Knowledge Distillation

Turbo-VAED: Fast and Stable Transfer of Video-VAEs to Mobile Devices AAAI 2026 View-aware Cross-modal Distillation for Multi-view Action Recognition WACV 2026 2-in-1 Phishing Detection via Large LM Distillation and Small LM Perturbation (Student Abstract) AAAI 2025 3CAD: A Large-Scale Real-World 3C Product Dataset for Unsupervised Anomaly Detection AAAI 2025 3D Annotation-Free Learning by Distilling 2D Open-Vocabulary Segmentation Models for Autonomous Driving AAAI 2025 3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation EMNLP 2025 3DM: Distill, Dynamic Drop, and Merge for Debiasing Multi-modal Large Language Models ACL 2025 3M-Game: Multi-Modal Multi-Task Multi-Teacher Learning for Game Event Detection (Student Abstract) AAAI 2025 5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks CVPR 2025 ACAM-KD: Adaptive and Cooperative Attention Masking for Knowledge Distillation ICCV 2025 Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation CVPR 2025 Accessing Vision Foundation Models via ImageNet-1K ICLR 2025 Accurate Scene Text Recognition with Efficient Model Scaling and Cloze Self-Distillation CVPR 2025 A Compact Model for Mathematics Problem Representations Distilled from BERT AAAI 2025 A Cross-Modal Densely Guided Knowledge Distillation Based on Modality Rebalancing Strategy for Enhanced Unimodal Emotion Recognition IJCAI 2025 AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models EMNLP 2025 Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025 Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation AAAI 2025 ADAPT: Attentive Self-Distillation and Dual-Decoder Prediction Fusion for Continual Panoptic Segmentation ICLR 2025 Adapters Selector: Cross-domains and Multi-tasks LoRA Modules Integration Usage Method COLING 2025 Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition IJCNLP 2025 Adaptive Dual Guidance Knowledge Distillation AAAI 2025 Adding Additional Control to One-Step Diffusion with Joint Distribution Matching ICCV 2025 A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge NAACL 2025 Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging CVPR 2025