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model pruning

270 papers

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Co-occurring keywords · papers mentioning both

model compression (101) knowledge distillation (45) neural network pruning (37) large language model (37) neural network optimization (27) lottery ticket hypothesis (24) neural network (20) transfer learning (20) network pruning (18) model quantization (18)

Papers

ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models ICLR 2024 Entropy Induced Pruning Framework for Convolutional Neural Networks AAAI 2024 ERes2NetV2: Boosting Short-Duration Speaker Verification Performance with Computational Efficiency Interspeech 2024 F³-Pruning: A Training-Free and Generalized Pruning Strategy towards Faster and Finer Text-to-Video Synthesis AAAI 2024 Fairness-Aware Structured Pruning in Transformers AAAI 2024 FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing AAAI 2024 Few-shot Temporal Pruning Accelerates Diffusion Models for Text Generation COLING 2024 Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning ACL 2024 Graph Lottery Ticket Automated ICLR 2024 Incremental Randomized Smoothing Certification ICLR 2024 Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis EMNLP 2024 Learn it or Leave it: Module Composition and Pruning for Continual Learning ACL 2024 Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning ACL 2024 LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning ACL 2024 LP-3DGS: Learning to Prune 3D Gaussian Splatting NeurIPS 2024 MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection CVPR 2024 MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models NeurIPS 2024 MaxQ: Multi-Axis Query for N:M Sparsity Network CVPR 2024 MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning CVPR 2024 Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression CVPR 2024 OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning CVPR 2024 ORTicket: Let One Robust BERT Ticket Transfer across Different Tasks COLING 2024 Plug-and-Play: An Efficient Post-training Pruning Method for Large Language Models ICLR 2024 Pruning as a Domain-specific LLM Extractor NAACL 2024 Pruning for Protection: Increasing Jailbreak Resistance in Aligned LLMs Without Fine-Tuning EMNLP 2024