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Knowledge Distillation

3,086 papers

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Papers

Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval AAAI 2025
Hybrid-Driving: An Autonomous Driving Decision Framework Integrating Large Language Models, Knowledge Graphs and Driving Rules AAAI 2025
Reinforced Multi-teacher Knowledge Distillation for Efficient General Image Forgery Detection and Localization AAAI 2025
Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection AAAI 2025
Efficient Traffic Prediction Through Spatio-Temporal Distillation AAAI 2025
Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model AAAI 2025
Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection AAAI 2025
DCSF-KD: Dynamic Channel-wise Spatial Feature Knowledge Distillation for Object Detection AAAI 2025
Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Image Generation AAAI 2025
PromptDet: A Lightweight 3D Object Detection Framework with LiDAR Prompts AAAI 2025
Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation AAAI 2025
Real-Time Neural Denoising with Render-Aware Knowledge Distillation AAAI 2025
Stable Mean Teacher for Semi-supervised Video Action Detection AAAI 2025
Multispectral Pedestrian Detection with Sparsely Annotated Label AAAI 2025
KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models AAAI 2025
Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval AAAI 2025
MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities AAAI 2025
DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder AAAI 2025
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation AAAI 2025
Unlocking the Potential of Reverse Distillation for Anomaly Detection AAAI 2025
Procedure Knowledge Decoupled Distillation Strategy for Procedure Planning in Instructional Videos AAAI 2025
Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution AAAI 2025
OGP-Net: Optical Guidance Meets Pixel-Level Contrastive Distillation for Robust Multi-Modal and Missing Modality Segmentation AAAI 2025
3D Annotation-Free Learning by Distilling 2D Open-Vocabulary Segmentation Models for Autonomous Driving AAAI 2025
RAGG: Retrieval-Augmented Grasp Generation Model AAAI 2025