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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

Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models CVPR 2024
Revamping Federated Learning Security from a Defender's Perspective: A Unified Defense with Homomorphic Encrypted Data Space CVPR 2024
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities CVPR 2024
Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios CVPR 2024
Adversarial Distillation Based on Slack Matching and Attribution Region Alignment CVPR 2024
Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch CVPR 2024
Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples CVPR 2024
Solving the Catastrophic Forgetting Problem in Generalized Category Discovery CVPR 2024
PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees CVPR 2024
GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from a Single Image CVPR 2024
Class Incremental Learning with Multi-Teacher Distillation CVPR 2024
PromptKD: Unsupervised Prompt Distillation for Vision-Language Models CVPR 2024
Continual Segmentation with Disentangled Objectness Learning and Class Recognition CVPR 2024
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model CVPR 2024
Multiple Sources are Better Than One: Incorporating External Knowledge in Low-Resource Glossing EMNLP 2024
Probing the Depths of Language Models’ Contact-Center Knowledge for Quality Assurance EMNLP 2024
Neural Search Space in Gboard Decoder EMNLP 2024
Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation EMNLP 2024
CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies EMNLP 2024
Semi-Supervised Blind Image Quality Assessment through Knowledge Distillation and Incremental Learning AAAI 2024
Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection AAAI 2024
A Privacy-preserving Approach to Ingest Knowledge from Proprietary Web-based to Locally Run Models for Medical Progress Note Generation ACL 2024
Enhancing Legal Expertise in Large Language Models through Composite Model Integration: The Development and Evaluation of Law-Neo EMNLP 2024
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation ACL 2024
Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning ACL 2024