Adaptive label thresholding methods for online multi-label classification Dec 4, 2021 Classification Multi-Label Classification
— Unverified Label Hierarchy Transition: Delving into Class Hierarchies to Enhance Deep Classifiers Dec 4, 2021 Classification Multi-class Classification
Code Code Available Bayes in Wonderland! Predictive supervised classification inference hits unpredictability Dec 3, 2021 Classification parameter estimation
Code Code Available Multilingual Text Classification for Dravidian Languages Dec 3, 2021 Classification Multilingual text classification
— Unverified Vision Pair Learning: An Efficient Training Framework for Image Classification Dec 2, 2021 Classification image-classification
— Unverified Re-ranking for image retrieval and transductive few-shot classification Dec 1, 2021 Classification Few-Shot Learning
— Unverified Recurrent Bayesian Classifier Chains for Exact Multi-Label Classification Dec 1, 2021 Autonomous Vehicles Classification
Code Code Available Training Experimentally Robust and Interpretable Binarized Regression Models Using Mixed-Integer Programming Dec 1, 2021 Classification regression
— Unverified Quick, get me a Dr. BERT: Automatic Grading of Evidence using Transfer Learning Dec 1, 2021 Classification Transfer Learning
Code Code Available Structure-Aware Label Smoothing for Graph Neural Networks Dec 1, 2021 Classification Node Classification
— Unverified See More for Scene: Pairwise Consistency Learning for Scene Classification Dec 1, 2021 Classification Scene Classification
— Unverified ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Task at ICON-2021 Dec 1, 2021 Aggression Identification Classification
— Unverified An online passive-aggressive algorithm for difference-of-squares classification Dec 1, 2021 Classification Object Recognition
— Unverified Contrastive Learning of Global and Local Video Representations Dec 1, 2021 Classification Contrastive Learning
— Unverified Explanation-based Data Augmentation for Image Classification Dec 1, 2021 Classification Data Augmentation
Code Code Available Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions Dec 1, 2021 Classification Multi-class Classification
— Unverified Multi-task fusion for improving mammography screening data classification Dec 1, 2021 Classification
— Unverified Asymmetric error control under imperfect supervision: a label-noise-adjusted Neyman-Pearson umbrella algorithm Dec 1, 2021 Classification Medical Diagnosis
— Unverified Improved sparse PCA method for face and image recognition Dec 1, 2021 Classification Face Recognition
— Unverified Efficient Active Learning for Gaussian Process Classification by Error Reduction Dec 1, 2021 Active Learning Classification
— Unverified Combining Shallow and Deep Representations for Text-Pair Classification Dec 1, 2021 Classification Decoder
— Unverified Improving Differentiable Architecture Search with a Generative Model Nov 30, 2021 Classification model
— Unverified A Novel Heart Disease Classification Algorithm based on Fourier Transform and Persistent Homology Nov 30, 2021 Classification
— Unverified I-CNet: Leveraging Involution and Convolution for Image Classification Nov 30, 2021 Classification image-classification
— Unverified Material Classification Using Active Temperature Controllable Robotic Gripper Nov 30, 2021 Classification Material Classification
— Unverified Benchmark Static API Call Datasets for Malware Family Classification Nov 30, 2021 Classification Malware Classification
— Unverified Responding to Challenge Call of Machine Learning Model Development in Diagnosing Respiratory Disease Sounds Nov 29, 2021 BIG-bench Machine Learning Classification
— Unverified Weakly-supervised Generative Adversarial Networks for medical image classification Nov 29, 2021 Classification Contrastive Learning
— Unverified Buildings Classification using Very High Resolution Satellite Imagery Nov 29, 2021 Classification Semantic Segmentation
— Unverified EffCNet: An Efficient CondenseNet for Image Classification on NXP BlueBox Nov 28, 2021 Benchmarking Classification
— Unverified Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis Nov 28, 2021 Attribute Classification
— Unverified Topic Driven Adaptive Network for Cross-Domain Sentiment Classification Nov 28, 2021 Classification Domain Adaptation
— Unverified Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer Models Nov 28, 2021 Classification Cross-Lingual Transfer
Code Code Available The Geometry of Adversarial Training in Binary Classification Nov 26, 2021 Binary Classification Classification
— Unverified Weakly-guided Self-supervised Pretraining for Temporal Activity Detection Nov 26, 2021 Action Detection Activity Detection
Code Code Available Impact of classification difficulty on the weight matrices spectra in Deep Learning and application to early-stopping Nov 26, 2021 Classification
— Unverified FedDropoutAvg: Generalizable federated learning for histopathology image classification Nov 25, 2021 Classification Federated Learning
— Unverified A Softmax-free Loss Function Based on Predefined Optimal-distribution of Latent Features for Deep Learning Classifier Nov 25, 2021 Classification
Code Code Available Animal behavior classification via deep learning on embedded systems Nov 24, 2021 Classification Deep Learning
— Unverified Animal Behavior Classification via Accelerometry Data and Recurrent Neural Networks Nov 24, 2021 Classification Time Series
— Unverified Explainable multiple abnormality classification of chest CT volumes Nov 24, 2021 Classification Multiple Instance Learning
Code Code Available Transferability Estimation using Bhattacharyya Class Separability Nov 24, 2021 Classification image-classification
— Unverified Spatial-context-aware deep neural network for multi-class image classification Nov 24, 2021 Classification image-classification
— Unverified Triple Classification for Scholarly Knowledge Graph Completion Nov 23, 2021 Classification Knowledge Graph Completion
— Unverified Weight Pruning and Uncertainty in Radio Galaxy Classification Nov 23, 2021 Classification Data Augmentation
Code Code Available Multi-label Iterated Learning for Image Classification with Label Ambiguity Nov 23, 2021 Classification image-classification
Code Code Available Can depth-adaptive BERT perform better on binary classification tasks Nov 22, 2021 Binary Classification Classification
— Unverified Adversarial Examples on Segmentation Models Can be Easy to Transfer Nov 22, 2021 Adversarial Robustness Attribute
— Unverified GB-CosFace: Rethinking Softmax-based Face Recognition from the Perspective of Open Set Classification Nov 22, 2021 Classification Face Recognition
— Unverified Deep Learning Based Automated COVID-19 Classification from Computed Tomography Images Nov 22, 2021 3D Classification Anatomy
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