Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification Jul 7, 2021 Classification image-classification
Code Code Available 15 Almost-Orthogonal Layers for Efficient General-Purpose Lipschitz Networks Aug 5, 2022 image-classification Image Classification
Code Code Available 15 Category Query Learning for Human-Object Interaction Classification Mar 24, 2023 Classification Decoder
Code Code Available 15 Automated Relational Meta-learning Jan 3, 2020 Few-Shot Image Classification image-classification
Code Code Available 15 ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning Apr 26, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available 15 EVA-CLIP: Improved Training Techniques for CLIP at Scale Mar 27, 2023 Image Classification Representation Learning
Code Code Available 15 A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms Jul 30, 2021 image-classification Image Classification
Code Code Available 15 TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Mar 28, 2021 Decoder image-classification
Code Code Available 15 Causal Transportability for Visual Recognition Apr 26, 2022 image-classification Image Classification
Code Code Available 15 Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition Sep 28, 2021 Domain Adaptation image-classification
Code Code Available 15 Evolutionary Neural AutoML for Deep Learning Feb 18, 2019 AutoML Deep Learning
Code Code Available 15 Evolving Attention with Residual Convolutions Feb 20, 2021 image-classification Image Classification
Code Code Available 15 Can An Image Classifier Suffice For Action Recognition? Jun 26, 2021 Action Recognition image-classification
Code Code Available 15 Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer Aug 3, 2021 Efficient ViTs image-classification
Code Code Available 15 Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting Dec 1, 2023 Image Classification Machine Unlearning
Code Code Available 15 CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction Aug 29, 2023 Federated Learning image-classification
Code Code Available 15 All you need is a good init Nov 19, 2015 All Image Classification
Code Code Available 15 3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation Sep 4, 2019 image-classification Image Classification
Code Code Available 15 EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case Apr 24, 2021 image-classification Image Classification
Code Code Available 15 Explaining and Harnessing Adversarial Examples Dec 20, 2014 Image Classification
Code Code Available 15 Deep Semantic-Visual Alignment for Zero-Shot Remote Sensing Image Scene Classification Feb 3, 2024 Attribute image-classification
Code Code Available 15 An In-depth Study of Stochastic Backpropagation Sep 30, 2022 GPU image-classification
Code Code Available 15 A Dual-Direction Attention Mixed Feature Network for Facial Expression Recognition Aug 25, 2023 Facial Expression Recognition Facial Expression Recognition (FER)
Code Code Available 15 Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection Jun 9, 2021 Classification feature selection
Code Code Available 15 Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding Mar 29, 2021 image-classification Image Classification
Code Code Available 15 Exploiting Label Skews in Federated Learning with Model Concatenation Dec 11, 2023 Federated Learning image-classification
Code Code Available 15 Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels Jul 29, 2022 Image Classification
Code Code Available 15 Exploring Vision Transformers for Fine-grained Classification Jun 19, 2021 Classification Fine-Grained Image Classification
Code Code Available 15 Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices May 21, 2021 image-classification Image Classification
Code Code Available 15 Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning Mar 19, 2024 Diagnostic image-classification
Code Code Available 15 Deep Subdomain Adaptation Network for Image Classification Jun 17, 2021 Classification Domain Adaptation
Code Code Available 15 Channel Importance Matters in Few-Shot Image Classification Jun 16, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 15 Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoost Sep 3, 2021 COVID-19 Diagnosis Image Classification
Code Code Available 15 Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection Nov 12, 2022 Anomaly Detection Density Estimation
Code Code Available 15 An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow Mar 30, 2020 Data Augmentation Deep Learning
Code Code Available 15 PAD-Net: An Efficient Framework for Dynamic Networks Nov 10, 2022 image-classification Image Classification
Code Code Available 15 ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases May 5, 2017 General Classification image-classification
Code Code Available 15 Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions Jun 14, 2023 image-classification Image Classification
Code Code Available 15 Adaptive and Background-Aware Vision Transformer for Real-Time UAV Tracking Jan 1, 2023 image-classification Image Classification
Code Code Available 15 CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning Apr 18, 2025 Common Sense Reasoning image-classification
Code Code Available 15 CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets Feb 6, 2023 Classification image-classification
Code Code Available 15 Automated Learning Rate Scheduler for Large-batch Training Jul 13, 2021 image-classification Image Classification
Code Code Available 15 Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study Oct 6, 2021 Classification Computational Efficiency
Code Code Available 15 Fast Fishing: Approximating BAIT for Efficient and Scalable Deep Active Image Classification Apr 13, 2024 Active Learning Binary Classification
Code Code Available 15 Advancing Vision Transformers with Group-Mix Attention Nov 26, 2023 image-classification Image Classification
Code Code Available 15 Fast Hierarchical Games for Image Explanations Apr 13, 2021 image-classification Image Classification
Code Code Available 15 Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing Jan 26, 2021 BIG-bench Machine Learning image-classification
Code Code Available 15 Class Adaptive Network Calibration Nov 28, 2022 image-classification Image Classification
Code Code Available 15 DeepViT: Towards Deeper Vision Transformer Mar 22, 2021 image-classification Image Classification
Code Code Available 15 Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification Mar 15, 2021 Classification Deep Reinforcement Learning
Code Code Available 15