model compression

Playing Lottery Tickets with Vision and Language AAAI 2022 Plug and Play Knowledge Distillation for kNN-LM with External Logits AACL 2022 POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging ICML 2022 Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation CVPR 2022 PokeBNN: A Binary Pursuit of Lightweight Accuracy CVPR 2022 PPCD-GAN: Progressive Pruning and Class-Aware Distillation for Large-Scale Conditional GANs Compression WACV 2022 Prior Gradient Mask Guided Pruning-Aware Fine-Tuning AAAI 2022 PrivateSNN: Privacy-Preserving Spiking Neural Networks AAAI 2022 Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL 2022 ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training ICML 2022 Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher COLING 2022 Proper Reuse of Image Classification Features Improves Object Detection CVPR 2022 Proto2Proto: Can You Recognize the Car, the Way I Do? CVPR 2022 Prototypical Contrastive Predictive Coding ICLR 2022 Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks AAAI 2022 Pruning Adatperfusion with Lottery Ticket Hypothesis NAACL 2022 Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization IJCAI 2022 Pruning has a disparate impact on model accuracy NeurIPS 2022 Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions NeurIPS 2022 Pruning’s Effect on Generalization Through the Lens of Training and Regularization NeurIPS 2022 Pseudo-Relevance for Enhancing Document Representation EMNLP 2022 Pseudo-spherical Knowledge Distillation IJCAI 2022 Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection ACL 2022 QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning ICML 2022 Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer NeurIPS 2022