Language Model Prior for Low-Resource Neural Machine Translation Apr 30, 2020 Knowledge Distillation Language Modeling
Code Code Available Distilling Knowledge from Refinement in Multiple Instance Detection Networks Apr 23, 2020 Knowledge Distillation Multiple Instance Learning
Code Code Available Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Apr 21, 2020 Knowledge Distillation Sentence
Code Code Available Role-Wise Data Augmentation for Knowledge Distillation Apr 19, 2020 Data Augmentation Knowledge Distillation
Code Code Available Triplet Loss for Knowledge Distillation Apr 17, 2020 Knowledge Distillation Metric Learning
Code Code Available Multimodal and multiview distillation for real-time player detection on a football field Apr 16, 2020 Data Augmentation Knowledge Distillation
Code Code Available Dark Experience for General Continual Learning: a Strong, Simple Baseline Apr 15, 2020 class-incremental learning Class Incremental Learning
Code Code Available Inter-Region Affinity Distillation for Road Marking Segmentation Apr 11, 2020 Knowledge Distillation Lane Detection
Code Code Available KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow Apr 11, 2020 CPU GPU
Code Code Available Structure-Level Knowledge Distillation For Multilingual Sequence Labeling Apr 8, 2020 Aspect Extraction Knowledge Distillation
Code Code Available On the Effect of Dropping Layers of Pre-trained Transformer Models Apr 8, 2020 Knowledge Distillation Sentence
Code Code Available Towards Efficient Unconstrained Palmprint Recognition via Deep Distillation Hashing Apr 7, 2020 Knowledge Distillation
Code Code Available Temporally Distributed Networks for Fast Video Semantic Segmentation Apr 3, 2020 Knowledge Distillation Real-Time Semantic Segmentation
Code Code Available More Grounded Image Captioning by Distilling Image-Text Matching Model Apr 1, 2020 Image Captioning Image-text matching
Code Code Available Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing Apr 1, 2020 Knowledge Distillation Retrieval
Code Code Available Regularizing Class-wise Predictions via Self-knowledge Distillation Mar 31, 2020 image-classification Image Classification
Code Code Available Neural Networks Are More Productive Teachers Than Human Raters: Active Mixup for Data-Efficient Knowledge Distillation from a Blackbox Model Mar 31, 2020 Active Learning Knowledge Distillation
Code Code Available Distilled Semantics for Comprehensive Scene Understanding from Videos Mar 31, 2020 Depth Estimation Knowledge Distillation
Code Code Available Circumventing Outliers of AutoAugment with Knowledge Distillation Mar 25, 2020 Data Augmentation General Classification
Code Code Available Distilling Knowledge from Graph Convolutional Networks Mar 23, 2020 Knowledge Distillation Transfer Learning
Code Code Available Collaborative Distillation for Ultra-Resolution Universal Style Transfer Mar 18, 2020 Decoder GPU
Code Code Available Incremental Object Detection via Meta-Learning Mar 17, 2020 Incremental Learning Knowledge Distillation
Code Code Available Deformation Flow Based Two-Stream Network for Lip Reading Mar 12, 2020 Knowledge Distillation Lipreading
Code Code Available SuperMix: Supervising the Mixing Data Augmentation Mar 10, 2020 Data Augmentation General Classification
Code Code Available Faster ILOD: Incremental Learning for Object Detectors based on Faster RCNN Mar 9, 2020 Incremental Learning Knowledge Distillation
Code Code Available PoseNet3D: Learning Temporally Consistent 3D Human Pose via Knowledge Distillation Mar 7, 2020 3D Human Pose Estimation Knowledge Distillation
Code Code Available Efficient Semantic Video Segmentation with Per-frame Inference Feb 26, 2020 Knowledge Distillation Optical Flow Estimation
Code Code Available Knapsack Pruning with Inner Distillation Feb 19, 2020 GPU Knowledge Distillation
Code Code Available Salvaging Federated Learning by Local Adaptation Feb 12, 2020 Federated Learning Knowledge Distillation
Code Code Available Knowledge Distillation for Brain Tumor Segmentation Feb 10, 2020 Brain Tumor Segmentation Knowledge Distillation
Code Code Available SUOD: Toward Scalable Unsupervised Outlier Detection Feb 8, 2020 Knowledge Distillation Outlier Detection
Code Code Available BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Feb 7, 2020 Knowledge Distillation Model Compression
Code Code Available Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification Jan 6, 2020 General Classification Knowledge Distillation
Code Code Available Unpaired Multi-modal Segmentation via Knowledge Distillation Jan 6, 2020 Image Segmentation Knowledge Distillation
Code Code Available Blockwisely Supervised Neural Architecture Search with Knowledge Distillation Nov 29, 2019 Knowledge Distillation Neural Architecture Search
Code Code Available Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks Nov 22, 2019 Decoder General Knowledge
Code Code Available Preparing Lessons: Improve Knowledge Distillation with Better Supervision Nov 18, 2019 Knowledge Distillation
Code Code Available Maintaining Discrimination and Fairness in Class Incremental Learning Nov 16, 2019 class-incremental learning Class Incremental Learning
Code Code Available Learning from a Teacher using Unlabeled Data Nov 13, 2019 Knowledge Distillation Model Compression
Code Code Available Data Diversification: A Simple Strategy For Neural Machine Translation Nov 5, 2019 Knowledge Distillation Machine Translation
Code Code Available Contrastive Representation Distillation Oct 23, 2019 Contrastive Learning Knowledge Distillation
Code Code Available FedMD: Heterogenous Federated Learning via Model Distillation Oct 8, 2019 Federated Learning Knowledge Distillation
Code Code Available DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Oct 2, 2019 Hate Speech Detection Knowledge Distillation
Code Code Available Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems Oct 1, 2019 Edge-computing Image Classification
Code Code Available Distillation-Based Training for Multi-Exit Architectures Oct 1, 2019 Knowledge Distillation
Code Code Available Improved Techniques for Training Adaptive Deep Networks Aug 17, 2019 Computational Efficiency Knowledge Distillation
Code Code Available When Does Label Smoothing Help? Jun 6, 2019 image-classification Image Classification
Code Code Available Adversarially Robust Distillation May 23, 2019 Adversarial Robustness Knowledge Distillation
Code Code Available Knowledge Distillation via Route Constrained Optimization Apr 19, 2019 Face Recognition Knowledge Distillation
Code Code Available Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells Oct 25, 2018 Depth Estimation Depth Prediction
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