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| Temporal Gaussian Process Regression in Logarithmic Time | Feb 19, 2021 | GPUregression | CodeCode Available | 1 |
| COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining | Feb 16, 2021 | Contrastive LearningGPU | CodeCode Available | 1 |
| EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture Search | Feb 16, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 |
| RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning Workloads | Feb 8, 2021 | CPUDeep Reinforcement Learning | CodeCode Available | 1 |
| Horizontally Fused Training Array: An Effective Hardware Utilization Squeezer for Training Novel Deep Learning Models | Feb 3, 2021 | GPU | CodeCode Available | 1 |
| AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning | Feb 2, 2021 | GPU | CodeCode Available | 1 |
| Model-based multi-parameter mapping | Feb 2, 2021 | DenoisingGPU | CodeCode Available | 1 |
| [Re] Hamiltonian Generative Networks | Jan 31, 2021 | GPUReinforcement Learning | CodeCode Available | 1 |
| A Runtime-Based Computational Performance Predictor for Deep Neural Network Training | Jan 31, 2021 | GPU | CodeCode Available | 1 |