model compression

3283 papers

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MC

Co-occurring keywords

knowledge distillation (3680) large language model (12755) neural network (6616) efficient computing (779) neural network optimization (1293) transfer learning (5442) convolutional neural network (4216) neural network pruning (265) language model (4573) parameter efficiency (415)

Papers

MEDIC: Remove Model Backdoors via Importance Driven Cloning CVPR 2023

CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network With Large Input CVPR 2023

Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation CVPR 2023

Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers CVPR 2023

Re-GAN: Data-Efficient GANs Training via Architectural Reconfiguration CVPR 2023

Bespoke: A Block-Level Neural Network Optimization Framework for Low-Cost Deployment AAAI 2023

Data-Free Knowledge Distillation via Feature Exchange and Activation Region Constraint CVPR 2023

Multi-Level Logit Distillation CVPR 2023

Accelerating Vision-Language Pretraining With Free Language Modeling CVPR 2023

SKDBERT: Compressing BERT via Stochastic Knowledge Distillation AAAI 2023

Lion: Adversarial Distillation of Proprietary Large Language Models EMNLP 2023

Adaptive Gating in Mixture-of-Experts based Language Models EMNLP 2023

Adapting Language Models to Compress Contexts EMNLP 2023

DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining EMNLP 2023

Learning Federated Visual Prompt in Null Space for MRI Reconstruction CVPR 2023

Adaptive Channel Sparsity for Federated Learning Under System Heterogeneity CVPR 2023

Partial Network Cloning CVPR 2023

Application-Agnostic Language Modeling for On-Device ASR ACL 2023

MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering CVPR 2023

Defending Against Patch-Based Backdoor Attacks on Self-Supervised Learning CVPR 2023

FedOBD: Opportunistic Block Dropout for Efficiently Training Large-scale Neural Networks through Federated Learning IJCAI 2023

GKD: A General Knowledge Distillation Framework for Large-scale Pre-trained Language Model ACL 2023

Switchable Representation Learning Framework With Self-Compatibility CVPR 2023

MobileOne: An Improved One Millisecond Mobile Backbone CVPR 2023

DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation ACL 2023