model compression

Learning Disentangled Representation in Pruning for Real-Time UAV Tracking ACML 2022 Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning ICLR 2022 Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation NeurIPS 2022 Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, And No Retraining ICLR 2022 Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL 2022 Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models EMNLP 2022 Leveraging Inter-Layer Dependency for Post -Training Quantization NeurIPS 2022 LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT Interspeech 2022 Lightweight Monocular Depth With a Novel Neural Architecture Search Method WACV 2022 Lightweight Transformers for Conversational AI NAACL 2022 Lite-MDETR: A Lightweight Multi-Modal Detector CVPR 2022 Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation CVPR 2022 Localization Distillation for Dense Object Detection CVPR 2022 "Lossless" Compression of Deep Neural Networks: A High-dimensional Neural Tangent Kernel Approach NeurIPS 2022 Lost in Distillation: A Case Study in Toxicity Modeling NAACL 2022 Low-Cost Multispectral Scene Analysis With Modality Distillation WACV 2022 Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations NeurIPS 2022 M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design NeurIPS 2022 Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks COLING 2022 Masked Training of Neural Networks with Partial Gradients AISTATS 2022 Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network CVPR 2022 Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022 MemSR: Training Memory-efficient Lightweight Model for Image Super-Resolution ICML 2022 Meta-Learning Adaptive Knowledge Distillation for Efficient Biomedical Natural Language Processing AACL 2022 MiniViT: Compressing Vision Transformers With Weight Multiplexing CVPR 2022