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Showing 2551–2600 of 5629 papers

TitleStatusHype
Optimus: Accelerating Large-Scale Multi-Modal LLM Training by Bubble Exploitation—0
Quantum Annealing based Power Grid Partitioning for Parallel Simulation—0
PackMamba: Efficient Processing of Variable-Length Sequences in Mamba training—0
L3iTC at the FinLLM Challenge Task: Quantization for Financial Text Classification & Summarization—0
A Real-Time Adaptive Multi-Stream GPU System for Online Approximate Nearest Neighborhood Search—0
SLO-aware GPU Frequency Scaling for Energy Efficient LLM Inference Serving—0
VoxelTrack: Exploring Voxel Representation for 3D Point Cloud Object Tracking—0
PanoFree: Tuning-Free Holistic Multi-view Image Generation with Cross-view Self-Guidance—0
FT K-means: A High-Performance K-means on GPU with Fault ToleranceCode0
The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines—0
Data-Driven Traffic Simulation for an Intersection in a Metropolis—0
Enabling High Data Throughput Reinforcement Learning on GPUs: A Domain Agnostic Framework for Data-Driven Scientific Research—0
Towards Scalable GPU-Accelerated SNN Training via Temporal FusionCode0
Finch: Prompt-guided Key-Value Cache Compression—0
ThinK: Thinner Key Cache by Query-Driven Pruning—0
NeuroSEM: A hybrid framework for simulating multiphysics problems by coupling PINNs and spectral elementsCode0
GPU-based data processing for speeding-up correlation plenoptic imaging—0
Toward Efficient Permutation for Hierarchical N:M Sparsity on GPUs—0
ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development—0
Graphite: A Graph-based Extreme Multi-Label Short Text Classifier for Keyphrase Recommendation—0
Simply Trainable Nearest Neighbour Machine Translation with GPU Inference—0
SAPG: Split and Aggregate Policy Gradients—0
Mini-batch Coresets for Memory-efficient Training of Large Language Models—0
WindsorML: High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics—0
NARVis: Neural Accelerated Rendering for Real-Time Scientific Point Cloud Visualization—0
Textile Anomaly Detection: Evaluation of the State-of-the-Art for Automated Quality Inspection of Carpet—0
HG-PIPE: Vision Transformer Acceleration with Hybrid-Grained Pipeline—0
Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache ConsumptionCode0
SPLAT: A framework for optimised GPU code-generation for SParse reguLar ATtention—0
A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism—0
Automated Road Safety: Enhancing Sign and Surface Damage Detection with AI—0
LSM-GNN: Large-scale Storage-based Multi-GPU GNN Training by Optimizing Data Transfer Scheme—0
MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM—0
GreenStableYolo: Optimizing Inference Time and Image Quality of Text-to-Image GenerationCode0
Neural topology optimization: the good, the bad, and the ugly—0
Performance Modeling and Workload Analysis of Distributed Large Language Model Training and Inference—0
Mixture of Experts with Mixture of Precisions for Tuning Quality of Service—0
LiNR: Model Based Neural Retrieval on GPUs at LinkedIn—0
RoDE: Linear Rectified Mixture of Diverse Experts for Food Large Multi-Modal Models—0
SmartQuant: CXL-based AI Model Store in Support of Runtime Configurable Weight Quantization—0
ARTEMIS: A Mixed Analog-Stochastic In-DRAM Accelerator for Transformer Neural Networks—0
Tiled Bit Networks: Sub-Bit Neural Network Compression Through Reuse of Learnable Binary Vectors—0
Characterizing and Understanding HGNN Training on GPUs—0
MEMO: Fine-grained Tensor Management For Ultra-long Context LLM Training—0
Learning Multi-view Anomaly Detection—0
PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer—0
MINI-LLM: Memory-Efficient Structured Pruning for Large Language Models—0
SuperPADL: Scaling Language-Directed Physics-Based Control with Progressive Supervised Distillation—0
Differentiable Neural-Integrated Meshfree Method for Forward and Inverse Modeling of Finite Strain HyperelasticityCode0
NGP-RT: Fusing Multi-Level Hash Features with Lightweight Attention for Real-Time Novel View Synthesis—0
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