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| Findings of the WMT 2021 Shared Task on Efficient Translation | Nov 1, 2021 | CPUGPU | —Unverified | 0 |
| Low Resource Quadratic Forms for Knowledge Graph Embeddings | Nov 1, 2021 | Computational EfficiencyCPU | —Unverified | 0 |
| Limitations of Knowledge Distillation for Zero-shot Transfer Learning | Nov 1, 2021 | CPUCross-Lingual Transfer | —Unverified | 0 |
| GNNear: Accelerating Full-Batch Training of Graph Neural Networks with Near-Memory Processing | Nov 1, 2021 | CPUGPU | —Unverified | 0 |
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| Collage: Seamless Integration of Deep Learning Backends with Automatic Placement | Nov 1, 2021 | CPUDeep Learning | CodeCode Available | 1 |
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| Fast k-NN Graph Construction by GPU based NN-Descent | Oct 30, 2021 | CPUGPU | CodeCode Available | 1 |
| Optimizing Sparse Matrix Multiplications for Graph Neural Networks | Oct 30, 2021 | CPU | —Unverified | 0 |
| SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs | Oct 28, 2021 | CPUGPU | CodeCode Available | 1 |
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| TOD: GPU-accelerated Outlier Detection via Tensor Operations | Oct 26, 2021 | CPUFraud Detection | CodeCode Available | 1 |
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| AxoNN: An asynchronous, message-driven parallel framework for extreme-scale deep learning | Oct 25, 2021 | CPUGPU | —Unverified | 0 |
| Vis-TOP: Visual Transformer Overlay Processor | Oct 21, 2021 | CPUGPU | —Unverified | 0 |
| The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding | Oct 19, 2021 | CPUGPU | —Unverified | 0 |
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| Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization | Oct 19, 2021 | CPUGPU | —Unverified | 0 |
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