Computer-aided Interpretable Features for Leaf Image Classification Jun 15, 2021 Classification Dimensionality Reduction
Code Code Available 0Variational Quanvolutional Neural Networks with enhanced image encoding Jun 14, 2021 BIG-bench Machine Learning Classification
Code Code Available 1MLPerf Tiny Benchmark Jun 14, 2021 Anomaly Detection BIG-bench Machine Learning
Code Code Available 1Partial success in closing the gap between human and machine vision Jun 14, 2021 Image Classification Object Recognition
Code Code Available 1pix2rule: End-to-end Neuro-symbolic Rule Learning Jun 14, 2021 image-classification Image Classification
Code Code Available 1NG+ : A Multi-Step Matrix-Product Natural Gradient Method for Deep Learning Jun 14, 2021 image-classification Image Classification
Code Code Available 0DMSANet: Dual Multi Scale Attention Network Jun 13, 2021 image-classification Image Classification
— Unverified 0An Interaction-based Convolutional Neural Network (ICNN) Towards Better Understanding of COVID-19 X-ray Images Jun 13, 2021 Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
Code Code Available 0NDPNet: A novel non-linear data projection network for few-shot fine-grained image classification Jun 13, 2021 Few-Shot Learning Fine-Grained Image Classification
— Unverified 0Survey: Image Mixing and Deleting for Data Augmentation Jun 13, 2021 Data Augmentation Image Augmentation
Code Code Available 0On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification Jun 13, 2021 Edge Detection image-classification
Code Code Available 0The Backpropagation Algorithm Implemented on Spiking Neuromorphic Hardware Jun 13, 2021 BIG-bench Machine Learning Edge-computing
Code Code Available 1Entropy-based Logic Explanations of Neural Networks Jun 12, 2021 Explainable artificial intelligence Image Classification
Code Code Available 1Disrupting Model Training with Adversarial Shortcuts Jun 12, 2021 BIG-bench Machine Learning image-classification
— Unverified 0MRSCAtt: A Spatio-Channel Attention-Guided Network for Mars Rover Image Classification Jun 12, 2021 image-classification Image Classification
Code Code Available 0Comparative Investigation of Learning Algorithms for Image Classification with Small Dataset Jun 11, 2021 image-classification Image Classification
— Unverified 0HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers Jun 11, 2021 image-classification Image Classification
Code Code Available 1Differentially Private Federated Learning via Inexact ADMM Jun 11, 2021 Federated Learning image-classification
— Unverified 0MlTr: Multi-label Classification with Transformer Jun 11, 2021 Classification image-classification
Code Code Available 1Spectral Unsupervised Domain Adaptation for Visual Recognition Jun 11, 2021 Domain Adaptation image-classification
— Unverified 0Decoupled Greedy Learning of CNNs for Synchronous and Asynchronous Distributed Learning Jun 11, 2021 image-classification Image Classification
— Unverified 0Scale-invariant scale-channel networks: Deep networks that generalise to previously unseen scales Jun 11, 2021 Image Classification Scale Generalisation
— Unverified 0AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation Jun 11, 2021 Clustering Image Augmentation
Code Code Available 1Generate, Annotate, and Learn: NLP with Synthetic Text Jun 11, 2021 Few-Shot Learning Image Classification
Code Code Available 0Monotonic Neural Network: combining Deep Learning with Domain Knowledge for Chiller Plants Energy Optimization Jun 11, 2021 Deep Learning image-classification
— Unverified 0Scaling Vision with Sparse Mixture of Experts Jun 10, 2021 Few-Shot Image Classification Image Classification
Code Code Available 1Verifying Quantized Neural Networks using SMT-Based Model Checking Jun 10, 2021 image-classification Image Classification
— Unverified 0PeCLR: Self-Supervised 3D Hand Pose Estimation from monocular RGB via Equivariant Contrastive Learning Jun 10, 2021 3D Hand Pose Estimation Contrastive Learning
Code Code Available 1Deep neural network loses attention to adversarial images Jun 10, 2021 image-classification Image Classification
— Unverified 0Cross-domain Contrastive Learning for Unsupervised Domain Adaptation Jun 10, 2021 Clustering Contrastive Learning
Code Code Available 0CoAtNet: Marrying Convolution and Attention for All Data Sizes Jun 9, 2021 All Image Classification
Code Code Available 1CLCC: Contrastive Learning for Color Constancy Jun 9, 2021 Color Constancy Contrastive Learning
Code Code Available 1Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection Jun 9, 2021 Classification feature selection
Code Code Available 1Knowledge distillation: A good teacher is patient and consistent Jun 9, 2021 Image Classification Knowledge Distillation
Code Code Available 2Salient Positions based Attention Network for Image Classification Jun 9, 2021 Classification image-classification
Code Code Available 1Rethinking Transfer Learning for Medical Image Classification Jun 9, 2021 Classification image-classification
Code Code Available 1Exploiting auto-encoders and segmentation methods for middle-level explanations of image classification systems Jun 9, 2021 Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
— Unverified 0Explainable AI for medical imaging: Explaining pneumothorax diagnoses with Bayesian Teaching Jun 8, 2021 Diagnostic image-classification
— Unverified 0To Smooth or Not? When Label Smoothing Meets Noisy Labels Jun 8, 2021 Image Classification Learning with noisy labels
Code Code Available 1The Randomness of Input Data Spaces is an A Priori Predictor for Generalization Jun 8, 2021 Binary Classification Classification
— Unverified 0Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style Jun 8, 2021 Data Augmentation Disentanglement
Code Code Available 1Scaling Vision Transformers Jun 8, 2021 Few-Shot Image Classification Few-Shot Learning
— Unverified 0SpaceMeshLab: Spatial Context Memoization and Meshgrid Atrous Convolution Consensus for Semantic Segmentation Jun 8, 2021 image-classification Image Classification
— Unverified 0Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics Jun 8, 2021 Age And Gender Classification Benchmarking
Code Code Available 1MONCAE: Multi-Objective Neuroevolution of Convolutional Autoencoders Jun 7, 2021 AutoML image-classification
— Unverified 0TENGraD: Time-Efficient Natural Gradient Descent with Exact Fisher-Block Inversion Jun 7, 2021 image-classification Image Classification
Code Code Available 0Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments Jun 7, 2021 image-classification Image Classification
Code Code Available 1An Intelligent Hybrid Model for Identity Document Classification Jun 7, 2021 Classification Document Classification
— Unverified 0Frustratingly Easy Uncertainty Estimation for Distribution Shift Jun 7, 2021 Domain Adaptation image-classification
— Unverified 0ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias Jun 7, 2021 Image Classification Inductive Bias
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