| PatrickStar: Parallel Training of Pre-trained Models via Chunk-based Memory Management | Aug 12, 2021 | CPUGPU | CodeCode Available | 1 |
| Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance | Aug 2, 2021 | CPUGPU | CodeCode Available | 1 |
| A Causal U-net based Neural Beamforming Network for Real-Time Multi-Channel Speech Enhancement | Aug 1, 2021 | CPUSpeech Enhancement | CodeCode Available | 1 |
| Scalable Memory Protection in the PENGLAI Enclave | Jul 14, 2021 | CPU | CodeCode Available | 1 |
| SurgeonAssist-Net: Towards Context-Aware Head-Mounted Display-Based Augmented Reality for Surgical Guidance | Jul 13, 2021 | CPU | CodeCode Available | 1 |
| Neural Waveshaping Synthesis | Jul 11, 2021 | Audio GenerationAudio Synthesis | CodeCode Available | 1 |
| Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object Detection | Jul 5, 2021 | CPUobject-detection | CodeCode Available | 1 |
| Privacy Budget Scheduling | Jun 29, 2021 | CPUFairness | CodeCode Available | 1 |
| AKG: Automatic Kernel Generation for Neural Processing Units using Polyhedral Transformations | Jun 19, 2021 | Code GenerationCPU | CodeCode Available | 1 |
| MetaCache-GPU: Ultra-Fast Metagenomic Classification | Jun 14, 2021 | ClassificationCPU | CodeCode Available | 1 |
| Sparse PointPillars: Maintaining and Exploiting Input Sparsity to Improve Runtime on Embedded Systems | Jun 12, 2021 | Birds Eye View Object DetectionCPU | CodeCode Available | 1 |
| MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning | Jun 5, 2021 | Atari GamesCPU | CodeCode Available | 1 |
| ADTrack: Target-Aware Dual Filter Learning for Real-Time Anti-Dark UAV Tracking | Jun 4, 2021 | CPUVideo Object Tracking | CodeCode Available | 1 |
| MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens | May 31, 2021 | CPUGPU | CodeCode Available | 1 |
| 1xN Pattern for Pruning Convolutional Neural Networks | May 31, 2021 | CPUNetwork Pruning | CodeCode Available | 1 |
| Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads | May 24, 2021 | CPUGPU | CodeCode Available | 1 |
| ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search | May 21, 2021 | CPUNeural Architecture Search | CodeCode Available | 1 |
| High-Fidelity and Low-Latency Universal Neural Vocoder based on Multiband WaveRNN with Data-Driven Linear Prediction for Discrete Waveform Modeling | May 20, 2021 | CPULow-latency processing | CodeCode Available | 1 |
| Low-Latency Real-Time Non-Parallel Voice Conversion based on Cyclic Variational Autoencoder and Multiband WaveRNN with Data-Driven Linear Prediction | May 20, 2021 | CPUVoice Conversion | CodeCode Available | 1 |
| Accelerating Large Scale Real-Time GNN Inference using Channel Pruning | May 10, 2021 | CPUGPU | CodeCode Available | 1 |
| Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms | May 8, 2021 | CPUGPU | CodeCode Available | 1 |
| Paraphrastic Representations at Scale | Apr 30, 2021 | CPUGPU | CodeCode Available | 1 |
| PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments | Apr 29, 2021 | CPUFederated Learning | CodeCode Available | 1 |
| Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks | Apr 26, 2021 | CPUGPU | CodeCode Available | 1 |
| CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU | Apr 22, 2021 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
