efficient training

Efficient Training for Human Video Generation with Entropy-Guided Prioritized Progressive Learning CVPR 2026 Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging EACL 2026 Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference ACL 2025 AutoAL: Automated Active Learning with Differentiable Query Strategy Search ICML 2025 FoldMoE: Efficient Long Sequence MoE Training via Attention-MoE Pipelining ACL 2025 LADA: Scalable Label-Specific CLIP Adapter for Continual Learning ICML 2025 LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models 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 Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025 Thesis Proposal: Efficient Methods for Natural Language Generation/Understanding Systems IJCNLP 2025 TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training ICCV 2025 VarDrop: Enhancing Training Efficiency by Reducing Variate Redundancy in Periodic Time Series Forecasting AAAI 2025 Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation NeurIPS 2024 DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing AAAI 2024 Efficient Large Multi-modal Models via Visual Context Compression NeurIPS 2024 GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning NeurIPS 2024 LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models ACL 2024 Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training ICML 2024 Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention EMNLP 2024 Symmetric Dot-Product Attention for Efficient Training of BERT Language Models ACL 2024 Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NeurIPS 2024 A Survey on Efficient Training of Transformers IJCAI 2023 CiT: Curation in Training for Effective Vision-Language Data ICCV 2023 Data-Efficient French Language Modeling with CamemBERTa ACL 2023