parameter efficiency

EffCRN: An Efficient Convolutional Recurrent Network for High-Performance Speech Enhancement Interspeech 2023 EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning ACL 2023 Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding AAAI 2023 FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks CVPR 2023 Fcaformer: Forward Cross Attention in Hybrid Vision Transformer ICCV 2023 GhostT5: Generate More Features with Cheap Operations to Improve Textless Spoken Question Answering Interspeech 2023 High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments AAAI 2023 Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution WACV 2023 Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling Interspeech 2023 LGPConv: Learnable Gaussian Perturbation Convolution for Lightweight Pansharpening IJCAI 2023 Linguistic More: Taking a Further Step toward Efficient and Accurate Scene Text Recognition IJCAI 2023 Masked Wavelet Representation for Compact Neural Radiance Fields CVPR 2023 Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ACL 2023 MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ACL 2023 Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training ACL 2023 Mixture-of-Expert Conformer for Streaming Multilingual ASR Interspeech 2023 Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling ACL 2023 On Enhancing Fine-Tuning for Pre-trained Language Models EMNLP 2023 One Wide Feedforward Is All You Need EMNLP 2023 PAD-Net: An Efficient Framework for Dynamic Networks ACL 2023 Parameter-efficient Dysarthric Speech Recognition Using Adapter Fusion and Householder Transformation Interspeech 2023 Parameter-Efficient Korean Character-Level Language Modeling EACL 2023 Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning Interspeech 2023 Parameter-efficient Modularised Bias Mitigation via AdapterFusion EACL 2023 Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers EMNLP 2023