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model compression

3302 papers

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MC

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knowledge distillation (3725) large language model (13587) neural network (6616) efficient computing (781) neural network optimization (1293) transfer learning (5449) convolutional neural network (4226) neural network pruning (265) language model (4599) parameter efficiency (417)

Papers

Revisiting Token Dropping Strategy in Efficient BERT Pretraining ACL 2023
Exploring Transformers as Compact, Data-efficient Language Models CONLL 2023
DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models INTERSPEECH 2023
CF-ViT: A General Coarse-to-Fine Method for Vision Transformer AAAI 2023
A Model for Every User and Budget: Label-Free and Personalized Mixed-Precision Quantization INTERSPEECH 2023
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training AAAI 2023
Quantization-aware and Tensor-compressed Training of Transformers for Natural Language Understanding INTERSPEECH 2023
Application of Knowledge Distillation to Multi-Task Speech Representation Learning INTERSPEECH 2023
DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model INTERSPEECH 2023
AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models OSDI 2023
Knowledge Distillation on Joint Task End-to-End Speech Translation INTERSPEECH 2023
Resilient Binary Neural Network AAAI 2023
A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models ACL 2023
QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection ICCV 2023
Exploring Incompatible Knowledge Transfer in Few-Shot Image Generation CVPR 2023
Boundary-Aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval CVPR 2023
Distilling Focal Knowledge From Imperfect Expert for 3D Object Detection CVPR 2023
SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy CVPR 2023
Efficient RGB-T Tracking via Cross-Modality Distillation CVPR 2023
Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures CVPR 2023
Memory-Friendly Scalable Super-Resolution via Rewinding Lottery Ticket Hypothesis CVPR 2023
Joint Token Pruning and Squeezing Towards More Aggressive Compression of Vision Transformers CVPR 2023
Generic-to-Specific Distillation of Masked Autoencoders CVPR 2023
CP3: Channel Pruning Plug-In for Point-Based Networks CVPR 2023
Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models ACL 2023