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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

Revealing the Two Sides of Data Augmentation: An Asymmetric Distillation-based Win-Win Solution for Open-Set Recognition IJCAI 2024
Do You Remember the Future? Weak-to-Strong Generalization in 3D Object Detection IJCAI 2024
MISA: MIning Saliency-Aware Semantic Prior for Box Supervised Instance Segmentation IJCAI 2024
Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation IJCAI 2024
Reducing hallucination in structured outputs via Retrieval-Augmented Generation NAACL 2024
Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching CVPR 2024
Rethinking Centered Kernel Alignment in Knowledge Distillation IJCAI 2024
Holistic Features are almost Sufficient for Text-to-Video Retrieval CVPR 2024
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions COLING 2024
Impossible Distillation for Paraphrasing and Summarization: How to Make High-quality Lemonade out of Small, Low-quality Model NAACL 2024
Efficiently Distilling LLMs for Edge Applications NAACL 2024
Class-Incremental Few-Shot Event Detection COLING 2024
An LLM-Enhanced Adversarial Editing System for Lexical Simplification COLING 2024
DIOD: Self-Distillation Meets Object Discovery CVPR 2024
Learning Continual Compatible Representation for Re-indexing Free Lifelong Person Re-identification CVPR 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
Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning NAACL 2024
Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models CVPR 2024
GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation NAACL 2024
Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever ACL 2024
Revisiting Knowledge Distillation for Autoregressive Language Models ACL 2024
Distillation Enhanced Generative Retrieval ACL 2024
MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval NAACL 2024