| Taming Lookup Tables for Efficient Image Retouching | Mar 28, 2024 | CPUGPU | CodeCode Available | 1 |
| NeuroLGP-SM: A Surrogate-assisted Neuroevolution Approach using Linear Genetic Programming | Mar 28, 2024 | Evolutionary AlgorithmsGPU | —Unverified | 0 |
| Implementation of the Principal Component Analysis onto High-Performance Computer Facilities for Hyperspectral Dimensionality Reduction: Results and Comparisons | Mar 27, 2024 | Dimensionality ReductionGPU | —Unverified | 0 |
| Fourier or Wavelet bases as counterpart self-attention in spikformer for efficient visual classification | Mar 27, 2024 | FormGPU | —Unverified | 0 |
| Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction | Mar 27, 2024 | 3D Generation3DGS | CodeCode Available | 2 |
| LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning | Mar 26, 2024 | GPUGSM8K | CodeCode Available | 9 |
| Fully-fused Multi-Layer Perceptrons on Intel Data Center GPUs | Mar 26, 2024 | GPUImage Compression | CodeCode Available | 2 |
| The Unreasonable Ineffectiveness of the Deeper Layers | Mar 26, 2024 | GPUQuantization | CodeCode Available | 3 |
| ALISA: Accelerating Large Language Model Inference via Sparsity-Aware KV Caching | Mar 26, 2024 | CPUGPU | —Unverified | 0 |
| Towards a Zero-Data, Controllable, Adaptive Dialog System | Mar 26, 2024 | ArticlesGPU | —Unverified | 0 |
| Efficient Video Object Segmentation via Modulated Cross-Attention Memory | Mar 26, 2024 | GPUObject | CodeCode Available | 2 |
| Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models | Mar 26, 2024 | GPUImage Restoration | —Unverified | 0 |
| MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models | Mar 25, 2024 | GPUIn-Context Learning | CodeCode Available | 1 |
| SIP: Autotuning GPU Native Schedules via Stochastic Instruction Perturbation | Mar 25, 2024 | GPU | —Unverified | 0 |
| Invertible Diffusion Models for Compressed Sensing | Mar 25, 2024 | compressed sensingGPU | CodeCode Available | 2 |
| MEDDAP: Medical Dataset Enhancement via Diversified Augmentation Pipeline | Mar 25, 2024 | GPU | CodeCode Available | 1 |
| ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration | Mar 25, 2024 | Computational EfficiencyGPU | CodeCode Available | 1 |
| SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions | Mar 25, 2024 | DecoderGPU | CodeCode Available | 4 |
| Real-time Neuron Segmentation for Voltage Imaging | Mar 25, 2024 | GPU | —Unverified | 0 |
| A Codesign of Scheduling and Parallelization for Large Model Training in Heterogeneous Clusters | Mar 24, 2024 | GPUScheduling | —Unverified | 0 |
| A Unified Module for Accelerating STABLE-DIFFUSION: LCM-LORA | Mar 24, 2024 | Computational EfficiencyGPU | —Unverified | 0 |
| Fine Tuning LLM for Enterprise: Practical Guidelines and Recommendations | Mar 23, 2024 | GPURAG | —Unverified | 0 |
| Cost-Efficient Large Language Model Serving for Multi-turn Conversations with CachedAttention | Mar 23, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Ev-Edge: Efficient Execution of Event-based Vision Algorithms on Commodity Edge Platforms | Mar 23, 2024 | Autonomous NavigationEvent-based vision | —Unverified | 0 |
| Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression | Mar 23, 2024 | Dimensionality ReductionGPU | CodeCode Available | 1 |
| Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings | Mar 22, 2024 | CPUGPU | —Unverified | 0 |
| ParFormer: A Vision Transformer with Parallel Mixer and Sparse Channel Attention Patch Embedding | Mar 22, 2024 | GPUImage Classification | —Unverified | 0 |
| Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans | Mar 22, 2024 | GPUImage Segmentation | CodeCode Available | 1 |
| YOLOv5-6D: Advancing 6-DoF Instrument Pose Estimation in Variable X-Ray Imaging Geometries | Mar 22, 2024 | 6D Pose Estimation using RGBGPU | CodeCode Available | 2 |
| Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion | Mar 22, 2024 | Data AugmentationGPU | —Unverified | 0 |
| SpikeGraphormer: A High-Performance Graph Transformer with Spiking Graph Attention | Mar 21, 2024 | GPUGraph Attention | CodeCode Available | 0 |
| Learning Quadruped Locomotion Using Differentiable Simulation | Mar 21, 2024 | GPU | —Unverified | 0 |
| DaCapo: Accelerating Continuous Learning in Autonomous Systems for Video Analytics | Mar 21, 2024 | GPU | CodeCode Available | 1 |
| PARAMANU-AYN: Pretrain from scratch or Continual Pretraining of LLMs for Legal Domain Adaptation? | Mar 20, 2024 | Abstractive Text SummarizationContinual Pretraining | —Unverified | 0 |
| On Pretraining Data Diversity for Self-Supervised Learning | Mar 20, 2024 | DiversityGPU | CodeCode Available | 1 |
| Compress3D: a Compressed Latent Space for 3D Generation from a Single Image | Mar 20, 2024 | 3D Generation3D geometry | —Unverified | 0 |
| Simple Hack for Transformers against Heavy Long-Text Classification on a Time- and Memory-Limited GPU Service | Mar 19, 2024 | ArticlesGPU | —Unverified | 0 |
| Deep Few-view High-resolution Photon-counting Extremity CT at Halved Dose for a Clinical Trial | Mar 19, 2024 | DiagnosticGPU | —Unverified | 0 |
| Graph Neural Network for Neutrino Physics Event Reconstruction | Mar 18, 2024 | CPUGPU | —Unverified | 0 |
| VideoMV: Consistent Multi-View Generation Based on Large Video Generative Model | Mar 18, 2024 | DenoisingGPU | —Unverified | 0 |
| Towards Real-Time Fast Unmanned Aerial Vehicle Detection Using Dynamic Vision Sensors | Mar 18, 2024 | CPUEvent-based vision | —Unverified | 0 |
| Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection | Mar 18, 2024 | Anomaly DetectionDenoising | CodeCode Available | 1 |
| 3DGS-ReLoc: 3D Gaussian Splatting for Map Representation and Visual ReLocalization | Mar 17, 2024 | 3DGSGPU | —Unverified | 0 |
| JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning | Mar 17, 2024 | GPUManagement | CodeCode Available | 1 |
| Partitioned Neural Network Training via Synthetic Intermediate Labels | Mar 17, 2024 | GPU | —Unverified | 0 |
| Feature Aggregation with Latent Generative Replay for Federated Continual Learning of Socially Appropriate Robot Behaviours | Mar 16, 2024 | Continual LearningCPU | —Unverified | 0 |
| DG-RePlAce: A Dataflow-Driven GPU-Accelerated Analytical Global Placement Framework for Machine Learning Accelerators | Mar 16, 2024 | GPU | —Unverified | 0 |
| PyHySCO: GPU-Enabled Susceptibility Artifact Distortion Correction in Seconds | Mar 15, 2024 | distortion correctionGPU | CodeCode Available | 0 |
| Detection of Fast-Moving Objects with Neuromorphic Hardware | Mar 15, 2024 | GPUMoving Object Detection | —Unverified | 0 |
| Texture-GS: Disentangling the Geometry and Texture for 3D Gaussian Splatting Editing | Mar 15, 2024 | DisentanglementGPU | —Unverified | 0 |