| SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms | Jan 30, 2023 | Edge-computingGPU | —Unverified | 0 |
| Pipe-BD: Pipelined Parallel Blockwise Distillation | Jan 29, 2023 | GPU | CodeCode Available | 1 |
| EvoX: A Distributed GPU-accelerated Framework for Scalable Evolutionary Computation | Jan 29, 2023 | GPUNavigate | CodeCode Available | 4 |
| Gesture Control of Micro-drone: A Lightweight-Net with Domain Randomization and Trajectory Generators | Jan 29, 2023 | GPU | —Unverified | 0 |
| Exploring Attention Map Reuse for Efficient Transformer Neural Networks | Jan 29, 2023 | CPUGPU | —Unverified | 0 |
| AudioLDM: Text-to-Audio Generation with Latent Diffusion Models | Jan 29, 2023 | AudioCapsAudio Generation | CodeCode Available | 4 |
| Cross-domain Neural Pitch and Periodicity Estimation | Jan 28, 2023 | CPUGPU | CodeCode Available | 2 |
| Moûsai: Text-to-Music Generation with Long-Context Latent Diffusion | Jan 27, 2023 | GPUImage Generation | CodeCode Available | 4 |
| Fast Region of Interest Proposals on Maritime UAVs | Jan 27, 2023 | GPU | —Unverified | 0 |
| GPU-based Private Information Retrieval for On-Device Machine Learning Inference | Jan 26, 2023 | CPUGPU | CodeCode Available | 1 |
| PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation | Jan 26, 2023 | Deep LearningGPU | —Unverified | 0 |
| ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients | Jan 26, 2023 | GPUimage-classification | CodeCode Available | 1 |
| On Batching Variable Size Inputs for Training End-to-End Speech Enhancement Systems | Jan 25, 2023 | GPUSpeech Enhancement | —Unverified | 0 |
| Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge | Jan 24, 2023 | GPUimage-classification | CodeCode Available | 1 |
| Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression | Jan 24, 2023 | GPU | —Unverified | 0 |
| AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions | Jan 21, 2023 | GPUPose Estimation | CodeCode Available | 0 |
| Computationally Efficient 3D MRI Reconstruction with Adaptive MLP | Jan 21, 2023 | 3D ReconstructionGPU | —Unverified | 0 |
| SuperScaler: Supporting Flexible DNN Parallelization via a Unified Abstraction | Jan 21, 2023 | GPUScheduling | —Unverified | 0 |
| Estimation of mitral valve hinge point coordinates -- deep neural net for echocardiogram segmentation | Jan 20, 2023 | Feature EngineeringGPU | —Unverified | 0 |
| Predicting Surface Texture in Steel Manufacturing at Speed | Jan 20, 2023 | GPU | CodeCode Available | 0 |
| HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks | Jan 20, 2023 | GPULow-rank compression | —Unverified | 0 |
| AtMan: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation | Jan 19, 2023 | GPU | CodeCode Available | 1 |
| Spatially Covariant Lesion Segmentation | Jan 19, 2023 | Computational EfficiencyGPU | —Unverified | 0 |
| Parametrization Cookbook: A set of Bijective Parametrizations for using Machine Learning methods in Statistical Inference | Jan 19, 2023 | GPU | —Unverified | 0 |
| Benchmarking YOLOv5 and YOLOv7 models with DeepSORT for droplet tracking applications | Jan 19, 2023 | BenchmarkingGPU | CodeCode Available | 0 |
| Effective End-to-End Vision Language Pretraining with Semantic Visual Loss | Jan 18, 2023 | GPU | —Unverified | 0 |
| FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training | Jan 18, 2023 | CPUGPU | —Unverified | 0 |
| An Energy-Efficient Reconfigurable Autoencoder Implementation on FPGA | Jan 17, 2023 | Data CompressionGPU | —Unverified | 0 |
| Hector: An Efficient Programming and Compilation Framework for Implementing Relational Graph Neural Networks in GPU Architectures | Jan 16, 2023 | 8kC++ code | —Unverified | 0 |
| Quantum-inspired tensor network for Earth science | Jan 15, 2023 | GPUQuantum Machine Learning | —Unverified | 0 |
| Failure Tolerant Training with Persistent Memory Disaggregation over CXL | Jan 14, 2023 | GPURecommendation Systems | —Unverified | 0 |
| YOLOv6 v3.0: A Full-Scale Reloading | Jan 13, 2023 | GPUObject Detection | CodeCode Available | 5 |
| ImMesh: An Immediate LiDAR Localization and Meshing Framework | Jan 12, 2023 | CPUDimensionality Reduction | CodeCode Available | 2 |
| Reaching the Edge of the Edge: Image Analysis in Space | Jan 12, 2023 | CPUEarth Observation | —Unverified | 0 |
| Pruning Compact ConvNets for Efficient Inference | Jan 11, 2023 | GPUNetwork Pruning | —Unverified | 0 |
| Blockchain For Mobile Health Applications: Acceleration With GPU Computing | Jan 11, 2023 | GPU | —Unverified | 0 |
| Orbit: A Unified Simulation Framework for Interactive Robot Learning Environments | Jan 10, 2023 | GPUImitation Learning | CodeCode Available | 5 |
| SpeeChain: A Speech Toolkit for Large-Scale Machine Speech Chain | Jan 8, 2023 | Data AugmentationGPU | —Unverified | 0 |
| Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition | Jan 6, 2023 | Domain AdaptationGPU | —Unverified | 0 |
| Deep Learning For Classification Of Chest X-Ray Images (Covid 19) | Jan 6, 2023 | Deep LearningGPU | —Unverified | 0 |
| Towards a Pipeline for Real-Time Visualization of Faces for VR-based Telepresence and Live Broadcasting Utilizing Neural Rendering | Jan 4, 2023 | 3D ReconstructionGPU | CodeCode Available | 0 |
| Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA | Jan 4, 2023 | CPUGPU | —Unverified | 0 |
| GPU accelerated matrix factorization of large scale data using block based approach | Jan 2, 2023 | CPUGPU | —Unverified | 0 |
| Extensible and Efficient Proxy for Neural Architecture Search | Jan 1, 2023 | GPUNeural Architecture Search | —Unverified | 0 |
| EfficientViT: Lightweight Multi-Scale Attention for High-Resolution Dense Prediction | Jan 1, 2023 | Autonomous DrivingCPU | —Unverified | 0 |
| Minimal Solutions to Generalized Three-View Relative Pose Problem | Jan 1, 2023 | GPU | —Unverified | 0 |
| uSplit: Image Decomposition for Fluorescence Microscopy | Jan 1, 2023 | GPU | CodeCode Available | 0 |
| Network Expansion for Practical Training Acceleration | Jan 1, 2023 | GPU | —Unverified | 0 |
| BAEFormer: Bi-Directional and Early Interaction Transformers for Bird's Eye View Semantic Segmentation | Jan 1, 2023 | Autonomous DrivingBird's-Eye View Semantic Segmentation | —Unverified | 0 |
| Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization | Jan 1, 2023 | Action LocalizationGPU | CodeCode Available | 0 |