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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

Dual-Process Image Generation ICCV 2025
VIT-Pro: Visual Instruction Tuning for Product Images NAACL 2025
DisComp: A Two-Stage Prompt Optimization Framework Combining Task-Agnostic and Task-Aware Compression NAACL 2025
Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data NAACL 2025
UIPro: Unleashing Superior Interaction Capability For GUI Agents ICCV 2025
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets WACV 2025
A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge NAACL 2025
Can’t Hide Behind the API: Stealing Black-Box Commercial Embedding Models NAACL 2025
CEMIL: Contextual Attention Based Efficient Weakly Supervised Approach for Histopathology Image Classification WACV 2025
Efficient Traffic Prediction Through Spatio-Temporal Distillation AAAI 2025
Real-Time Neural Denoising with Render-Aware Knowledge Distillation AAAI 2025
MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities AAAI 2025
Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution AAAI 2025
Self-Attentive Spatio-Temporal Calibration for Precise Intermediate Layer Matching in ANN-to-SNN Distillation AAAI 2025
Efficient Speech Translation through Model Compression and Knowledge Distillation ACL 2025
Reinforced Multi-teacher Knowledge Distillation for Efficient General Image Forgery Detection and Localization AAAI 2025
Inference-Time Diffusion Model Distillation ICCV 2025
PromptDet: A Lightweight 3D Object Detection Framework with LiDAR Prompts AAAI 2025
Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation AAAI 2025
Multispectral Pedestrian Detection with Sparsely Annotated Label AAAI 2025
HFD-Teacher: High-Frequency Depth Distillation from Depth Foundation Models for Enhanced Depth Completion ICCV 2025
Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval AAAI 2025
Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ACL 2025
Debiased Distillation for Consistency Regularization AAAI 2025
Balancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation IJCAI 2025