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Knowledge Distillation

790 directly classified papers

Papers per year

Papers

LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation AAAI 2025
Spatial-Temporal Knowledge Distillation for Takeaway Recommendation AAAI 2025
Moonshine: Distilling Game Content Generators into Steerable Generative Models AAAI 2025
A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models CVPR 2025
Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025
CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ACL 2025
Distilling Multi-modal Large Language Models for Autonomous Driving CVPR 2025
Random Conditioning for Diffusion Model Compression with Distillation CVPR 2025
Diffusion Model is Effectively Its Own Teacher CVPR 2025
Global-Semantic Alignment Distillation for Partial Multi-view Classification AAAI 2025
Multi-label Self Knowledge Distillation AAAI 2025
Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ACL 2025
Can Students Beyond the Teacher? Distilling Knowledge from Teacher’s Bias AAAI 2025
Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks AAAI 2025
Multi-Level Optimal Transport for Universal Cross-Tokenizer Knowledge Distillation on Language Models AAAI 2025
Basic Reading Distillation ACL 2025
KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models AAAI 2025
Target-Driven Distillation: Consistency Distillation with Target Timestep Selection and Decoupled Guidance AAAI 2025
DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-Identification AAAI 2025
SCKD: Semi-Supervised Cross-Modality Knowledge Distillation for 4D Radar Object Detection AAAI 2025
Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition AAAI 2025
Structure Balance and Gradient Matching-Based Signed Graph Condensation AAAI 2025
Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation AAAI 2025
Self-Attentive Spatio-Temporal Calibration for Precise Intermediate Layer Matching in ANN-to-SNN Distillation AAAI 2025
LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint ACL 2025