| HiPA: Enabling One-Step Text-to-Image Diffusion Models via High-Frequency-Promoting Adaptation | Nov 30, 2023 | GPUImage Generation | —Unverified | 0 |
| SplitNeRF: Split Sum Approximation Neural Field for Joint Geometry, Illumination, and Material Estimation | Nov 28, 2023 | GPUNeRF | CodeCode Available | 0 |
| Fast and Efficient 2-bit LLM Inference on GPU: 2/4/16-bit in a Weight Matrix with Asynchronous Dequantization | Nov 28, 2023 | GPUQuantization | —Unverified | 0 |
| Compressing the Backward Pass of Large-Scale Neural Architectures by Structured Activation Pruning | Nov 28, 2023 | GPUimage-classification | —Unverified | 0 |
| GaussianEditor: Editing 3D Gaussians Delicately with Text Instructions | Nov 27, 2023 | 3D scene EditingGPU | —Unverified | 0 |
| An Ensemble of 2.5D ResUnet Based Models for Segmentation for Kidney and Masses | Nov 27, 2023 | Computed Tomography (CT)GPU | —Unverified | 0 |
| A GPU-based Hydrodynamic Simulator with Boid Interactions | Nov 25, 2023 | GPUSurface Reconstruction | CodeCode Available | 0 |
| Wavelength-multiplexed Multi-mode EUV Reflection Ptychography based on Automatic-Differentiation | Nov 24, 2023 | GPU | —Unverified | 0 |
| SySMOL: Co-designing Algorithms and Hardware for Neural Networks with Heterogeneous Precisions | Nov 23, 2023 | CPUGPU | —Unverified | 0 |
| PrivateLoRA For Efficient Privacy Preserving LLM | Nov 23, 2023 | GPULanguage Modelling | —Unverified | 0 |
| Scalable CP Decomposition for Tensor Learning using GPU Tensor Cores | Nov 22, 2023 | Computational EfficiencyGPU | —Unverified | 0 |
| A Survey of Serverless Machine Learning Model Inference | Nov 22, 2023 | GPUmodel | —Unverified | 0 |
| Volumetric Reconstruction Resolves Off-Resonance Artifacts in Static and Dynamic PROPELLER MRI | Nov 22, 2023 | DiagnosticGPU | CodeCode Available | 0 |
| Vast TVB parameter space exploration: A Modular Framework for Accelerating the Multi-Scale Simulation of Human Brain Dynamics | Nov 22, 2023 | GPU | —Unverified | 0 |
| NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments | Nov 22, 2023 | CPUGPU | —Unverified | 0 |
| Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning | Nov 21, 2023 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 0 |
| All-to-all reconfigurability with sparse and higher-order Ising machines | Nov 21, 2023 | AllCombinatorial Optimization | CodeCode Available | 0 |
| HPCNeuroNet: Advancing Neuromorphic Audio Signal Processing with Transformer-Enhanced Spiking Neural Networks | Nov 21, 2023 | Audio Signal ProcessingCPU | —Unverified | 0 |
| Quantum-Enhanced Support Vector Machine for Large-Scale Stellar Classification with GPU Acceleration | Nov 21, 2023 | ClassificationComputational Efficiency | —Unverified | 0 |
| minimax: Efficient Baselines for Autocurricula in JAX | Nov 21, 2023 | CPUDecision Making | —Unverified | 0 |
| PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape Prediction | Nov 20, 2023 | 3D ReconstructionGPU | —Unverified | 0 |
| Practical cross-sensor color constancy using a dual-mapping strategy | Nov 20, 2023 | Color ConstancyCPU | —Unverified | 0 |
| Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification | Nov 20, 2023 | ClassificationDiagnostic | —Unverified | 0 |
| Zero redundancy distributed learning with differential privacy | Nov 20, 2023 | GPUPrivacy Preserving | —Unverified | 0 |
| Towards Perturbation-Induced Static Pivoting on GPU-Based Linear Solvers | Nov 20, 2023 | CPUGPU | —Unverified | 0 |
| Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis | Nov 17, 2023 | GPUNovel View Synthesis | CodeCode Available | 0 |
| FIKIT: Priority-Based Real-time GPU Multi-tasking Scheduling with Kernel Identification | Nov 17, 2023 | Cloud ComputingGPU | —Unverified | 0 |
| EvaSurf: Efficient View-Aware Implicit Textured Surface Reconstruction | Nov 16, 2023 | 3D ReconstructionGPU | —Unverified | 0 |
| Fast multiplication by two's complement addition of numbers represented as a set of polynomial radix 2 indexes, stored as an integer list for massively parallel computation | Nov 16, 2023 | CPUGPU | —Unverified | 0 |
| DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model | Nov 15, 2023 | 3D GenerationDenoising | —Unverified | 0 |
| A GPU-Accelerated Moving-Horizon Algorithm for Training Deep Classification Trees on Large Datasets | Nov 12, 2023 | GPU | —Unverified | 0 |
| PerceptionGPT: Effectively Fusing Visual Perception into LLM | Nov 11, 2023 | GPU | —Unverified | 0 |
| DACBERT: Leveraging Dependency Agreement for Cost-Efficient Bert Pretraining | Nov 8, 2023 | GPUMRPC | —Unverified | 0 |
| A Comprehensive Summarization and Evaluation of Feature Refinement Modules for CTR Prediction | Nov 8, 2023 | BenchmarkingClick-Through Rate Prediction | CodeCode Available | 0 |
| Evaluating Emerging AI/ML Accelerators: IPU, RDU, and NVIDIA/AMD GPUs | Nov 8, 2023 | GPU | —Unverified | 0 |
| Input Reconstruction Attack against Vertical Federated Large Language Models | Nov 7, 2023 | Federated LearningGPU | —Unverified | 0 |
| Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models | Nov 7, 2023 | GPUQuantization | —Unverified | 0 |
| Estimator-Coupled Reinforcement Learning for Robust Purely Tactile In-Hand Manipulation | Nov 7, 2023 | GPUreinforcement-learning | —Unverified | 0 |
| Distributed Matrix-Based Sampling for Graph Neural Network Training | Nov 6, 2023 | GPUGraph Neural Network | —Unverified | 0 |
| Weight-Sharing Regularization | Nov 6, 2023 | GPU | CodeCode Available | 0 |
| Ultra-Long Sequence Distributed Transformer | Nov 4, 2023 | GPU | —Unverified | 0 |
| Augmentation is AUtO-Net: Augmentation-Driven Contrastive Multiview Learning for Medical Image Segmentation | Nov 2, 2023 | GPUImage Segmentation | —Unverified | 0 |
| Performance Optimization of Deep Learning Sparse Matrix Kernels on Intel Max Series GPU | Nov 1, 2023 | GPU | —Unverified | 0 |
| Zero Coordinate Shift: Whetted Automatic Differentiation for Physics-informed Operator Learning | Nov 1, 2023 | GPUOperator learning | CodeCode Available | 0 |
| StairNet: Visual Recognition of Stairs for Human-Robot Locomotion | Oct 31, 2023 | CPUDeep Learning | —Unverified | 0 |
| LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B | Oct 31, 2023 | GPURed Teaming | —Unverified | 0 |
| A Two-Step Framework for Multi-Material Decomposition of Dual Energy Computed Tomography from Projection Domain | Oct 31, 2023 | BenchmarkingDiagnostic | —Unverified | 0 |
| PolyThrottle: Energy-efficient Neural Network Inference on Edge Devices | Oct 30, 2023 | Bayesian OptimizationCPU | —Unverified | 0 |
| FetusMapV2: Enhanced Fetal Pose Estimation in 3D Ultrasound | Oct 30, 2023 | GPUPose Estimation | —Unverified | 0 |
| Learning to love diligent trolls: Accounting for rater effects in the dialogue safety task | Oct 30, 2023 | Automated Essay ScoringChatbot | CodeCode Available | 0 |