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knowledge distillation

3725 papers

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Also known as

KD

Co-occurring keywords

model compression (3302) large language model (13587) transfer learning (5449) domain adaptation (4595) representation learning (6206) neural network (6616) language model (4599) catastrophic forgetting (958) continual learning (1181) contrastive learning (4032)

Papers

FREE: Faster and Better Data-Free Meta-Learning CVPR 2024
Pauk at SemEval-2024 Task 4: A Neuro-Symbolic Method for Consistent Classification of Propaganda Techniques in Memes NAACL 2024
FastVoiceGrad: One-step Diffusion-Based Voice Conversion with Adversarial Conditional Diffusion Distillation INTERSPEECH 2024
UDON: Universal Dynamic Online distillatioN for generic image representations NIPS 2024
Weight-Inherited Distillation for Task-Agnostic BERT Compression NAACL 2024
Okay, Let’s Do This! Modeling Event Coreference with Generated Rationales and Knowledge Distillation NAACL 2024
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning NAACL 2024
TelME: Teacher-leading Multimodal Fusion Network for Emotion Recognition in Conversation NAACL 2024
Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation NIPS 2024
A Kernel Perspective on Distillation-based Collaborative Learning NIPS 2024
Frequency Attention for Knowledge Distillation WACV 2024
Reverse Knowledge Distillation: Training a Large Model Using a Small One for Retinal Image Matching on Limited Data WACV 2024
GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation NAACL 2024
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP NIPS 2024
Persistence Homology Distillation for Semi-supervised Continual Learning NIPS 2024
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study NIPS 2024
Archimedes-AUEB at SemEval-2024 Task 5: LLM explains Civil Procedure NAACL 2024
Aligning Large Language Models with Recommendation Knowledge NAACL 2024
Self-Supervised Learning with Multi-Head Multi-Mode Knowledge Distillation for Speaker Verification INTERSPEECH 2024
PRVAE-VC2: Non-Parallel Voice Conversion by Distillation of Speech Representations INTERSPEECH 2024
Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation WACV 2024
Guided Distillation for Semi-Supervised Instance Segmentation WACV 2024
BPKD: Boundary Privileged Knowledge Distillation for Semantic Segmentation WACV 2024
Rethinking Knowledge Distillation With Raw Features for Semantic Segmentation WACV 2024
Asymmetric Image Retrieval With Cross Model Compatible Ensembles WACV 2024