← Learning Types
Deep Learning › Learning Types ›

Knowledge Distillation

790 directly classified papers

Papers per year

Papers

End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge Distillation AAAI 2023
StructVPR: Distill Structural Knowledge With Weighting Samples for Visual Place Recognition CVPR 2023
StereoDistill: Pick the Cream from LiDAR for Distilling Stereo-Based 3D Object Detection AAAI 2023
Self-Decoupling and Ensemble Distillation for Efficient Segmentation AAAI 2023
Curriculum Temperature for Knowledge Distillation AAAI 2023
MEID: Mixture-of-Experts with Internal Distillation for Long-Tailed Video Recognition AAAI 2023
MEDIC: Remove Model Backdoors via Importance Driven Cloning CVPR 2023
Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models EMNLP 2023
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective AAAI 2023
Semi-attention Partition for Occluded Person Re-identification AAAI 2023
Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning AAAI 2023
One Is All: Bridging the Gap between Neural Radiance Fields Architectures with Progressive Volume Distillation AAAI 2023
Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP 2023
Knowledge Distillation ≈ Label Smoothing: Fact or Fallacy? EMNLP 2023
Can We Edit Factual Knowledge by In-Context Learning? EMNLP 2023
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation EMNLP 2023
IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions EMNLP 2023
CaPriDe Learning: Confidential and Private Decentralized Learning Based on Encryption-Friendly Distillation Loss CVPR 2023
Condensing Multilingual Knowledge with Lightweight Language-Specific Modules EMNLP 2023
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting EMNLP 2023
LLM aided semi-supervision for efficient Extractive Dialog Summarization EMNLP 2023
Class Attention Transfer Based Knowledge Distillation CVPR 2023
Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic Transcripts ACL 2023
Efficient RGB-T Tracking via Cross-Modality Distillation CVPR 2023
MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition ICCV 2023