model distillation

Incremental Transformer: Efficient Encoder for Incremented Text Over MRC and Conversation Tasks COLING 2025 Inference-Time Diffusion Model Distillation ICCV 2025 Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding ICCV 2025 KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025 Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025 MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling ICCV 2025 Multilingual Arbitration: Optimizing Data Pools to Accelerate Multilingual Progress ACL 2025 Octopus: Towards Building the Arabic Speech LLM Suite EMNLP 2025 POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion EMNLP 2025 Quantification of Large Language Model Distillation ACL 2025 SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models ACL 2025 SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation ICCV 2025 SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025 Soft Separation and Distillation: Toward Global Uniformity in Federated Unsupervised Learning ICCV 2025 Teach Small Models to Reason by Curriculum Distillation EMNLP 2025 TSD-SR: One-Step Diffusion with Target Score Distillation for Real-World Image Super-Resolution CVPR 2025 T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching ICLR 2025 TULIP: Token-length Upgraded CLIP ICLR 2025 Turbo3D: Ultra-fast Text-to-3D Generation CVPR 2025 Who Taught You That? Tracing Teachers in Model Distillation ACL 2025 ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-scale Training Data for Multimodal LLMs ICLR 2025 Bespoke Solvers for Generative Flow Models ICLR 2024 Clockwork Diffusion: Efficient Generation With Model-Step Distillation CVPR 2024 DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows ACL 2024 Efficient Active Learning with Adapters EMNLP 2024