| A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism | Jul 22, 2024 | GPUNeural Architecture Search | —Unverified | 0 |
| vTensor: Flexible Virtual Tensor Management for Efficient LLM Serving | Jul 22, 2024 | CPUGPU | CodeCode Available | 3 |
| Automated Road Safety: Enhancing Sign and Surface Damage Detection with AI | Jul 22, 2024 | Cloud ComputingGPU | —Unverified | 0 |
| MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM | Jul 21, 2024 | Few-Shot LearningGPU | —Unverified | 0 |
| LSM-GNN: Large-scale Storage-based Multi-GPU GNN Training by Optimizing Data Transfer Scheme | Jul 21, 2024 | CPUFraud Detection | —Unverified | 0 |
| GreenStableYolo: Optimizing Inference Time and Image Quality of Text-to-Image Generation | Jul 20, 2024 | GPUImage Generation | CodeCode Available | 0 |
| Mixture of Experts with Mixture of Precisions for Tuning Quality of Service | Jul 19, 2024 | CPUGPU | —Unverified | 0 |
| Neural topology optimization: the good, the bad, and the ugly | Jul 19, 2024 | GPUMisconceptions | —Unverified | 0 |
| Performance Modeling and Workload Analysis of Distributed Large Language Model Training and Inference | Jul 19, 2024 | GPULanguage Modeling | —Unverified | 0 |
| NNsight and NDIF: Democratizing Access to Open-Weight Foundation Model Internals | Jul 18, 2024 | Experimental DesignGPU | CodeCode Available | 4 |
| Forecasting GPU Performance for Deep Learning Training and Inference | Jul 18, 2024 | Deep LearningGPU | CodeCode Available | 2 |
| Attention in SRAM on Tenstorrent Grayskull | Jul 18, 2024 | CPUGPU | CodeCode Available | 1 |
| LiNR: Model Based Neural Retrieval on GPUs at LinkedIn | Jul 18, 2024 | AttributeGPU | —Unverified | 0 |
| WiNet: Wavelet-based Incremental Learning for Efficient Medical Image Registration | Jul 18, 2024 | GPUImage Registration | CodeCode Available | 1 |
| Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark | Jul 18, 2024 | GPUImage Retrieval | CodeCode Available | 1 |
| SmartQuant: CXL-based AI Model Store in Support of Runtime Configurable Weight Quantization | Jul 17, 2024 | GPUQuantization | —Unverified | 0 |
| FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification | Jul 17, 2024 | CPUDomain Adaptation | CodeCode Available | 1 |
| Spectra: Surprising Effectiveness of Pretraining Ternary Language Models at Scale | Jul 17, 2024 | GPULAMBADA | CodeCode Available | 2 |
| ARTEMIS: A Mixed Analog-Stochastic In-DRAM Accelerator for Transformer Neural Networks | Jul 17, 2024 | CPUGPU | —Unverified | 0 |
| RoDE: Linear Rectified Mixture of Diverse Experts for Food Large Multi-Modal Models | Jul 17, 2024 | GPUNutrition | —Unverified | 0 |
| PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer | Jul 16, 2024 | 2D Object DetectionComputational Efficiency | —Unverified | 0 |
| Learning Multi-view Anomaly Detection | Jul 16, 2024 | Anomaly DetectionGPU | —Unverified | 0 |
| MEMO: Fine-grained Tensor Management For Ultra-long Context LLM Training | Jul 16, 2024 | CPUGPU | —Unverified | 0 |
| Tiled Bit Networks: Sub-Bit Neural Network Compression Through Reuse of Learnable Binary Vectors | Jul 16, 2024 | GPUNeural Network Compression | —Unverified | 0 |
| MINI-LLM: Memory-Efficient Structured Pruning for Large Language Models | Jul 16, 2024 | GPUMultiple-choice | —Unverified | 0 |