| HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task | Nov 1, 2021 | CPUDecoder | —Unverified | 0 |
| Human-Level Control without Server-Grade Hardware | Nov 1, 2021 | Cloud ComputingCPU | CodeCode Available | 0 |
| Limitations of Knowledge Distillation for Zero-shot Transfer Learning | Nov 1, 2021 | CPUCross-Lingual Transfer | —Unverified | 0 |
| Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task | Nov 1, 2021 | CPU | —Unverified | 0 |
| Findings of the WMT 2021 Shared Task on Efficient Translation | Nov 1, 2021 | CPUGPU | —Unverified | 0 |
| GNNear: Accelerating Full-Batch Training of Graph Neural Networks with Near-Memory Processing | Nov 1, 2021 | CPUGPU | —Unverified | 0 |
| Optimizing Sparse Matrix Multiplications for Graph Neural Networks | Oct 30, 2021 | CPU | —Unverified | 0 |
| Streaming Generalized Canonical Polyadic Tensor Decompositions | Oct 27, 2021 | CPUGPU | CodeCode Available | 0 |
| A fast horizon detector and a new annotated dataset for maritime video processing | Oct 26, 2021 | Autonomous NavigationCamera Calibration | —Unverified | 0 |
| AxoNN: An asynchronous, message-driven parallel framework for extreme-scale deep learning | Oct 25, 2021 | CPUGPU | —Unverified | 0 |
| Parameter Prediction for Unseen Deep Architectures | Oct 25, 2021 | CPUParameter Prediction | —Unverified | 0 |
| Vis-TOP: Visual Transformer Overlay Processor | Oct 21, 2021 | CPUGPU | —Unverified | 0 |
| Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization | Oct 19, 2021 | CPUGPU | —Unverified | 0 |
| The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding | Oct 19, 2021 | CPUGPU | —Unverified | 0 |
| Energon: Towards Efficient Acceleration of Transformers Using Dynamic Sparse Attention | Oct 18, 2021 | CPUEdge-computing | —Unverified | 0 |
| Exploring Deep Neural Networks on Edge TPU | Oct 17, 2021 | CPU | —Unverified | 0 |
| Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics | Oct 16, 2021 | CPUregression | —Unverified | 0 |
| Semimartingale and continuous-time Markov chain approximation for rough stochastic local volatility models | Oct 15, 2021 | CPUTime Series | —Unverified | 0 |
| A Survey of Machine Learning Algorithms for Detecting Ransomware Encryption Activity | Oct 14, 2021 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Scalable Graph Embedding LearningOn A Single GPU | Oct 13, 2021 | CPUGPU | —Unverified | 0 |
| Synergy: Resource Sensitive DNN Scheduling in Multi-Tenant Clusters | Oct 12, 2021 | CPUGPU | —Unverified | 0 |
| Event-Based high-speed low-latency fiducial marker tracking | Oct 12, 2021 | CPUPose Estimation | —Unverified | 0 |
| M6-10T: A Sharing-Delinking Paradigm for Efficient Multi-Trillion Parameter Pretraining | Oct 8, 2021 | CPUGPU | —Unverified | 0 |
| PlumeCityNet: Multi-Resolution Air Quality Forecasting | Oct 6, 2021 | CPU | —Unverified | 0 |
| Parallel Composition of Weighted Finite-State Transducers | Oct 6, 2021 | CPUspeech-recognition | —Unverified | 0 |
