model compression

Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks COLING 2022 Compressible-composable NeRF via Rank-residual Decomposition NeurIPS 2022 Compressing Models With Few Samples: Mimicking Then Replacing CVPR 2022 Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation ACL 2022 Compression of Generative Pre-trained Language Models via Quantization ACL 2022 Condensing CNNs With Partial Differential Equations CVPR 2022 Contextual Similarity Distillation for Asymmetric Image Retrieval CVPR 2022 Continual Federated Learning Based on Knowledge Distillation IJCAI 2022 Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization EMNLP 2022 Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints NeurIPS 2022 Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition AAAI 2022 COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models EMNLP 2022 Cross-Layer Similarity Knowledge Distillation for Speech Enhancement Interspeech 2022 CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference NeurIPS 2022 DACT-BERT: Differentiable Adaptive Computation Time for an Efficient BERT Inference ACL 2022 DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning ICML 2022 Data-Free Adversarial Knowledge Distillation for Graph Neural Networks IJCAI 2022 Data-Free Network Compression via Parametric Non-Uniform Mixed Precision Quantization CVPR 2022 DECORE: Deep Compression With Reinforcement Learning CVPR 2022 Decoupled Federated Learning for ASR with Non-IID Data Interspeech 2022 Decoupled Knowledge Distillation CVPR 2022 Deep Compression of Pre-trained Transformer Models NeurIPS 2022 DeepHardMark: Towards Watermarking Neural Network Hardware AAAI 2022 Deeply Tensor Compressed Transformers for End-to-End Object Detection AAAI 2022 Deep Model Reassembly NeurIPS 2022