Knowledge Distillation

DPED: Multi-Layer Noise Distillation for Privacy-Preserving Text Embeddings EMNLP 2025 DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation ACL 2025 Dream-to-Recon: Monocular 3D Reconstruction with Diffusion-Depth Distillation from Single Images ICCV 2025 Dropout Connects Transformers and CNNs: Transfer General Knowledge for Knowledge Distillation WACV 2025 Dual Information Purification for Lightweight SAR Object Detection AAAI 2025 DuoLoRA : Cycle-consistent and Rank-disentangled Content-Style Personalization ICCV 2025 DuRep: Dual-Mode Speech Representation Learning via ASR-Aware Distillation Interspeech 2025 Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration AAAI 2025 Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling AAAI 2025 Dynamic Feature Fusion for Sign Language Translation Using HyperNetworks NAACL 2025 EA-KD: Entropy-based Adaptive Knowledge Distillation ICCV 2025 EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models EMNLP 2025 EASY: Emotion-aware Speaker Anonymization via Factorized Distillation Interspeech 2025 Efficient Multilingual ASR Finetuning via LoRA Language Experts Interspeech 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 EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments EMNLP 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 END^2: Robust Dual-Decoder Watermarking Framework Against Non-Differentiable Distortions AAAI 2025 Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping ACL 2025 Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation CVPR 2025