training efficiency

Guiding a Diffusion Transformer with the Internal Dynamics of Itself CVPR 2026 Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging EACL 2026 MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe CVPR 2026 OpenVision 2: A Family of Generative Pretrained Visual Encoders for Multimodal Learning CVPR 2026 Reviving ConvNeXt for Efficient Convolutional Diffusion Models CVPR 2026 A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts ICLR 2025 An Effective Incorporating Heterogeneous Knowledge Curriculum Learning for Sequence Labeling ACL 2025 Beyond Fixed Length: Bucket Pre-training is All You Need IJCAI 2025 DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space ICML 2025 DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation CVPR 2025 ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training EMNLP 2025 Efficient Core-set Selection for Deep Learning Through Squared Loss Minimization ICML 2025 FocusLLM: Precise Understanding of Long Context by Dynamic Condensing ACL 2025 Improved Noise Schedule for Diffusion Training ICCV 2025 Improving Transformer Based Line Segment Detection with Matched Predicting and Re-ranking AAAI 2025 MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025 One-Pass to Reason: Token Duplication and Block-Sparse Mask for Efficient Fine-Tuning on Multi-Turn Reasoning IJCNLP 2025 Reinforcement Learning-Guided Data Selection via Redundancy Assessment ICCV 2025 Scalable Non-Equivariant 3D Molecule Generation via Rotational Alignment ICML 2025 Scale Efficient Training for Large Datasets CVPR 2025 Single layer tiny Co4 outpaces GPT-2 and GPT-BERT EMNLP 2025 Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency EMNLP 2025 What to Distill? Fast Knowledge Distillation with Adaptive Sampling ICCV 2025 When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration ICML 2025 Color-Oriented Redundancy Reduction in Dataset Distillation NeurIPS 2024