RoVISQ: Reduction of Video Service Quality via Adversarial Attacks on Deep Learning-based Video Compression Mar 18, 2022 Adversarial Attack Classification
— Unverified Deterministic Bridge Regression for Compressive Classification Mar 18, 2022 Classification Form
— Unverified Class-wise Classifier Design Capable of Continual Learning using Adaptive Resonance Theory-based Topological Clustering Mar 18, 2022 Classification Clustering
Code Code Available Identification of Hypokinetic Dysarthria Using Acoustic Analysis of Poem Recitation Mar 18, 2022 Classification Sensitivity
— Unverified DocXClassifier: High Performance Explainable Deep Network for Document Image Classification Mar 17, 2022 Classification Data Augmentation
Code Code Available Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? Mar 17, 2022 Classification Image Classification
Code Code Available GATE: Graph CCA for Temporal SElf-supervised Learning for Label-efficient fMRI Analysis Mar 17, 2022 Classification Representation Learning
Code Code Available Optimal Rejection Function Meets Character Recognition Tasks Mar 17, 2022 Classification Learning Theory
— Unverified Multi Expression Programming for solving classification problems Mar 16, 2022 Classification Multi-class Classification
— Unverified A New Quantum CNN Model for Image Classification Mar 16, 2022 Classification image-classification
— Unverified A Multi-parameter Updating Fourier Online Gradient Descent Algorithm for Large-scale Nonlinear Classification Mar 16, 2022 Classification
— Unverified Know your sensORs -- A Modality Study For Surgical Action Classification Mar 16, 2022 Action Classification Action Recognition
— Unverified A Continual Learning Framework for Adaptive Defect Classification and Inspection Mar 16, 2022 Classification Continual Learning
— Unverified Robustness through Cognitive Dissociation Mitigation in Contrastive Adversarial Training Mar 16, 2022 Adversarial Robustness Classification
Code Code Available 2-speed network ensemble for efficient classification of incremental land-use/land-cover satellite image chips Mar 15, 2022 Classification image-classification
— Unverified Incorporating Heterophily into Graph Neural Networks for Graph Classification Mar 15, 2022 Classification Graph Classification
Code Code Available Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Mar 15, 2022 Active Learning Classification
Code Code Available Distraction is All You Need for Fairness Mar 15, 2022 All Classification
Code Code Available Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels Mar 15, 2022 Classification feature selection
— Unverified Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification Mar 15, 2022 Classification counterfactual
— Unverified End-to-end P300 BCI using Bayesian accumulation of Riemannian probabilities Mar 15, 2022 Classification ERP
Code Code Available GCT: Graph Co-Training for Semi-Supervised Few-Shot Learning Mar 15, 2022 Classification Few-Shot Learning
— Unverified PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning Mar 15, 2022 Classification Descriptive
Code Code Available Supervised Contrastive Learning with Structure Inference for Graph Classification Mar 15, 2022 Classification Contrastive Learning
— Unverified On Hyperbolic Embeddings in 2D Object Detection Mar 15, 2022 2D Object Detection Classification
— Unverified Defending Against Adversarial Attack in ECG Classification with Adversarial Distillation Training Mar 14, 2022 Adversarial Attack Classification
— Unverified Energy-Latency Attacks via Sponge Poisoning Mar 14, 2022 Classification Federated Learning
Code Code Available Repairing Regressors for Fair Binary Classification at Any Decision Threshold Mar 14, 2022 All Binary Classification
— Unverified Physical Neural Cellular Automata for 2D Shape Classification Mar 14, 2022 Classification
Code Code Available Soft-margin classification of object manifolds Mar 14, 2022 Classification Object
— Unverified ECG classification algorithm based on feature synthetic input and multi-resolution neural networks Mar 13, 2022 2D Object Detection Classification
— Unverified Set-valued prediction in hierarchical classification with constrained representation complexity Mar 13, 2022 Classification Combinatorial Optimization
— Unverified Varying Coefficient Linear Discriminant Analysis for Dynamic Data Mar 12, 2022 Classification
— Unverified A Joint-Entropy Approach To Time-series Classification Mar 11, 2022 Classification Time Series
Code Code Available Automatic Identification and Classification of Bragging in Social Media Mar 11, 2022 Classification Multi-class Classification
— Unverified Learning from Attacks: Attacking Variational Autoencoder for Improving Image Classification Mar 11, 2022 Classification image-classification
— Unverified Classification from Positive and Biased Negative Data with Skewed Labeled Posterior Probability Mar 11, 2022 Binary Classification Classification
— Unverified TFCNet: Temporal Fully Connected Networks for Static Unbiased Temporal Reasoning Mar 11, 2022 Action Recognition Classification
— Unverified CID: Cow Images Dataset for Regression and Classification Mar 10, 2022 Classification regression
Code Code Available EyeLoveGAN: Exploiting domain-shifts to boost network learning with cycleGANs Mar 10, 2022 Classification Fovea Detection
— Unverified Deep Multimodal Guidance for Medical Image Classification Mar 10, 2022 Brain Tumor Classification Classification
Code Code Available Data-Folding and Hyperspace Coding for Multi-Dimensonal Time-Series Data Imaging Mar 10, 2022 Action Recognition Classification
— Unverified TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification Mar 10, 2022 Classification Sentence
— Unverified The Overlooked Classifier in Human-Object Interaction Recognition Mar 10, 2022 Classification Human-Object Interaction Detection
— Unverified Robustness Analysis of Classification Using Recurrent Neural Networks with Perturbed Sequential Input Mar 10, 2022 Classification
— Unverified OpenTAL: Towards Open Set Temporal Action Localization Mar 10, 2022 Action Classification Action Localization
Code Code Available TrueType Transformer: Character and Font Style Recognition in Outline Format Mar 10, 2022 Classification
Code Code Available TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification Mar 9, 2022 Cell Segmentation Classification
Code Code Available Renyi Fair Information Bottleneck for Image Classification Mar 9, 2022 Classification Fairness
— Unverified Multiscale Convolutional Transformer with Center Mask Pretraining for Hyperspectral Image Classification Mar 9, 2022 Classification Decoder
— Unverified 