Efficient Computing

GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models NeurIPS 2022 GhostNetV2: Enhance Cheap Operation with Long-Range Attention NeurIPS 2022 Go Wider Instead of Deeper AAAI 2022 GradViT: Gradient Inversion of Vision Transformers CVPR 2022 Graph Reordering for Cache-Efficient Near Neighbor Search NeurIPS 2022 HW-TSC’s Submission for the WMT22 Efficiency Task EMNLP 2022 Hybrid Neural Networks for On-Device Directional Hearing AAAI 2022 Improved Utility Analysis of Private CountSketch NeurIPS 2022 Input-Specific Robustness Certification for Randomized Smoothing AAAI 2022 ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution Segmentation CVPR 2022 Is Integer Arithmetic Enough for Deep Learning Training? NeurIPS 2022 Itero: An Online Iterative Voting Application IJCAI 2022 Latency-aware Spatial-wise Dynamic Networks NeurIPS 2022 LC-FDNet: Learned Lossless Image Compression With Frequency Decomposition Network CVPR 2022 Learning Based Multi-Modality Image and Video Compression CVPR 2022 Learning Features with Parameter-Free Layers ICLR 2022 Less Is More: Pay Less Attention in Vision Transformers AAAI 2022 Less is More: Summary of Long Instructions is Better for Program Synthesis EMNLP 2022 Leveraging Inter-Layer Dependency for Post -Training Quantization NeurIPS 2022 Linearizing Transformer with Key-Value Memory EMNLP 2022 LIPS - Learning Industrial Physical Simulation benchmark suite NeurIPS 2022 LittleBird: Efficient Faster & Longer Transformer for Question Answering EMNLP 2022 Locality-Sensitive Hashing for Long Context Neural Machine Translation ACL 2022 Long-range Sequence Modeling with Predictable Sparse Attention ACL 2022 M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design NeurIPS 2022