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Knowledge Distillation

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Papers

Adaptive Dual Guidance Knowledge Distillation AAAI 2025
Optimizing Quantized Diffusion Models via Distillation with Cross-Timestep Error Correction AAAI 2025
Noisy Node Classification by Bi-level Optimization Based Multi-Teacher Distillation AAAI 2025
Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration AAAI 2025
Slice-and-Pack: Tailoring Deep Models for Customized Requirements AAAI 2025
TinySAM: Pushing the Envelope for Efficient Segment Anything Model AAAI 2025
Hybrid Data-Free Knowledge Distillation AAAI 2025
Cluster Based Heterogeneous Federated Foundation Model Adaptation and Fine-Tuning AAAI 2025
Global-Semantic Alignment Distillation for Partial Multi-view Classification AAAI 2025
Multi-label Self Knowledge Distillation AAAI 2025
Fed-DFA: Federated Distillation for Heterogeneous Model Fusion Through the Adversarial Lens AAAI 2025
Pilot: Building the Federated Multimodal Instruction Tuning Framework AAAI 2025
CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025
Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling AAAI 2025
Toward Efficient Data-Free Unlearning AAAI 2025
Can Students Beyond the Teacher? Distilling Knowledge from Teacher’s Bias AAAI 2025
Neural Collapse Inspired Knowledge Distillation AAAI 2025
All You Need in Knowledge Distillation Is a Tailored Coordinate System 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
Pruning Large Language Models with Semi-Structural Adaptive Sparse Training AAAI 2025
Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification AAAI 2025
KAES: Multi-aspect Shared Knowledge Finding and Aligning for Cross-prompt Automated Scoring of Essay Traits AAAI 2025
Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing AAAI 2025
Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks AAAI 2025