Knowledge Distillation

Efficient Model Development through Fine-tuning Transfer EMNLP 2025 Efficient One-shot Compression via Low-Rank Local Feature Distillation NAACL 2025 Efficient Speech Translation through Model Compression and Knowledge Distillation ACL 2025 Efficient Traffic Prediction Through Spatio-Temporal Distillation AAAI 2025 EgoAdapt: Adaptive Multisensory Distillation and Policy Learning for Efficient Egocentric Perception ICCV 2025 EgoLife: Towards Egocentric Life Assistant CVPR 2025 Electron Density-enhanced Molecular Geometry Learning IJCAI 2025 Embedding Domain Knowledge for Large Language Models via Reinforcement Learning from Augmented Generation EMNLP 2025 Emergent Wisdom at BEA 2025 Shared Task: From Lexical Understanding to Reflective Reasoning for Pedagogical Ability Assessment ACL 2025 EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments EMNLP 2025 EMOE: Modality-Specific Enhanced Dynamic Emotion Experts CVPR 2025 Emo Pillars: Knowledge Distillation to Support Fine-Grained Context-Aware and Context-Less Emotion Classification ACL 2025 Empowering Persuasion Detection in Slavic Texts through Two-Stage Generative Reasoning ACL 2025 Enabling Visual Foundation Models to Teach Compact Students via Mixture of Distillation IJCAI 2025 Encoder-Aware Sequence-Level Knowledge Distillation for Low-Resource Neural Machine Translation NAACL 2025 EnergyCompress: A General Case Base Learning Strategy IJCAI 2025 Enhanced Event-based Dense Stereo via Cross-Sensor Knowledge Distillation ICCV 2025 Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping ACL 2025 Enhancing Knowledge Distillation of Large Language Models through Efficient Multi-Modal Distribution Alignment COLING 2025 Enhancing LLM-Based Molecular Captioning with Molecular Fingerprints IJCNLP 2025 Enhancing Mixture of Experts with Independent and Collaborative Learning for Long-Tail Visual Recognition IJCAI 2025 Enriching the Low-Resource Neural Machine Translation with Large Language Model IJCNLP 2025 Ensembles of Low-Rank Expert Adapters ICLR 2025 Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction AAAI 2025 Evaluating distillation methods for data-efficient syntax learning EMNLP 2025