| POLCA: Power Oversubscription in LLM Cloud Providers | Aug 24, 2023 | GPU | —Unverified | 0 |
| Computational limits to the legibility of the imaged human brain | Aug 23, 2023 | Functional ConnectivityGPU | CodeCode Available | 0 |
| Efficient Benchmarking of Language Models | Aug 22, 2023 | BenchmarkingGPU | —Unverified | 0 |
| High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation Comparison | Aug 19, 2023 | Binary ClassificationCPU | CodeCode Available | 0 |
| GNNPipe: Scaling Deep GNN Training with Pipelined Model Parallelism | Aug 19, 2023 | GPUGraph Neural Network | —Unverified | 0 |
| Unlimited Knowledge Distillation for Action Recognition in the Dark | Aug 18, 2023 | Action RecognitionGPU | —Unverified | 0 |
| Distributed Extra-gradient with Optimal Complexity and Communication Guarantees | Aug 17, 2023 | GPU | CodeCode Available | 0 |
| GPU Accelerated Color Correction and Frame Warping for Real-time Video Stitching | Aug 17, 2023 | Camera CalibrationGPU | —Unverified | 0 |
| MovePose: A High-performance Human Pose Estimation Algorithm on Mobile and Edge Devices | Aug 17, 2023 | CPUGPU | —Unverified | 0 |
| Learning representations by forward-propagating errors | Aug 17, 2023 | CPUGPU | —Unverified | 0 |
| SkinDistilViT: Lightweight Vision Transformer for Skin Lesion Classification | Aug 16, 2023 | Cancer ClassificationClassification | CodeCode Available | 0 |
| Accelerating Generic Graph Neural Networks via Architecture, Compiler, Partition Method Co-Design | Aug 16, 2023 | GPUGraph Learning | —Unverified | 0 |
| Digital twinning of cardiac electrophysiology models from the surface ECG: a geodesic backpropagation approach | Aug 16, 2023 | GPU | —Unverified | 0 |
| FineQuant: Unlocking Efficiency with Fine-Grained Weight-Only Quantization for LLMs | Aug 16, 2023 | GPUMixture-of-Experts | —Unverified | 0 |
| SpecTracle: Wearable Facial Motion Tracking from Unobtrusive Peripheral Cameras | Aug 14, 2023 | GPU | —Unverified | 0 |
| Towards Robust Real-Time Scene Text Detection: From Semantic to Instance Representation Learning | Aug 14, 2023 | GPURepresentation Learning | —Unverified | 0 |
| Symphony: Optimized DNN Model Serving using Deferred Batch Scheduling | Aug 14, 2023 | GPUScheduling | —Unverified | 0 |
| InTune: Reinforcement Learning-based Data Pipeline Optimization for Deep Recommendation Models | Aug 13, 2023 | CPUGPU | —Unverified | 0 |
| INR-Arch: A Dataflow Architecture and Compiler for Arbitrary-Order Gradient Computations in Implicit Neural Representation Processing | Aug 11, 2023 | CPUGPU | CodeCode Available | 0 |
| Optimizing transformer-based machine translation model for single GPU training: a hyperparameter ablation study | Aug 11, 2023 | GPUMachine Translation | —Unverified | 0 |
| Mono-hydra: Real-time 3D scene graph construction from monocular camera input with IMU | Aug 10, 2023 | Decision MakingGPU | CodeCode Available | 0 |
| Vector quantization loss analysis in VQGANs: a single-GPU ablation study for image-to-image synthesis | Aug 9, 2023 | GPUImage Generation | CodeCode Available | 0 |
| Real-time FPGA Implementation of CNN-based Distributed Fiber Optic Vibration Event Recognition Method | Aug 9, 2023 | CPUEdge-computing | —Unverified | 0 |
| High-Resolution Cranial Defect Reconstruction by Iterative, Low-Resolution, Point Cloud Completion Transformers | Aug 7, 2023 | GPUImage Segmentation | —Unverified | 0 |
| Mask Frozen-DETR: High Quality Instance Segmentation with One GPU | Aug 7, 2023 | GPUInstance Segmentation | —Unverified | 0 |
