Generative Adversarial Super-Resolution at the Edge with Knowledge Distillation Sep 7, 2022 CPU Generative Adversarial Network
Code Code Available Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study Sep 5, 2022 Domain Adaptation Domain Generalization
Code Code Available A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect Detection Sep 1, 2022 Defect Detection Knowledge Distillation
Code Code Available Membership Inference Attacks by Exploiting Loss Trajectory Aug 31, 2022 Knowledge Distillation
Code Code Available Progressive Self-Distillation for Ground-to-Aerial Perception Knowledge Transfer Aug 29, 2022 Autonomous Driving Knowledge Distillation
Code Code Available Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective Aug 26, 2022 Few-Shot Learning Few-Shot Object Detection
Code Code Available CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation Aug 26, 2022 3D Action Recognition Action Recognition
Code Code Available Masked Autoencoders Enable Efficient Knowledge Distillers Aug 25, 2022 Knowledge Distillation
Code Code Available Semi-supervised Semantic Segmentation with Mutual Knowledge Distillation Aug 24, 2022 Diversity Knowledge Distillation
Code Code Available PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation Aug 22, 2022 General Knowledge Knowledge Distillation
Code Code Available LTE4G: Long-Tail Experts for Graph Neural Networks Aug 22, 2022 Knowledge Distillation Node Classification
Code Code Available Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic Segmentation Aug 22, 2022 Knowledge Distillation Semantic Segmentation
Code Code Available A semi-supervised Teacher-Student framework for surgical tool detection and localization Aug 21, 2022 Knowledge Distillation Pseudo Label
Code Code Available Mind the Gap in Distilling StyleGANs Aug 18, 2022 Knowledge Distillation
Code Code Available PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation Aug 11, 2022 Brain Tumor Segmentation Image Segmentation
Code Code Available MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition Aug 11, 2022 Data Augmentation image-classification
Code Code Available Distributional Correlation--Aware Knowledge Distillation for Stock Trading Volume Prediction Aug 4, 2022 Knowledge Distillation Prediction
Code Code Available KD-SCFNet: Towards More Accurate and Efficient Salient Object Detection via Knowledge Distillation Aug 3, 2022 Knowledge Distillation object-detection
Code Code Available Generative Bias for Robust Visual Question Answering Aug 1, 2022 Knowledge Distillation Question Answering
Code Code Available Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval Jul 31, 2022 Knowledge Distillation Language Modeling
Code Code Available Chinese grammatical error correction based on knowledge distillation Jul 31, 2022 Grammatical Error Correction Knowledge Distillation
Code Code Available Meta-Learning based Degradation Representation for Blind Super-Resolution Jul 28, 2022 Blind Super-Resolution Knowledge Distillation
Code Code Available Black-box Few-shot Knowledge Distillation Jul 25, 2022 image-classification Image Classification
Code Code Available Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition Jul 23, 2022 Contrastive Learning image-classification
Code Code Available Hyper-Representations for Pre-Training and Transfer Learning Jul 22, 2022 Knowledge Distillation Neural Architecture Search
Code Code Available KD-MVS: Knowledge Distillation Based Self-supervised Learning for Multi-view Stereo Jul 21, 2022 Knowledge Distillation Self-Supervised Learning
Code Code Available Informative knowledge distillation for image anomaly segmentation Jul 19, 2022 Anomaly Detection Anomaly Segmentation
Code Code Available FedX: Unsupervised Federated Learning with Cross Knowledge Distillation Jul 19, 2022 Contrastive Learning Federated Learning
Code Code Available Class-incremental Novel Class Discovery Jul 18, 2022 Incremental Learning Knowledge Distillation
Code Code Available Rethinking Data Augmentation for Robust Visual Question Answering Jul 18, 2022 Data Augmentation Knowledge Distillation
Code Code Available Multi-Level Branched Regularization for Federated Learning Jul 14, 2022 Federated Learning Knowledge Distillation
Code Code Available Large-scale Knowledge Distillation with Elastic Heterogeneous Computing Resources Jul 14, 2022 Knowledge Distillation
Code Code Available Re2G: Retrieve, Rerank, Generate Jul 13, 2022 Fact Checking Fact Verification
Code Code Available Contrastive Deep Supervision Jul 12, 2022 Contrastive Learning Fine-Grained Image Classification
Code Code Available Knowledge Condensation Distillation Jul 12, 2022 Knowledge Distillation
Code Code Available HEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors Jul 12, 2022 Knowledge Distillation Object
Code Code Available Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis Jul 11, 2022 GPU Knowledge Distillation
Code Code Available FairDistillation: Mitigating Stereotyping in Language Models Jul 10, 2022 Knowledge Distillation
Code Code Available Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer Jul 5, 2022 Image-text matching Knowledge Distillation
Code Code Available FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Learning Jul 1, 2022 Knowledge Distillation Phoneme Recognition
Code Code Available Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? Jun 29, 2022 image-classification Image Classification
Code Code Available The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation Jun 13, 2022 Knowledge Distillation Transfer Learning
Code Code Available itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection May 31, 2022 3D Object Detection Cloud Detection
Code Code Available Towards Efficient 3D Object Detection with Knowledge Distillation May 30, 2022 3D Object Detection Knowledge Distillation
Code Code Available RLx2: Training a Sparse Deep Reinforcement Learning Model from Scratch May 30, 2022 Continuous Control Deep Reinforcement Learning
Code Code Available Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors May 28, 2022 Domain Adaptation Knowledge Distillation
Code Code Available Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation May 27, 2022 class-incremental learning Class Incremental Learning
Code Code Available Continual evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual Learning Incremental Learning
Code Code Available Compressing Deep Graph Neural Networks via Adversarial Knowledge Distillation May 24, 2022 Graph Classification Knowledge Distillation
Code Code Available Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysis May 24, 2022 Benchmarking Federated Learning
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