Model Compression

Adapting Shortcut With Normalizing Flow: An Efficient Tuning Framework for Visual Recognition CVPR 2023 Adaptive Data-Free Quantization CVPR 2023 Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction AAAI 2023 Adaptive Neural Network Quantization For Lightweight Speaker Verification Interspeech 2023 AdaTranS: Adapting with Boundary-based Shrinking for End-to-End Speech Translation EMNLP 2023 A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning ACL 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 Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models ACL 2023 Are Intermediate Layers and Labels Really Necessary? A General Language Model Distillation Method ACL 2023 A Simple and General Binarization Method for Image Restoration Neural Networks ACML 2023 A Survey on Model Compression and Acceleration for Pretrained Language Models AAAI 2023 AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation ACL 2023 Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism AAAI 2023 Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures CVPR 2023 BiBench: Benchmarking and Analyzing Network Binarization ICML 2023 Bi-directional Masks for Efficient N:M Sparse Training ICML 2023 BiMatting: Efficient Video Matting via Binarization NeurIPS 2023 Binarized Spectral Compressive Imaging NeurIPS 2023 Binary and Ternary Natural Language Generation ACL 2023 Bit-Shrinking: Limiting Instantaneous Sharpness for Improving Post-Training Quantization CVPR 2023 BiViT: Extremely Compressed Binary Vision Transformers ICCV 2023 Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation CVPR 2023 Boosting Graph Neural Networks via Adaptive Knowledge Distillation AAAI 2023