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model compression

3302 papers

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MC

Co-occurring keywords

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

Efficient Image Captioning for Edge Devices AAAI 2023
Pruning vs Quantization: Which is Better? NIPS 2023
Bespoke: A Block-Level Neural Network Optimization Framework for Low-Cost Deployment AAAI 2023
Reusing Pretrained Models by Multi-linear Operators for Efficient Training NIPS 2023
SKDBERT: Compressing BERT via Stochastic Knowledge Distillation AAAI 2023
IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings AAAI 2023
Probabilistic Weight Fixing: Large-scale training of neural network weight uncertainties for quantisation. NIPS 2023
SUBP: Soft Uniform Block Pruning for 1$\times$N Sparse CNNs Multithreading Acceleration NIPS 2023
Accelerating Molecular Graph Neural Networks via Knowledge Distillation NIPS 2023
Binary and Ternary Natural Language Generation ACL 2023
A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning ACL 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
Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers ACL 2023
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ACL 2023
Dynamic and Efficient Inference for Text Generation via BERT Family ACL 2023
Modular and On-demand Bias Mitigation with Attribute-Removal Subnetworks ACL 2023
AccelIR: Task-Aware Image Compression for Accelerating Neural Restoration CVPR 2023
Efficient Multimodal Fusion via Interactive Prompting CVPR 2023