inference speed

Shallow Diffusion for Fast Speech Enhancement (Student Abstract) AAAI 2024 SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding Interspeech 2024 SwiftPillars: High-Efficiency Pillar Encoder for Lidar-Based 3D Detection AAAI 2024 Switchable Decision: Dynamic Neural Generation Networks ICML 2024 Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner CVPR 2024 BioNART: A Biomedical Non-AutoRegressive Transformer for Natural Language Generation ACL 2023 CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking Interspeech 2023 Equivalent Transformation and Dual Stream Network Construction for Mobile Image Super-Resolution CVPR 2023 Hybrid-Regressive Paradigm for Accurate and Speed-Robust Neural Machine Translation ACL 2023 HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition Interspeech 2023 LightVoc: An Upsampling-Free GAN Vocoder Based On Conformer And Inverse Short-time Fourier Transform Interspeech 2023 NarrowBERT: Accelerating Masked Language Model Pretraining and Inference ACL 2023 RenewNAT: Renewing Potential Translation for Non-autoregressive Transformer AAAI 2023 Re-parameterizing Your Optimizers rather than Architectures ICLR 2023 Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks CVPR 2023 SmartBERT: A Promotion of Dynamic Early Exiting Mechanism for Accelerating BERT Inference IJCAI 2023 Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems ACL 2023 A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ACL 2022 A Stacking-based Efficient Method for Toxic Language Detection on Live Streaming Chat EMNLP 2022 Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation EMNLP 2022 Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models ACL 2022 Fast Bilingual Grapheme-To-Phoneme Conversion NAACL 2022 ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution Segmentation CVPR 2022 MFA-Conformer: Multi-scale Feature Aggregation Conformer for Automatic Speaker Verification Interspeech 2022 MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation NAACL 2022