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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

Talking Head Anime 4: Distillation for Real-Time Performance WACV 2025
Relational Self-Supervised Distillation with Compact Descriptors for Image Copy Detection WACV 2025
Quantized Can Still Be Calibrated: A Unified Framework to Calibration in Quantized Large Language Models ACL 2025
LoSA: Long-Short-Range Adapter for Scaling End-to-End Temporal Action Localization WACV 2025
Basic Reading Distillation ACL 2025
Adversarial Learning Based Knowledge Distillation on 3D Point Clouds WACV 2025
PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free ACL 2025
Imputation-free Incomplete Multi-view Clustering via Knowledge Distillation IJCAI 2025
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers ACL 2025
Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks AAAI 2025
Patch Ranking: Token Pruning as Ranking Prediction for Efficient CLIP WACV 2025
Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers WACV 2025
Self-Generated Critiques Boost Reward Modeling for Language Models NAACL 2025
Large Language Model Meets Graph Neural Network in Knowledge Distillation AAAI 2025
Robust Utility-Preserving Text Anonymization Based on Large Language Models ACL 2025
Pilot: Building the Federated Multimodal Instruction Tuning Framework AAAI 2025
Temporal reasoning for timeline summarisation in social media ACL 2025
Encoder-Aware Sequence-Level Knowledge Distillation for Low-Resource Neural Machine Translation NAACL 2025
A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing IJCAI 2025
KDC-MAE: Knowledge Distilled Contrastive Mask Auto-Encoder WACV 2025
Aligning Sizes of Intermediate Layers by LoRA Adapter for Knowledge Distillation NAACL 2025
From Crafting Text to Crafting Thought: Grounding Intelligent Writing Support to Writing Center Pedagogy NAACL 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025
DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization NAACL 2025
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU NAACL 2025