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knowledge distillation

3680 papers

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Also known as

KD

Co-occurring keywords

model compression (3283) large language model (12755) transfer learning (5442) domain adaptation (4578) representation learning (6174) neural network (6616) language model (4573) continual learning (1164) catastrophic forgetting (939) contrastive learning (3979)

Papers

UIPro: Unleashing Superior Interaction Capability For GUI Agents ICCV 2025
Coupling the Generator with Teacher for Effective Data-Free Knowledge Distillation ICCV 2025
Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data NAACL 2025
Model-based Large Language Model Customization as Service EMNLP 2025
Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks CVPR 2025
Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs EMNLP 2025
Focusing on What to Decode and What to Train: SOV Decoding with Specific Target Guided DeNoising and Vision Language Advisor WACV 2025
DPMamba: Distillation Prompt Mamba for Multimodal Remote Sensing Image Classification with Missing Modalities IJCAI 2025
Egocentric Object-Interaction Anticipation with Retentive and Predictive Learning IJCAI 2025
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models EMNLP 2025
Efficient Dynamic Ensembling for Multiple LLM Experts IJCAI 2025
Dropout Connects Transformers and CNNs: Transfer General Knowledge for Knowledge Distillation WACV 2025
CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation IJCAI 2025
Weather Foundation Model Enhanced Decentralized Photovoltaic Power Forecasting Through Spatio-temporal Knowledge Distillation IJCAI 2025
Can Large Models Teach Student Models to Solve Mathematical Problems Like Human Beings? A Reasoning Distillation Method via Multi-LoRA Interaction IJCAI 2025
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture CVPR 2025
CD^2: Constrained Dataset Distillation for Few-Shot Class-Incremental Learning IJCAI 2025
SGC-Net: Stratified Granular Comparison Network for Open-Vocabulary HOI Detection CVPR 2025
Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning IJCAI 2025
Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning AAAI 2025
EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments EMNLP 2025
UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER EMNLP 2025
Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025
Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025
Cluster Based Heterogeneous Federated Foundation Model Adaptation and Fine-Tuning AAAI 2025