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model training

145 papers

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Co-occurring keywords · papers mentioning both

large language model (28) neural network optimization (10) federated learning (9) language model (8) neural network (8) model compression (8) deep neural network (7) distributed learning (7) representation learning (7) differential privacy (7)

Papers

How to Design and Train Your Implicit Neural Representation for Video Compression WACV 2026 TGDD: Trajectory Guided Dataset Distillation with Balanced Distribution AAAI 2026 UNSEEN: Enhancing Dataset Pruning from a Generalization Perspective AAAI 2026 Disentangling the Roles of Representation and Selection in Data Pruning ACL 2025 Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient Training CVPR 2025 Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation AAAI 2025 EFTViT: Efficient Federated Training of Vision Transformers with Masked Images on Resource-Constrained Clients ICCV 2025 Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production NSDI 2025 Field to Model: Pairing Community Data Collection with Scalable NLP through the LiFE Suite ACL 2025 FineReason: Evaluating and Improving LLMs’ Deliberate Reasoning through Reflective Puzzle Solving ACL 2025 FormalAlign: Automated Alignment Evaluation for Autoformalization ICLR 2025 Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025 Gradient-Guided Annealing for Domain Generalization CVPR 2025 Holistically Evaluating the Environmental Impact of Creating Language Models ICLR 2025 Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025 LLäMmlein: Transparent, Compact and Competitive German-Only Language Models from Scratch ACL 2025 LLM Data Selection and Utilization via Dynamic Bi-level Optimization ICML 2025 LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models ACL 2025 LongSafety: Enhance Safety for Long-Context LLMs ACL 2025 Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape LLM Alignment Quality EMNLP 2025 mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus ACL 2025 OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025 Revisit Micro-batch Clipping: Adaptive Data Pruning via Gradient Manipulation ICLR 2025 RLLTE: Long-Term Evolution Project of Reinforcement Learning AAAI 2025 Scaling FP8 training to trillion-token LLMs ICLR 2025