| FineQuant: Unlocking Efficiency with Fine-Grained Weight-Only Quantization for LLMs | Aug 16, 2023 | GPUMixture-of-Experts | —Unverified | 0 |
| SkinDistilViT: Lightweight Vision Transformer for Skin Lesion Classification | Aug 16, 2023 | Cancer ClassificationClassification | CodeCode Available | 0 |
| Digital twinning of cardiac electrophysiology models from the surface ECG: a geodesic backpropagation approach | Aug 16, 2023 | GPU | —Unverified | 0 |
| Accelerating Generic Graph Neural Networks via Architecture, Compiler, Partition Method Co-Design | Aug 16, 2023 | GPUGraph Learning | —Unverified | 0 |
| Symphony: Optimized DNN Model Serving using Deferred Batch Scheduling | Aug 14, 2023 | GPUScheduling | —Unverified | 0 |
| Towards Robust Real-Time Scene Text Detection: From Semantic to Instance Representation Learning | Aug 14, 2023 | GPURepresentation Learning | —Unverified | 0 |
| Platypus: Quick, Cheap, and Powerful Refinement of LLMs | Aug 14, 2023 | GPU | CodeCode Available | 2 |
| SpecTracle: Wearable Facial Motion Tracking from Unobtrusive Peripheral Cameras | Aug 14, 2023 | GPU | —Unverified | 0 |
| InTune: Reinforcement Learning-based Data Pipeline Optimization for Deep Recommendation Models | Aug 13, 2023 | CPUGPU | —Unverified | 0 |
| When Monte-Carlo Dropout Meets Multi-Exit: Optimizing Bayesian Neural Networks on FPGA | Aug 13, 2023 | Autonomous DrivingCPU | CodeCode Available | 1 |
| Optimizing transformer-based machine translation model for single GPU training: a hyperparameter ablation study | Aug 11, 2023 | GPUMachine Translation | —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 |
| Mono-hydra: Real-time 3D scene graph construction from monocular camera input with IMU | Aug 10, 2023 | Decision MakingGPU | CodeCode Available | 0 |
| High-performance Data Management for Whole Slide Image Analysis in Digital Pathology | Aug 10, 2023 | CPUGPU | CodeCode Available | 1 |
| Real-time FPGA Implementation of CNN-based Distributed Fiber Optic Vibration Event Recognition Method | Aug 9, 2023 | CPUEdge-computing | —Unverified | 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 |
| Application-Oriented Benchmarking of Quantum Generative Learning Using QUARK | Aug 8, 2023 | BenchmarkingGPU | CodeCode Available | 1 |
| 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 |
| Integrating Homomorphic Encryption and Trusted Execution Technology for Autonomous and Confidential Model Refining in Cloud | Aug 2, 2023 | Cloud ComputingGPU | —Unverified | 0 |