ResNet50_on_Cifar_100_Without_Transfer_Learning Aug 3, 2020 General Classification image-classification
Code Code Available 1Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification Aug 2, 2020 Deep Learning General Classification
Code Code Available 1Distilling Visual Priors from Self-Supervised Learning Aug 1, 2020 Classification Contrastive Learning
Code Code Available 1Weight Excitation: Built-in Attention Mechanisms in Convolutional Neural Networks Aug 1, 2020 3D Action Recognition 3D Classification
Code Code Available 1Deep Transferring Quantization Aug 1, 2020 Face Recognition image-classification
Code Code Available 1Fixing Localization Errors to Improve Image Classification Aug 1, 2020 Classification General Classification
Code Code Available 1Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification Aug 1, 2020 Classification General Classification
Code Code Available 1Rethinking Recurrent Neural Networks and Other Improvements for Image Classification Jul 30, 2020 General Classification image-classification
Code Code Available 1Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning Jul 29, 2020 Data Poisoning Federated Learning
Code Code Available 1Generative Classifiers as a Basis for Trustworthy Image Classification Jul 29, 2020 Classification General Classification
Code Code Available 1A General Framework For Detecting Anomalous Inputs to DNN Classifiers Jul 29, 2020 Anomaly Detection image-classification
Code Code Available 1The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties Jul 27, 2020 Classification General Classification
Code Code Available 1Split Computing for Complex Object Detectors: Challenges and Preliminary Results Jul 27, 2020 Edge-computing image-classification
Code Code Available 1MaxDropout: Deep Neural Network Regularization Based on Maximum Output Values Jul 27, 2020 image-classification Image Classification
Code Code Available 1HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images Jul 25, 2020 Histopathological Image Classification image-classification
Code Code Available 1Deep Network Ensemble Learning applied to Image Classification using CNN Trees Jul 23, 2020 Ensemble Learning General Classification
Code Code Available 1DEAL: Deep Evidential Active Learning for Image Classification Jul 22, 2020 Active Learning Classification
Code Code Available 1CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers Jul 21, 2020 Classification Data Augmentation
Code Code Available 1NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search Jul 20, 2020 Image Classification Neural Architecture Search
Code Code Available 1Generative Hierarchical Features from Synthesizing Images Jul 20, 2020 Face Verification image-classification
Code Code Available 1PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions Jul 20, 2020 image-classification Image Classification
Code Code Available 1Deep Learning Based Brain Tumor Segmentation: A Survey Jul 18, 2020 Brain Tumor Segmentation Deep Learning
Code Code Available 1OnlineAugment: Online Data Augmentation with Less Domain Knowledge Jul 17, 2020 Data Augmentation image-classification
Code Code Available 1On Robustness and Transferability of Convolutional Neural Networks Jul 16, 2020 image-classification Image Classification
Code Code Available 1OccamNet: A Fast Neural Model for Symbolic Regression at Scale Jul 16, 2020 CPU GPU
Code Code Available 1Unsupervised machine learning via transfer learning and k-means clustering to classify materials image data Jul 16, 2020 BIG-bench Machine Learning Clustering
Code Code Available 1Data-Efficient Deep Learning Method for Image Classification Using Data Augmentation, Focal Cosine Loss, and Ensemble Jul 15, 2020 Data Augmentation image-classification
Code Code Available 1AQD: Towards Accurate Fully-Quantized Object Detection Jul 14, 2020 Image Classification Object
Code Code Available 1Patch-wise Attack for Fooling Deep Neural Network Jul 14, 2020 Adversarial Attack Image Classification
Code Code Available 1Concept Learners for Few-Shot Learning Jul 14, 2020 Few-Shot Learning Fine-Grained Image Classification
Code Code Available 1Learning to Learn Parameterized Classification Networks for Scalable Input Images Jul 13, 2020 Classification General Classification
Code Code Available 1Temporal Self-Ensembling Teacher for Semi-Supervised Object Detection Jul 13, 2020 image-classification Image Classification
Code Code Available 1Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification Jul 11, 2020 Classification General Classification
Code Code Available 1Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks Jul 11, 2020 image-classification Image Classification
Code Code Available 1AdaScale SGD: A User-Friendly Algorithm for Distributed Training Jul 9, 2020 image-classification Image Classification
Code Code Available 1Attack of the Tails: Yes, You Really Can Backdoor Federated Learning Jul 9, 2020 Fairness Federated Learning
Code Code Available 1Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation Jul 9, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1Dynamic Group Convolution for Accelerating Convolutional Neural Networks Jul 8, 2020 Computational Efficiency image-classification
Code Code Available 1Discretization-Aware Architecture Search Jul 7, 2020 image-classification Image Classification
Code Code Available 1SpinalNet: Deep Neural Network with Gradual Input Jul 7, 2020 Fine-Grained Image Classification Image Classification
Code Code Available 1GOLD-NAS: Gradual, One-Level, Differentiable Jul 7, 2020 image-classification Image Classification
Code Code Available 1Adaptive Risk Minimization: Learning to Adapt to Domain Shift Jul 6, 2020 BIG-bench Machine Learning Domain Generalization
Code Code Available 1Self-Challenging Improves Cross-Domain Generalization Jul 5, 2020 Domain Generalization image-classification
Code Code Available 1Rethinking Channel Dimensions for Efficient Model Design Jul 2, 2020 Image Classification Instance Segmentation
Code Code Available 1Measuring Robustness to Natural Distribution Shifts in Image Classification Jul 1, 2020 Classification Domain Generalization
Code Code Available 1Early-Learning Regularization Prevents Memorization of Noisy Labels Jun 30, 2020 General Classification Image Classification
Code Code Available 1Ontology-guided Semantic Composition for Zero-Shot Learning Jun 30, 2020 image-classification Image Classification
Code Code Available 1Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules Jun 30, 2020 image-classification Image Classification
Code Code Available 1Theory-Inspired Path-Regularized Differential Network Architecture Search Jun 30, 2020 image-classification Image Classification
Code Code Available 1Improving robustness against common corruptions by covariate shift adaptation Jun 30, 2020 Domain Generalization Image Classification
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