| 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 |
