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| DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale | Jun 30, 2022 | CPUGPU | CodeCode Available | 4 |
| Deep Learning to See: Towards New Foundations of Computer Vision | Jun 30, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Turbo: Opportunistic Enhancement for Edge Video Analytics | Jun 29, 2022 | Edge-computingGPU | —Unverified | 0 |
| Fleet-DAgger: Interactive Robot Fleet Learning with Scalable Human Supervision | Jun 29, 2022 | Continual LearningGPU | CodeCode Available | 1 |
| SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences | Jun 29, 2022 | CPUGPU | —Unverified | 0 |
| Knowledge Distillation of Transformer-based Language Models Revisited | Jun 29, 2022 | GPUKnowledge Distillation | —Unverified | 0 |
| TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s | Jun 28, 2022 | GPU | —Unverified | 0 |
| Efficient Deep Learning Using Non-Volatile Memory Technology | Jun 27, 2022 | Deep LearningGPU | —Unverified | 0 |
| MGNet: Monocular Geometric Scene Understanding for Autonomous Driving | Jun 27, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
