← Keywords

efficient training

51 papers

Explore in graph

Co-occurring keywords

model compression (3283) efficient computing (779) large language model (12755) neural network optimization (1293) transfer learning (5442) language model (4573) memory optimization (114) vision transformer (1091) attention mechanism (3975) data augmentation (3037)

Papers

Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging EACL 2026
Thesis Proposal: Efficient Methods for Natural Language Generation/Understanding Systems IJCNLP 2025
Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025
No Pains, More Gains: Recycling Sub-Salient Patches for Efficient High-Resolution Image Recognition CVPR 2025
REDUCIO! Generating 1K Video within 16 Seconds using Extremely Compressed Motion Latents ICCV 2025
Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference ACL 2025
FoldMoE: Efficient Long Sequence MoE Training via Attention-MoE Pipelining ACL 2025
Thesis Proposal: Efficient Methods for Natural Language Generation/Understanding Systems AACL 2025
TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training ICCV 2025
LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models ACL 2025
VarDrop: Enhancing Training Efficiency by Reducing Variate Redundancy in Periodic Time Series Forecasting AAAI 2025
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NIPS 2024
Symmetric Dot-Product Attention for Efficient Training of BERT Language Models ACL 2024
Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation NIPS 2024
DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing AAAI 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models ACL 2024
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning NIPS 2024
Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention EMNLP 2024
Efficient Large Multi-modal Models via Visual Context Compression NIPS 2024
Efficient Training of Language Models using Few-Shot Learning ICML 2023
Influence Scores at Scale for Efficient Language Data Sampling EMNLP 2023
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training AAAI 2023
A Survey on Efficient Training of Transformers IJCAI 2023
Data-Efficient French Language Modeling with CamemBERTa ACL 2023
Dynamic Stashing Quantization for Efficient Transformer Training EMNLP 2023