model compression

Accelerating Sparse Convolution with Column Vector-Wise Sparsity NeurIPS 2022 AdapLeR: Speeding up Inference by Adaptive Length Reduction ACL 2022 Adaptable Adapters NAACL 2022 A Deep Learning-Based Face Mask Detector for Autonomous Nano-Drones (Student Abstract) AAAI 2022 Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-trained Transformers AAAI 2022 A Flexible Multi-Task Model for BERT Serving ACL 2022 Algorithmic Diversity and Tiny Models: Comparing Binary Networks and the Fruit Fly Algorithm on Document Representation Tasks EMNLP 2022 Aligned Weight Regularizers for Pruning Pretrained Neural Networks ACL 2022 AlignQ: Alignment Quantization With ADMM-Based Correlation Preservation CVPR 2022 AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models EMNLP 2022 Alternative non-BERT model choices for the textual classification in low-resource languages and environments NAACL 2022 A Multi-Stage Multi-Codebook VQ-VAE Approach to High-Performance Neural TTS Interspeech 2022 Analyzing and Mitigating Interference in Neural Architecture Search ICML 2022 An Effective, Performant Named Entity Recognition System for Noisy Business Telephone Conversation Transcripts COLING 2022 An Effective Post-training Embedding Binarization Approach for Fast Online Top-K Passage Matching AACL 2022 A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness ACML 2022 A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification Interspeech 2022 AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network CVPR 2022 Attention Mechanism with Energy-Friendly Operations ACL 2022 Attention Temperature Matters in Abstractive Summarization Distillation ACL 2022 Attentive Fine-Grained Structured Sparsity for Image Restoration CVPR 2022 Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING 2022 Audio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable ICLR 2022 A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes Interspeech 2022 AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning NeurIPS 2022