efficient inference

DACT-BERT: Differentiable Adaptive Computation Time for an Efficient BERT Inference ACL 2022 DeeCap: Dynamic Early Exiting for Efficient Image Captioning CVPR 2022 DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL 2022 Early-Bird GCNs: Graph-Network Co-optimization towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets AAAI 2022 EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start EMNLP 2022 Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models NeurIPS 2022 EViT: Expediting Vision Transformers via Token Reorganizations ICLR 2022 Fast Nearest Neighbor Machine Translation ACL 2022 F-coref: Fast, Accurate and Easy to Use Coreference Resolution AACL 2022 FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer IJCAI 2022 GhostNetV2: Enhance Cheap Operation with Long-Range Attention NeurIPS 2022 MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens CVPR 2022 Near optimal efficient decoding from pooled data COLT 2022 Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL 2022 RedApt: An Adaptor for wav2vec 2 EncodingFaster and Smaller Speech Translation without Quality Compromise EMNLP 2022 Rethinking Resolution in the Context of Efficient Video Recognition NeurIPS 2022 Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters ACL 2022 Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation EMNLP 2022 SAViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization NeurIPS 2022 SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks AAAI 2022 Any-Precision Deep Neural Networks AAAI 2021 DeRF: Decomposed Radiance Fields CVPR 2021 Dynamic Domain Adaptation for Efficient Inference CVPR 2021 Dynamic Network Quantization for Efficient Video Inference ICCV 2021 DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification NeurIPS 2021