conftrace_

model pruning

237 papers

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Co-occurring keywords

model compression (3302) knowledge distillation (3725) neural network pruning (265) large language model (13587) lottery ticket hypothesis (104) neural network optimization (1293) transfer learning (5449) network pruning (183) neural network (6616) model quantization (281)

Papers

Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost AAAI 2023
Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness AAAI 2023
One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning ACL 2023
ForestPrune: Compact Depth-Pruned Tree Ensembles AISTATS 2023
Pruning Pre-trained Language Models with Principled Importance and Self-regularization ACL 2023
Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models EMNLP 2023
Data Pruning for Efficient Model Pruning in Neural Machine Translation EMNLP 2023
Robust low-rank training via approximate orthonormal constraints NIPS 2023
Structural Pruning for Diffusion Models NIPS 2023
Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection NIPS 2023
Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers NIPS 2023
Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability ICML 2023
SparseVSR: Lightweight and Noise Robust Visual Speech Recognition INTERSPEECH 2023
Not All Neighbors Matter: Point Distribution-Aware Pruning for 3D Point Cloud AAAI 2023
Pruning Pre-trained Language Models Without Fine-Tuning ACL 2023
PruMUX: Augmenting Data Multiplexing with Model Compression ACL 2023
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ACL 2023
Breaking through Deterministic Barriers: Randomized Pruning Mask Generation and Selection EMNLP 2023
Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge CVPR 2023
X-Pruner: eXplainable Pruning for Vision Transformers CVPR 2023
Fair Scratch Tickets: Finding Fair Sparse Networks Without Weight Training CVPR 2023
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models ICML 2023
Efficient Distributed Inference of Deep Neural Networks via Restructuring and Pruning AAAI 2023
The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models EMNLP 2022
Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks AAAI 2022