model scaling

A Unified Framework for Knowledge Transfer in Bidirectional Model Scaling CVPR 2026 OmniScale: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo AAAI 2026 Scaling and Transferability of Annealing Strategies in Large Language Model Training AAAI 2026 Scaling Law Analysis in Federated Learning: How to Select the Optimal Model Size? AAAI 2026 Accurate Scene Text Recognition with Efficient Model Scaling and Cloze Self-Distillation CVPR 2025 Autoregressive Pretraining with Mamba in Vision ICLR 2025 Byte Latent Transformer: Patches Scale Better Than Tokens ACL 2025 Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025 Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs EMNLP 2025 Do Large Language Models Mirror Cognitive Language Processing? COLING 2025 ECF-YOLOv7-Tiny: Improving Feature Fusion and the Receptive Field for Lightweight Object Detectors WACV 2025 Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval EMNLP 2025 IAM: Efficient Inference through Attention Mapping between Different-scale LLMs ACL 2025 Inference Compute-Optimal Video Vision Language Models ACL 2025 Layer Duplication in LLMs EMNLP 2025 LESA: Learnable LLM Layer Scaling-Up ACL 2025 Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models ICLR 2025 Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions EMNLP 2025 PALO: A Polyglot Large Multimodal Model for 5B People WACV 2025 Rethinking the Role of Text Complexity in Language Model Pretraining EMNLP 2025 Scalable Vision Language Model Training via High Quality Data Curation ACL 2025 Scaling and Taming Adversarial Training with Synthetic Data ICCV 2025 Scaling beyond Denoising: Submitted System and Findings in URGENT Challenge 2025 Interspeech 2025 Scaling Data-Constrained Language Models JMLR 2025 Scaling Laws for Multilingual Language Models ACL 2025