Policy-Based Federated Learning Mar 14, 2020 Federated Learning image-classification
Code Code Available 0FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques Mar 13, 2020 Classification CPU
Code Code Available 0The GraphNet Zoo: An All-in-One Graph Based Deep Semi-Supervised Framework for Medical Image Classification Mar 13, 2020 All Classification
— Unverified 0Extended Batch Normalization Mar 12, 2020 Image Classification
— Unverified 0SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification Mar 11, 2020 Diagnostic General Classification
Code Code Available 1GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention Mar 10, 2020 Image Classification
Code Code Available 0Learning to be Global Optimizer Mar 10, 2020 global-optimization image-classification
— Unverified 0LIMEADE: From AI Explanations to Advice Taking Mar 9, 2020 BIG-bench Machine Learning image-classification
Code Code Available 0Improved Baselines with Momentum Contrastive Learning Mar 9, 2020 Contrastive Learning Data Augmentation
Code Code Available 1Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis Mar 8, 2020 EEG Electroencephalogram (EEG)
— Unverified 0Π-nets: Deep Polynomial Neural Networks Mar 8, 2020 Audio Classification Graph Representation Learning
Code Code Available 1TaskNorm: Rethinking Batch Normalization for Meta-Learning Mar 6, 2020 General Classification image-classification
Code Code Available 1Clean-Label Backdoor Attacks on Video Recognition Models Mar 6, 2020 Backdoor Attack backdoor defense
Code Code Available 1Decentralized SGD with Over-the-Air Computation Mar 6, 2020 image-classification Image Classification
— Unverified 0SimLoss: Class Similarities in Cross Entropy Mar 6, 2020 Age Estimation General Classification
Code Code Available 1AIDeveloper: deep learning image classification in life science and beyond Mar 5, 2020 Blood Cell Count Classification
Code Code Available 1Search Space of Adversarial Perturbations against Image Filters Mar 5, 2020 Adversarial Attack Deep Learning
— Unverified 0Accelerator-aware Neural Network Design using AutoML Mar 5, 2020 AutoML Hardware Aware Neural Architecture Search
— Unverified 0Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox) Mar 5, 2020 General Classification Hyperspectral Image Classification
Code Code Available 1Combating noisy labels by agreement: A joint training method with co-regularization Mar 5, 2020 Diversity Image Classification
Code Code Available 1Metrics and methods for robustness evaluation of neural networks with generative models Mar 4, 2020 Adversarial Robustness image-classification
Code Code Available 0Denoised Smoothing: A Provable Defense for Pretrained Classifiers Mar 4, 2020 General Classification image-classification
Code Code Available 1Joint Device-Edge Inference over Wireless Links with Pruning Mar 4, 2020 Feature Compression General Classification
— Unverified 0A multiple-instance densely-connected ConvNet for aerial scene classification Mar 3, 2020 Aerial Scene Classification Classification
Code Code Available 0On the rate of convergence of image classifiers based on convolutional neural networks Mar 3, 2020 General Classification image-classification
— Unverified 0Anytime Inference with Distilled Hierarchical Neural Ensembles Mar 3, 2020 Diversity Image Classification
Code Code Available 0Curriculum By Smoothing Mar 3, 2020 image-classification Image Classification
Code Code Available 1Unsupervised Domain Adaptation for Mammogram Image Classification: A Promising Tool for Model Generalization Mar 2, 2020 Domain Adaptation General Classification
— Unverified 0Out-of-Distribution Generalization via Risk Extrapolation (REx) Mar 2, 2020 Domain Generalization Image Classification
Code Code Available 1Bayesian Neural Networks With Maximum Mean Discrepancy Regularization Mar 2, 2020 image-classification Image Classification
Code Code Available 0Iterative Averaging in the Quest for Best Test Error Mar 2, 2020 Diversity Image Classification
— Unverified 0Soft-Root-Sign Activation Function Mar 1, 2020 image-classification Image Classification
— Unverified 0Conjugate-gradient-based Adam for stochastic optimization and its application to deep learning Feb 29, 2020 Classification General Classification
— Unverified 0Learning Cross-domain Generalizable Features by Representation Disentanglement Feb 29, 2020 Diagnostic Disentanglement
— Unverified 0RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference Feb 27, 2020 Face Detection image-classification
Code Code Available 1Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks Feb 27, 2020 Deep Learning image-classification
— Unverified 0Using a thousand optimization tasks to learn hyperparameter search strategies Feb 27, 2020 Diversity General Classification
— Unverified 0FMix: Enhancing Mixed Sample Data Augmentation Feb 27, 2020 Data Augmentation Image Classification
Code Code Available 1A Free-Energy Principle for Representation Learning Feb 27, 2020 Classification General Classification
— Unverified 0A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm Feb 26, 2020 Data Augmentation image-classification
Code Code Available 1ParasNet: Fast Parasites Detection with Neural Networks Feb 26, 2020 Deep Learning Drug Discovery
— Unverified 0Towards Interpretable Semantic Segmentation via Gradient-weighted Class Activation Mapping Feb 26, 2020 image-classification Image Classification
Code Code Available 1On Feature Normalization and Data Augmentation Feb 25, 2020 Data Augmentation Domain Generalization
Code Code Available 1I Am Going MAD: Maximum Discrepancy Competition for Comparing Classifiers Adaptively Feb 25, 2020 image-classification Image Classification
Code Code Available 1Relevant-features based Auxiliary Cells for Energy Efficient Detection of Natural Errors Feb 25, 2020 Classification General Classification
— Unverified 0Video Monitoring Queries Feb 24, 2020 image-classification Image Classification
— Unverified 0Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent Feb 24, 2020 General Classification image-classification
Code Code Available 1Using Wavelets to Analyze Similarities in Image-Classification Datasets Feb 24, 2020 Classification General Classification
Code Code Available 0Improving STDP-based Visual Feature Learning with Whitening Feb 24, 2020 Computational Efficiency General Classification
— Unverified 0Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks Feb 24, 2020 image-classification Image Classification
Code Code Available 1