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| A Novel Breast Ultrasound Image Augmentation Method Using Advanced Neural Style Transfer: An Efficient and Explainable Approach | Oct 31, 2024 | GPUImage Augmentation | —Unverified | 0 |
| The Importance of Being Scalable: Improving the Speed and Accuracy of Neural Network Interatomic Potentials Across Chemical Domains | Oct 31, 2024 | GPUPhilosophy | CodeCode Available | 2 |
| Cycle-Constrained Adversarial Denoising Convolutional Network for PET Image Denoising: Multi-Dimensional Validation on Large Datasets with Reader Study and Real Low-Dose Data | Oct 31, 2024 | DenoisingGPU | —Unverified | 0 |
| Context-Aware Token Selection and Packing for Enhanced Vision Transformer | Oct 31, 2024 | GPUobject-detection | —Unverified | 0 |
| Very fast Bayesian Additive Regression Trees on GPU | Oct 30, 2024 | CPUGPU | CodeCode Available | 2 |
| $100K or 100 Days: Trade-offs when Pre-Training with Academic Resources | Oct 30, 2024 | GPU | CodeCode Available | 2 |
| A Message Passing Neural Network Surrogate Model for Bond-Associated Peridynamic Material Correspondence Formulation | Oct 29, 2024 | GPU | —Unverified | 0 |
| AI-assisted Agile Propagation Modeling for Real-time Digital Twin Wireless Networks | Oct 29, 2024 | Computational EfficiencyCPU | —Unverified | 0 |
| Application of Audio Fingerprinting Techniques for Real-Time Scalable Speech Retrieval and Speech Clusterization | Oct 29, 2024 | GPURetrieval | —Unverified | 0 |
| VL-Cache: Sparsity and Modality-Aware KV Cache Compression for Vision-Language Model Inference Acceleration | Oct 29, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Memory-Efficient Point Cloud Registration via Overlapping Region Sampling | Oct 29, 2024 | GPUPoint Cloud Registration | —Unverified | 0 |
| Revisiting Reliability in Large-Scale Machine Learning Research Clusters | Oct 29, 2024 | GPU | —Unverified | 0 |
| Pushing the Performance Envelope of DNN-based Recommendation Systems Inference on GPUs | Oct 29, 2024 | GPURecommendation Systems | CodeCode Available | 0 |
| Motion Graph Unleashed: A Novel Approach to Video Prediction | Oct 29, 2024 | GPUOptical Flow Estimation | CodeCode Available | 0 |
| Data Generation for Hardware-Friendly Post-Training Quantization | Oct 29, 2024 | Data AugmentationGPU | CodeCode Available | 3 |
| ProMoE: Fast MoE-based LLM Serving using Proactive Caching | Oct 29, 2024 | GPUMixture-of-Experts | —Unverified | 0 |
| ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference | Oct 28, 2024 | CPU | CodeCode Available | 3 |
| FusedInf: Efficient Swapping of DNN Models for On-Demand Serverless Inference Services on the Edge | Oct 28, 2024 | GPU | CodeCode Available | 0 |
| Accelerated Bayesian parameter estimation and model selection for gravitational waves with normalizing flows | Oct 28, 2024 | CPUGPU | —Unverified | 0 |
| Modular Duality in Deep Learning | Oct 28, 2024 | Deep LearningGPU | CodeCode Available | 3 |
| KD-LoRA: A Hybrid Approach to Efficient Fine-Tuning with LoRA and Knowledge Distillation | Oct 28, 2024 | GPUKnowledge Distillation | CodeCode Available | 1 |
| ThunderKittens: Simple, Fast, and Adorable AI Kernels | Oct 27, 2024 | GPUState Space Models | CodeCode Available | 7 |
| Deep Optimizer States: Towards Scalable Training of Transformer Models Using Interleaved Offloading | Oct 26, 2024 | CPUGPU | CodeCode Available | 0 |
| Computational Bottlenecks of Training Small-scale Large Language Models | Oct 25, 2024 | GPULanguage Modeling | —Unverified | 0 |