Knowledge Distillation

Multi-Level Optimal Transport for Universal Cross-Tokenizer Knowledge Distillation on Language Models AAAI 2025 Multilingual Iterative Model Pruning: What Matters? IJCNLP 2025 Multi-modal Anchor Gated Transformer with Knowledge Distillation for Emotion Recognition in Conversation IJCAI 2025 Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract) AAAI 2025 Multi-modal Knowledge Distillation-based Human Trajectory Forecasting CVPR 2025 Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model AAAI 2025 Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering COLING 2025 Multi-Sense Embeddings for Language Models and Knowledge Distillation ACL 2025 Multispectral Pedestrian Detection with Sparsely Annotated Label AAAI 2025 Multi-Surrogate-Teacher Assistance for Representation Alignment in Fingerprint-Based Indoor Localization WACV 2025 Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025 Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition AAAI 2025 Multi-turn Consistent Image Editing ICCV 2025 NAAM: Node-Aware Attention Mechanism for Distilling GNNs-to-MLP (Student Abstract) AAAI 2025 Neural Collapse Inspired Knowledge Distillation AAAI 2025 Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models ACL 2025 Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks AAAI 2025 Noisy Node Classification by Bi-level Optimization Based Multi-Teacher Distillation AAAI 2025 Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance EMNLP 2025 No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement COLING 2025 OGP-Net: Optical Guidance Meets Pixel-Level Contrastive Distillation for Robust Multi-Modal and Missing Modality Segmentation AAAI 2025 OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision ICLR 2025 One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit ACL 2025 One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments ACL 2025 One-Shot Knowledge Transfer for Scalable Person Re-Identification ICCV 2025