| Efficient Deep Learning Methods for Identification of Defective Casting Products | May 14, 2022 | CPUDeep Learning | CodeCode Available | 0 |
| Vectorized and performance-portable Quicksort | May 12, 2022 | CPU | CodeCode Available | 5 |
| DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio | May 11, 2022 | CPUData Augmentation | CodeCode Available | 4 |
| Training Personalized Recommendation Systems from (GPU) Scratch: Look Forward not Backwards | May 10, 2022 | CPUGPU | —Unverified | 0 |
| Distributed and Joint Optimization of Precoding and Power for User-Centric Cell-Free Massive MIMO | May 9, 2022 | CPU | —Unverified | 0 |
| PTFlash : A deep learning framework for isothermal two-phase equilibrium calculations | May 6, 2022 | CPUVocal Bursts Valence Prediction | —Unverified | 0 |
| BDIS: Bayesian Dense Inverse Searching Method for Real-Time Stereo Surgical Image Matching | May 6, 2022 | CPUGPU | CodeCode Available | 1 |
| Hardware System Implementation for Human Detection using HOG and SVM Algorithm | May 5, 2022 | CPUHuman Detection | CodeCode Available | 1 |
| Fast Reconstruction of Three-Quarter Sampling Measurements Using Recurrent Local Joint Sparse Deconvolution and Extrapolation | May 5, 2022 | CPUGPU | CodeCode Available | 0 |
| Intelligent Reflecting Surface Aided Mobile Edge Computing With Binary Offloading: Energy Minimization for IoT Devices | May 4, 2022 | CPUEdge-computing | —Unverified | 0 |
| BMInf: An Efficient Toolkit for Big Model Inference and Tuning | May 1, 2022 | CPUGPU | CodeCode Available | 2 |
| Preoperative brain tumor imaging: models and software for segmentation and standardized reporting | Apr 29, 2022 | CPUPrognosis | CodeCode Available | 1 |
| High Dimensional Bayesian Optimization with Kernel Principal Component Analysis | Apr 28, 2022 | Bayesian OptimizationCPU | —Unverified | 0 |
| FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference | Apr 27, 2022 | CPUDrug Discovery | CodeCode Available | 1 |
| MAPLE-Edge: A Runtime Latency Predictor for Edge Devices | Apr 27, 2022 | CPUEfficient Neural Network | —Unverified | 0 |
| OHM: GPU Based Occupancy Map Generation | Apr 26, 2022 | CPUGPU | CodeCode Available | 1 |
| AccMPEG: Optimizing Video Encoding for Video Analytics | Apr 26, 2022 | CPUobject-detection | —Unverified | 0 |
| Scalable Motif Counting for Large-scale Temporal Graphs | Apr 20, 2022 | Anomaly DetectionCPU | CodeCode Available | 0 |
| CPU- and GPU-based Distributed Sampling in Dirichlet Process Mixtures for Large-scale Analysis | Apr 19, 2022 | CPUGPU | CodeCode Available | 1 |
| Differentiable Time-Frequency Scattering on GPU | Apr 18, 2022 | Audio GenerationCPU | CodeCode Available | 1 |
| Learning with Signatures | Apr 17, 2022 | CPUImage Classification | CodeCode Available | 1 |
| Feature Compression for Rate Constrained Object Detection on the Edge | Apr 15, 2022 | CPUFeature Compression | —Unverified | 0 |
| Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning | Apr 14, 2022 | CPUDecoder | —Unverified | 0 |
| Streamable Neural Audio Synthesis With Non-Causal Convolutions | Apr 14, 2022 | Audio GenerationAudio Synthesis | —Unverified | 0 |
| TangoBERT: Reducing Inference Cost by using Cascaded Architecture | Apr 13, 2022 | CPUReading Comprehension | —Unverified | 0 |
| The MIT Supercloud Workload Classification Challenge | Apr 12, 2022 | ClassificationCPU | —Unverified | 0 |
| Forecasting SQL Query Cost at Twitter | Apr 12, 2022 | CPUScheduling | CodeCode Available | 1 |
| PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems | Apr 11, 2022 | CPUGPU | CodeCode Available | 1 |
| Heterogeneous Acceleration Pipeline for Recommendation System Training | Apr 11, 2022 | CPUGPU | —Unverified | 0 |
| Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition | Apr 8, 2022 | Action DetectionActivity Detection | —Unverified | 0 |
| Event Transformer. A sparse-aware solution for efficient event data processing | Apr 7, 2022 | CPUGesture Recognition | CodeCode Available | 1 |
| 3D face reconstruction with dense landmarks | Apr 6, 2022 | 3D Face ReconstructionCPU | —Unverified | 0 |
| Brain-Inspired Hyperdimensional Computing: How Thermal-Friendly for Edge Computing? | Apr 5, 2022 | CPUEdge-computing | —Unverified | 0 |
| Monitoring social distancing with single image depth estimation | Apr 4, 2022 | CPUDepth Estimation | —Unverified | 0 |
| EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face Detection | Apr 4, 2022 | CPUFace Detection | CodeCode Available | 1 |
| Graph-based Approximate NN Search: A Revisit | Apr 2, 2022 | CPUGPU | —Unverified | 0 |
| Fast Light-Weight Near-Field Photometric Stereo | Mar 30, 2022 | CPUGPU | —Unverified | 0 |
| Eventor: An Efficient Event-Based Monocular Multi-View Stereo Accelerator on FPGA Platform | Mar 29, 2022 | CPUQuantization | —Unverified | 0 |
| Nix-TTS: Lightweight and End-to-End Text-to-Speech via Module-wise Distillation | Mar 29, 2022 | CPUDecoder | CodeCode Available | 2 |
| Stack operation of tensor networks | Mar 28, 2022 | CPUGPU | CodeCode Available | 0 |
| TGL: A General Framework for Temporal GNN Training on Billion-Scale Graphs | Mar 28, 2022 | CPUGPU | CodeCode Available | 2 |
| Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking | Mar 27, 2022 | CPUMulti-Object Tracking | CodeCode Available | 3 |
| Efficient Visual Tracking via Hierarchical Cross-Attention Transformer | Mar 25, 2022 | CPUGPU | CodeCode Available | 1 |
| ImageNet Challenging Classification with the Raspberry Pi: An Incremental Local Stochastic Gradient Descent Algorithm | Mar 21, 2022 | CPUEdge-computing | —Unverified | 0 |
| Subspace Modeling for Fast Out-Of-Distribution and Anomaly Detection | Mar 20, 2022 | Anomaly DetectionCPU | —Unverified | 0 |
| Towards Device Efficient Conditional Image Generation | Mar 19, 2022 | Conditional Image GenerationCPU | —Unverified | 0 |
| Fast Autofocusing using Tiny Transformer Networks for Digital Holographic Microscopy | Mar 15, 2022 | CPU | CodeCode Available | 0 |
| Accelerated Bayesian SED Modeling using Amortized Neural Posterior Estimation | Mar 14, 2022 | Bayesian InferenceCPU | CodeCode Available | 1 |
| The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models | Mar 14, 2022 | CPUQuantization | CodeCode Available | 4 |
| Training Protocol Matters: Towards Accurate Scene Text Recognition via Training Protocol Searching | Mar 13, 2022 | CPUGPU | CodeCode Available | 1 |