| ELIP: Efficient Language-Image Pre-training with Fewer Vision Tokens | Sep 28, 2023 | Cross-Modal RetrievalGPU | CodeCode Available | 0 |
| GraB-sampler: Optimal Permutation-based SGD Data Sampler for PyTorch | Sep 28, 2023 | GPU | CodeCode Available | 0 |
| A Fourier Neural Operator Approach for Modelling Exciton-Polariton Condensate Systems | Sep 27, 2023 | GPU | —Unverified | 0 |
| Highly Efficient SNNs for High-speed Object Detection | Sep 27, 2023 | GPUObject | —Unverified | 0 |
| Hashing Neural Video Decomposition with Multiplicative Residuals in Space-Time | Sep 25, 2023 | GPUVideo Editing | —Unverified | 0 |
| NAS-NeRF: Generative Neural Architecture Search for Neural Radiance Fields | Sep 25, 2023 | GPUNeRF | —Unverified | 0 |
| Global Context Aggregation Network for Lightweight Saliency Detection of Surface Defects | Sep 22, 2023 | DecoderDefect Detection | —Unverified | 0 |
| DEYOv3: DETR with YOLO for Real-time Object Detection | Sep 21, 2023 | GPUObject | CodeCode Available | 0 |
| Activation Compression of Graph Neural Networks using Block-wise Quantization with Improved Variance Minimization | Sep 21, 2023 | GPUQuantization | CodeCode Available | 0 |
| Towards Real-Time Neural Video Codec for Cross-Platform Application Using Calibration Information | Sep 20, 2023 | GPUQuantization | —Unverified | 0 |
| InkStream: Real-time GNN Inference on Streaming Graphs via Incremental Update | Sep 20, 2023 | CPUGPU | CodeCode Available | 0 |
| Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism | Sep 20, 2023 | GPUobject-detection | CodeCode Available | 0 |
| Learning Dynamic MRI Reconstruction with Convolutional Network Assisted Reconstruction Swin Transformer | Sep 19, 2023 | AnatomyComputational Efficiency | —Unverified | 0 |
| Convolutional Deep Kernel Machines | Sep 18, 2023 | Gaussian ProcessesGPU | CodeCode Available | 0 |
| Universal Photorealistic Style Transfer: A Lightweight and Adaptive Approach | Sep 18, 2023 | GPUStyle Transfer | —Unverified | 0 |
| Forensic Video Analytic Software | Sep 17, 2023 | Activity RecognitionAnomaly Detection | —Unverified | 0 |
| Reducing Memory Requirements for the IPU using Butterfly Factorizations | Sep 16, 2023 | GPU | —Unverified | 0 |
| Astrocyte-Integrated Dynamic Function Exchange in Spiking Neural Networks | Sep 15, 2023 | Computational EfficiencyCPU | —Unverified | 0 |
| Stack-and-Delay: a new codebook pattern for music generation | Sep 15, 2023 | GPULanguage Modeling | —Unverified | 0 |
| Efficient MRI Parallel Imaging Reconstruction by K-Space Rendering via Generalized Implicit Neural Representation | Sep 12, 2023 | GPUMRI Reconstruction | CodeCode Available | 0 |
| A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale | Sep 12, 2023 | GPUStochastic Optimization | CodeCode Available | 0 |
| Two-Stage Hybrid Supervision Framework for Fast, Low-resource, and Accurate Organ and Pan-cancer Segmentation in Abdomen CT | Sep 11, 2023 | GPUSegmentation | —Unverified | 0 |
| FlowIBR: Leveraging Pre-Training for Efficient Neural Image-Based Rendering of Dynamic Scenes | Sep 11, 2023 | GPUNovel View Synthesis | —Unverified | 0 |
| Sculpting Efficiency: Pruning Medical Imaging Models for On-Device Inference | Sep 10, 2023 | CPUGPU | —Unverified | 0 |
| DeViT: Decomposing Vision Transformers for Collaborative Inference in Edge Devices | Sep 10, 2023 | Collaborative InferenceGPU | —Unverified | 0 |
| Neurons in Large Language Models: Dead, N-gram, Positional | Sep 9, 2023 | GPUPosition | —Unverified | 0 |
| Efficient Training for Visual Tracking with Deformable Transformer | Sep 6, 2023 | DecoderDenoising | —Unverified | 0 |
| Patched Line Segment Learning for Vector Road Mapping | Sep 6, 2023 | GPU | —Unverified | 0 |
| Approximating High-Dimensional Minimal Surfaces with Physics-Informed Neural Networks | Sep 5, 2023 | GPU | —Unverified | 0 |
| QuantEase: Optimization-based Quantization for Language Models | Sep 5, 2023 | GPUQuantization | —Unverified | 0 |
| Comparative Analysis of CPU and GPU Profiling for Deep Learning Models | Sep 5, 2023 | CPUGPU | —Unverified | 0 |
| Local Padding in Patch-Based GANs for Seamless Infinite-Sized Texture Synthesis | Sep 5, 2023 | DiversityGPU | CodeCode Available | 0 |
| TensorBank: Tensor Lakehouse for Foundation Model Training | Sep 5, 2023 | GPUmodel | —Unverified | 0 |
| TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-device ASR Models | Sep 5, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices | Sep 4, 2023 | Autonomous VehiclesGPU | —Unverified | 0 |
| An FPGA smart camera implementation of segmentation models for drone wildfire imagery | Sep 4, 2023 | GPU | —Unverified | 0 |
| FusionAI: Decentralized Training and Deploying LLMs with Massive Consumer-Level GPUs | Sep 3, 2023 | CPUGPU | —Unverified | 0 |
| Geometry-Informed Neural Operator for Large-Scale 3D PDEs | Sep 1, 2023 | GPU | —Unverified | 0 |
| Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images | Aug 31, 2023 | GPUImage Generation | —Unverified | 0 |
| SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills | Aug 31, 2023 | GPULanguage Modelling | —Unverified | 0 |
| Everything Perturbed All at Once: Enabling Differentiable Graph Attacks | Aug 29, 2023 | AllGPU | —Unverified | 0 |
| ABS-SGD: A Delayed Synchronous Stochastic Gradient Descent Algorithm with Adaptive Batch Size for Heterogeneous GPU Clusters | Aug 29, 2023 | GPU | —Unverified | 0 |
| Distilled GPT for Source Code Summarization | Aug 28, 2023 | Code SummarizationGPU | CodeCode Available | 0 |
| Flexible Techniques for Differentiable Rendering with 3D Gaussians | Aug 28, 2023 | CPUGPU | —Unverified | 0 |
| A Generalization of Continuous Relaxation in Structured Pruning | Aug 28, 2023 | Computational EfficiencyGPU | —Unverified | 0 |
| Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance | Aug 28, 2023 | Contrastive LearningFew-Shot Text Classification | —Unverified | 0 |
| SPEED: Streaming Partition and Parallel Acceleration for Temporal Interaction Graph Embedding | Aug 27, 2023 | CPUGPU | CodeCode Available | 0 |
| Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction | Aug 25, 2023 | Distributed ComputingGPU | —Unverified | 0 |
| Efficient Learned Lossless JPEG Recompression | Aug 25, 2023 | GPUImage Compression | —Unverified | 0 |
| JAX-LOB: A GPU-Accelerated limit order book simulator to unlock large scale reinforcement learning for trading | Aug 25, 2023 | GPUreinforcement-learning | —Unverified | 0 |