language Models Over Edges: Issues and Approaches0
Near, far: Patch-ordering enhances vision foundation models' scene understanding0
LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language ModelsCode0
Accelerating Goal-Conditioned RL Algorithms and ResearchCode3
Stream-Based Ground Segmentation for Real-Time LiDAR Point Cloud Processing on FPGA0
Characteristic Performance Study on Solving Oscillator ODEs via Soft-constrained Physics-informed Neural Network with Small DataCode0
MoDeGPT: Modular Decomposition for Large Language Model Compression0
Liquid Fourier Latent Dynamics Networks for fast GPU-based numerical simulations in computational cardiologyCode0
SSDTrain: An Activation Offloading Framework to SSDs for Faster Large Language Model Training0
TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and CompetitionCode0
Demystifying the Communication Characteristics for Distributed Transformer Models0
Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs0
ELASTIC: Efficient Linear Attention for Sequential Interest Compression0
ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language ModelsCode3
Training Overhead Ratio: A Practical Reliability Metric for Large Language Model Training Systems0
Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference0
Review Learning: Advancing All-in-One Ultra-High-Definition Image Restoration Training Method0
Bridging LLMs and KGs without Fine-Tuning: Intermediate Probing Meets Subgraph-Aware Entity Descriptions0
Breast-NET: a lightweight DCNN model for breast cancer detection and grading using histological samplesCode0
LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at ScaleCode3
A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor AugmentationCode0
UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond ScalingCode3
reCSE: Portable Reshaping Features for Sentence Embedding in Self-supervised Contrastive LearningCode0
Impacts of floating-point non-associativity on reproducibility for HPC and deep learning applicationsCode0
An Edge AI System Based on FPGA Platform for Railway Fault Detection0
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