model compression

Learn From One Specialized Sub-Teacher: One-to-One Mapping for Feature-Based Knowledge Distillation EMNLP 2023 Learning Adversarially Robust Sparse Networks via Weight Reparameterization AAAI 2023 Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix EMNLP 2023 Learning Federated Visual Prompt in Null Space for MRI Reconstruction CVPR 2023 Learning Large Graph Property Prediction via Graph Segment Training NeurIPS 2023 Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution WACV 2023 Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation ICML 2023 Learning Re-sampling Methods with Parameter Attribution for Image Super-resolution NeurIPS 2023 Learning to Jointly Share and Prune Weights for Grounding Based Vision and Language Models ICLR 2023 Learning to Linearize Deep Neural Networks for Secure and Efficient Private Inference ICLR 2023 Learning To Retain While Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation CVPR 2023 LECO: Improving Early Exiting via Learned Exits and Comparison-based Exiting Mechanism ACL 2023 Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning EMNLP 2023 Less Is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation CVPR 2023 Less is More: Task-aware Layer-wise Distillation for Language Model Compression ICML 2023 Lifelong Compression Mixture Model via Knowledge Relationship Graph AAAI 2023 Lifting the Curse of Capacity Gap in Distilling Language Models ACL 2023 LightClone: Speaker-guided Parallel Subnet Selection for Few-shot Voice Cloning Interspeech 2023 LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing ACL 2023 LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification ICLR 2023 Lion: Adversarial Distillation of Proprietary Large Language Models EMNLP 2023 LLM-Pruner: On the Structural Pruning of Large Language Models NeurIPS 2023 LOFT: Finding Lottery Tickets through Filter-wise Training AISTATS 2023 LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation ICML 2023 Lossy and Lossless (L2) Post-training Model Size Compression ICCV 2023