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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

Universal Representation Learning From Multiple Domains for Few-Shot Classification ICCV 2021
Learning Compatible Embeddings ICCV 2021
Deep Structured Instance Graph for Distilling Object Detectors ICCV 2021
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces ICCV 2021
Learning Self-Consistency for Deepfake Detection ICCV 2021
Real-Time Video Inference on Edge Devices via Adaptive Model Streaming ICCV 2021
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation ICCV 2021
GridToPix: Training Embodied Agents With Minimal Supervision ICCV 2021
Online Multi-Granularity Distillation for GAN Compression ICCV 2021
Class-Incremental Instance Segmentation via Multi-Teacher Networks AAAI 2021
Progressive Network Grafting for Few-Shot Knowledge Distillation AAAI 2021
Generalising without Forgetting for Lifelong Person Re-Identification AAAI 2021
PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation AAAI 2021
Robust Model Compression Using Deep Hypotheses AAAI 2021
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks AAAI 2021
Cross-Layer Distillation with Semantic Calibration AAAI 2021
Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network AAAI 2021
Anytime Inference with Distilled Hierarchical Neural Ensembles AAAI 2021
Reinforced Multi-Teacher Selection for Knowledge Distillation AAAI 2021
Deep Epidemiological Modeling by Black-box Knowledge Distillation: An Accurate Deep Learning Model for COVID-19 AAAI 2021
Zoo-Tuning: Adaptive Transfer from A Zoo of Models ICML 2021
Learning Light-Weight Translation Models from Deep Transformer AAAI 2021
Future-Guided Incremental Transformer for Simultaneous Translation AAAI 2021
Collaborative Group Learning AAAI 2021
Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation AAAI 2021