| Communication-Free Distributed GNN Training with Vertex Cut | Aug 6, 2023 | GPUNode Classification | —Unverified | 0 |
| Automatic registration with continuous pose updates for marker-less surgical navigation in spine surgery | Aug 5, 2023 | AnatomyGPU | —Unverified | 0 |
| Exploiting On-chip Heterogeneity of Versal Architecture for GNN Inference Acceleration | Aug 4, 2023 | CPUGPU | —Unverified | 0 |
| ES-MVSNet: Efficient Framework for End-to-end Self-supervised Multi-View Stereo | Aug 4, 2023 | GPUNeRF | —Unverified | 0 |
| Nonconvex optimization for optimum retrieval of the transmission matrix of a multimode fiber | Aug 2, 2023 | GPURetrieval | CodeCode Available | 0 |
| Digital Twin Brain: a simulation and assimilation platform for whole human brain | Aug 2, 2023 | GPU | —Unverified | 0 |
| Integrating Homomorphic Encryption and Trusted Execution Technology for Autonomous and Confidential Model Refining in Cloud | Aug 2, 2023 | Cloud ComputingGPU | —Unverified | 0 |
| DiviML: A Module-based Heuristic for Mapping Neural Networks onto Heterogeneous Platforms | Jul 31, 2023 | CPUGPU | CodeCode Available | 0 |
| LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning | Jul 30, 2023 | Android Malware DetectionClassification | —Unverified | 0 |
| Interpolation-Split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance | Jul 29, 2023 | Deep LearningEnsemble Learning | —Unverified | 0 |
| Detection of Children Abuse by Voice and Audio Classification by Short-Time Fourier Transform Machine Learning implemented on Nvidia Edge GPU device | Jul 27, 2023 | Abuse DetectionAudio Classification | —Unverified | 0 |
| Benchmarking Performance of Deep Learning Model for Material Segmentation on Two HPC Systems | Jul 27, 2023 | BenchmarkingGPU | —Unverified | 0 |
| YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems | Jul 26, 2023 | BenchmarkingCPU | CodeCode Available | 0 |
| EasyNet: An Easy Network for 3D Industrial Anomaly Detection | Jul 26, 2023 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Mitigating Memory Wall Effects in CNN Engines with On-the-Fly Weights Generation | Jul 25, 2023 | GPU | —Unverified | 0 |
| Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor | Jul 25, 2023 | BenchmarkingCPU | —Unverified | 0 |
| Duet: efficient and scalable hybriD neUral rElation undersTanding | Jul 25, 2023 | CPUGPU | CodeCode Available | 0 |
| Multi-GPU Approach for Training of Graph ML Models on large CFD Meshes | Jul 25, 2023 | GPUGraph Neural Network | —Unverified | 0 |
| Parallel Q-Learning: Scaling Off-policy Reinforcement Learning under Massively Parallel Simulation | Jul 24, 2023 | GPUQ-Learning | CodeCode Available | 0 |
| Rail-only: A Low-Cost High-Performance Network for Training LLMs with Trillion Parameters | Jul 22, 2023 | AllBlocking | —Unverified | 0 |
| An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and Calibration | Jul 17, 2023 | GPUMemorization | CodeCode Available | 0 |
| Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection | Jul 17, 2023 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Efficient and Accurate Optimal Transport with Mirror Descent and Conjugate Gradients | Jul 17, 2023 | BenchmarkingGPU | CodeCode Available | 0 |
| MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment | Jul 16, 2023 | GPUGraph Learning | —Unverified | 0 |
| DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training | Jul 14, 2023 | GPUGraph Neural Network | —Unverified | 0 |