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

LP-3DGS: Learning to Prune 3D Gaussian Splatting NIPS 2024
Compact Language Models via Pruning and Knowledge Distillation NIPS 2024
SparseLLM: Towards Global Pruning of Pre-trained Language Models NIPS 2024
MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning CVPR 2024
Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices NIPS 2024
Dynamic Encoder Size Based on Data-Driven Layer-wise Pruning for Speech Recognition INTERSPEECH 2024
Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks COLING 2024
The Open-World Lottery Ticket Hypothesis for OOD Intent Classification COLING 2024
Few-shot Temporal Pruning Accelerates Diffusion Models for Text Generation COLING 2024
Pruning Multilingual Large Language Models for Multilingual Inference EMNLP 2024
Divergent Token Metrics: Measuring degradation to prune away LLM components – and optimize quantization NAACL 2024
Pruning as a Domain-specific LLM Extractor NAACL 2024
xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics EMNLP 2024
AlterMOMA: Fusion Redundancy Pruning for Camera-LiDAR Fusion Models with Alternative Modality Masking NIPS 2024
Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning ACL 2024
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization NIPS 2024
Complement Sparsification: Low-Overhead Model Pruning for Federated Learning AAAI 2023
Can We Find Strong Lottery Tickets in Generative Models? AAAI 2023
Gradient-based Gradual Pruning for Language-Specific Multilingual Neural Machine Translation EMNLP 2023
Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures CVPR 2023
Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding EACL 2023
SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot ICML 2023
Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models ICML 2023
EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning ACL 2023
Tiny Updater: Towards Efficient Neural Network-Driven Software Updating ICCV 2023