model compression

A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models EMNLP 2023 A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models ACL 2023 AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models OSDI 2023 Adapting Language Models to Compress Contexts EMNLP 2023 Adapting Shortcut With Normalizing Flow: An Efficient Tuning Framework for Visual Recognition CVPR 2023 Adaptive Channel Sparsity for Federated Learning Under System Heterogeneity CVPR 2023 Adaptive Contrastive Knowledge Distillation for BERT Compression ACL 2023 Adaptive Data-Free Quantization CVPR 2023 Adaptive Gating in Mixture-of-Experts based Language Models EMNLP 2023 Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction AAAI 2023 Adaptive Neural Network Quantization For Lightweight Speaker Verification Interspeech 2023 Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-Attention IJCAI 2023 AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression ACL 2023 A fast heuristic to optimize time-space tradeoff for large models NeurIPS 2023 A Frustratingly Easy Post-Training Quantization Scheme for LLMs EMNLP 2023 A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning ACL 2023 A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference Interspeech 2023 A Model for Every User and Budget: Label-Free and Personalized Mixed-Precision Quantization Interspeech 2023 A Multiple-Teacher Pruning Based Self-Distillation (MT-PSD) Approach to Model Compression for Audio-Visual Wake Word Spotting Interspeech 2023 An Efficient and Noise-Robust Audiovisual Encoder for Audiovisual Speech Recognition Interspeech 2023 An Exploratory Study on Model Compression for Text-to-SQL ACL 2023 AnyDA: Anytime Domain Adaptation ICLR 2023 Application-Agnostic Language Modeling for On-Device ASR ACL 2023 Application of Knowledge Distillation to Multi-Task Speech Representation Learning Interspeech 2023 Architecture, Dataset and Model-Scale Agnostic Data-Free Meta-Learning CVPR 2023