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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

EgoLife: Towards Egocentric Life Assistant CVPR 2025
KDC-MAE: Knowledge Distilled Contrastive Mask Auto-Encoder WACV 2025
Distillation of Diffusion Features for Semantic Correspondence WACV 2025
Run LoRA Run: Faster and Lighter LoRA Implementations ACL 2025
Distilling Diffusion Models to Efficient 3D LiDAR Scene Completion ICCV 2025
Task Vector Quantization for Memory-Efficient Model Merging ICCV 2025
Extended Abstract: Probing-Guided Parameter-Efficient Fine-Tuning for Balancing Linguistic Adaptation and Safety in LLM-based Social Influence Systems ACL 2025
FedCPD:Personalized Federated Learning with Prototype-Enhanced Representation and Memory Distillation IJCAI 2025
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging CVPR 2025
ChromaDistill : Colorizing Monochrome Radiance Fields with Knowledge Distillation WACV 2025
AnnofreeOD: Detecting All Classes at Low Frame Rates Without Human Annotations ICCV 2025
Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation IJCNLP 2025
Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025
LLaVA-KD: A Framework of Distilling Multimodal Large Language Models ICCV 2025
Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval AAAI 2025
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks CVPR 2025
SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task COLING 2025
Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering COLING 2025
Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation COLING 2025
Aspect-Based Sentiment Analysis with Syntax-Opinion-Sentiment Reasoning Chain COLING 2025
SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models COLING 2025
Factual Dialogue Summarization via Learning from Large Language Models COLING 2025
Modal Feature Optimization Network with Prompt for Multimodal Sentiment Analysis COLING 2025
Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model AAAI 2025
Efficient Speech Translation through Model Compression and Knowledge Distillation ACL 2025