computational efficiency

Acceleration of Large Transformer Model Training by Sensitivity-Based Layer Dropping AAAI 2023 Alternating Updates for Efficient Transformers NeurIPS 2023 An Efficient Speech Separation Network Based on Recurrent Fusion Dilated Convolution and Channel Attention Interspeech 2023 An Inverse Scaling Law for CLIP Training NeurIPS 2023 ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation NeurIPS 2023 Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination ACL 2023 Back to Patterns: Efficient Japanese Morphological Analysis with Feature-Sequence Trie ACL 2023 Balanced Training for Sparse GANs NeurIPS 2023 CF-ViT: A General Coarse-to-Fine Method for Vision Transformer AAAI 2023 CHAMMI: A benchmark for channel-adaptive models in microscopy imaging NeurIPS 2023 Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition AAAI 2023 Consonant is all you need: a compact representation of English text for efficient NLP EMNLP 2023 Content-Aware Token Sharing for Efficient Semantic Segmentation With Vision Transformers CVPR 2023 Data Structures for Density Estimation ICML 2023 Diffusion Probabilistic Model Made Slim CVPR 2023 Dimensionality-Varying Diffusion Process CVPR 2023 DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition ICCV 2023 Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation ICCV 2023 Efficient Diffusion Policies For Offline Reinforcement Learning NeurIPS 2023 Efficient Learning of Mesh-Based Physical Simulation with Bi-Stride Multi-Scale Graph Neural Network ICML 2023 Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer EMNLP 2023 Efficient Skeleton-Based Action Recognition via Joint-Mapping Strategies WACV 2023 EgoDistill: Egocentric Head Motion Distillation for Efficient Video Understanding NeurIPS 2023 Eventful Transformers: Leveraging Temporal Redundancy in Vision Transformers ICCV 2023 Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning Interspeech 2023