| CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation | May 10, 2021 | DecoderGPU | CodeCode Available | 1 |
| Accelerating Large Scale Real-Time GNN Inference using Channel Pruning | May 10, 2021 | CPUGPU | CodeCode Available | 1 |
| Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution | May 9, 2021 | GPUImage Super-Resolution | CodeCode Available | 1 |
| Long-Span Summarization via Local Attention and Content Selection | May 8, 2021 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 1 |
| PIM-DRAM: Accelerating Machine Learning Workloads using Processing in Commodity DRAM | May 8, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms | May 8, 2021 | CPUGPU | CodeCode Available | 1 |
| Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms | May 8, 2021 | CPUGPU | —Unverified | 0 |
| Adaptive Focus for Efficient Video Recognition | May 7, 2021 | Computational EfficiencyGPU | CodeCode Available | 1 |
| PLSM: A Parallelized Liquid State Machine for Unintentional Action Detection | May 6, 2021 | Action DetectionGPU | CodeCode Available | 0 |
| Challenges and Obstacles Towards Deploying Deep Learning Models on Mobile Devices | May 6, 2021 | Autonomous VehiclesDeep Learning | —Unverified | 0 |
