| UDepth: Fast Monocular Depth Estimation for Visually-guided Underwater Robots | Sep 26, 2022 | CPUDepth Estimation | CodeCode Available | 1 |
| ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference | Sep 9, 2022 | CPUGPU | CodeCode Available | 1 |
| PixTrack: Precise 6DoF Object Pose Tracking using NeRF Templates and Feature-metric Alignment | Sep 8, 2022 | CPUMulti-Object Tracking | CodeCode Available | 1 |
| Generative Adversarial Super-Resolution at the Edge with Knowledge Distillation | Sep 7, 2022 | CPUGenerative Adversarial Network | CodeCode Available | 1 |
| LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval | Aug 31, 2022 | CPUDecoder | CodeCode Available | 1 |
| JAXFit: Trust Region Method for Nonlinear Least-Squares Curve Fitting on the GPU | Aug 25, 2022 | CPUDeep Learning | CodeCode Available | 1 |
| Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching | Aug 19, 2022 | Compiler OptimizationCPU | CodeCode Available | 1 |
| L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training | Aug 18, 2022 | CPUGPU | CodeCode Available | 1 |
| BenchPress: A Deep Active Benchmark Generator | Aug 13, 2022 | Active LearningCPU | CodeCode Available | 1 |
| Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce Search | Aug 12, 2022 | CPUIntent Detection | CodeCode Available | 1 |
| Depth Quality-Inspired Feature Manipulation for Efficient RGB-D and Video Salient Object Detection | Aug 8, 2022 | CPUobject-detection | CodeCode Available | 1 |
| FastGeodis: Fast Generalised Geodesic Distance Transform | Jul 26, 2022 | CPUGPU | CodeCode Available | 1 |
| Large-displacement 3D Object Tracking with Hybrid Non-local Optimization | Jul 26, 2022 | 3D Object TrackingCPU | CodeCode Available | 1 |
| Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ Segmentation | Jul 23, 2022 | CPUGPU | CodeCode Available | 1 |
| LPYOLO: Low Precision YOLO for Face Detection on FPGA | Jul 21, 2022 | CPUDecision Making | CodeCode Available | 1 |
| ApHMM: Accelerating Profile Hidden Markov Models for Fast and Energy-Efficient Genome Analysis | Jul 20, 2022 | CPUGPU | CodeCode Available | 1 |
| An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System | Jul 16, 2022 | ClusteringCPU | CodeCode Available | 1 |
| Closed-Form Diffeomorphic Transformations for Time Series Alignment | Jun 16, 2022 | CPUForm | CodeCode Available | 1 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Learning | May 24, 2022 | Collaborative InferenceCPU | CodeCode Available | 1 |
| Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval | May 23, 2022 | Ad-Hoc Information RetrievalCPU | CodeCode Available | 1 |
| MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D Scenes | May 18, 2022 | 2kCPU | CodeCode Available | 1 |
| 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 |
| Preoperative brain tumor imaging: models and software for segmentation and standardized reporting | Apr 29, 2022 | CPUPrognosis | CodeCode Available | 1 |
