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 Training Experimentally Robust and Interpretable Binarized Regression Models Using Mixed-Integer Programming Dec 1, 2021 Classification regression
— Unverified Multi-task fusion for improving mammography screening data classification Dec 1, 2021 Classification
— Unverified Improved sparse PCA method for face and image recognition Dec 1, 2021 Classification Face Recognition
— Unverified Asymmetric error control under imperfect supervision: a label-noise-adjusted Neyman-Pearson umbrella algorithm Dec 1, 2021 Classification Medical Diagnosis
— Unverified Imbalanced Graph Classification via Graph-of-Graph Neural Networks Dec 1, 2021 Classification Graph Classification
Code Code Available Re-ranking for image retrieval and transductive few-shot classification Dec 1, 2021 Classification Few-Shot Learning
— Unverified Unbiased Classification through Bias-Contrastive and Bias-Balanced Learning Dec 1, 2021 Classification Contrastive Learning
Code Code Available See More for Scene: Pairwise Consistency Learning for Scene Classification Dec 1, 2021 Classification Scene Classification
— Unverified Recurrent Bayesian Classifier Chains for Exact Multi-Label Classification Dec 1, 2021 Autonomous Vehicles Classification
Code Code Available Explanation-based Data Augmentation for Image Classification Dec 1, 2021 Classification Data Augmentation
Code Code Available Efficient Active Learning for Gaussian Process Classification by Error Reduction Dec 1, 2021 Active Learning 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 Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions Dec 1, 2021 Classification Multi-class Classification
— Unverified Adversarial Attacks on Graph Classifiers via Bayesian Optimisation Dec 1, 2021 Adversarial Robustness Bayesian Optimisation
Code Code Available I-CNet: Leveraging Involution and Convolution for Image Classification Nov 30, 2021 Classification image-classification
— Unverified A Novel Heart Disease Classification Algorithm based on Fourier Transform and Persistent Homology Nov 30, 2021 Classification
— Unverified Improving Differentiable Architecture Search with a Generative Model Nov 30, 2021 Classification model
— 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 Weakly-supervised Generative Adversarial Networks for medical image classification Nov 29, 2021 Classification Contrastive Learning
— Unverified Responding to Challenge Call of Machine Learning Model Development in Diagnosing Respiratory Disease Sounds Nov 29, 2021 BIG-bench Machine Learning Classification
— Unverified Buildings Classification using Very High Resolution Satellite Imagery Nov 29, 2021 Classification Semantic Segmentation
— Unverified Classification-Regression for Chart Comprehension Nov 29, 2021 Chart Question Answering Classification
Code Code Available Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis Nov 28, 2021 Attribute Classification
— Unverified EffCNet: An Efficient CondenseNet for Image Classification on NXP BlueBox Nov 28, 2021 Benchmarking Classification
— Unverified ExCon: Explanation-driven Supervised Contrastive Learning for Image Classification Nov 28, 2021 Adversarial Robustness Classification
Code Code Available 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 Video Content Classification using Deep Learning Nov 27, 2021 Classification Deep Learning
Code Code Available Weakly-guided Self-supervised Pretraining for Temporal Activity Detection Nov 26, 2021 Action Detection Activity Detection
Code Code Available The Geometry of Adversarial Training in Binary Classification Nov 26, 2021 Binary Classification Classification
— Unverified Impact of classification difficulty on the weight matrices spectra in Deep Learning and application to early-stopping Nov 26, 2021 Classification
— 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 ML-Decoder: Scalable and Versatile Classification Head Nov 25, 2021 Classification Decoder
Code Code Available FedDropoutAvg: Generalizable federated learning for histopathology image classification Nov 25, 2021 Classification Federated Learning
— Unverified Animal Behavior Classification via Accelerometry Data and Recurrent Neural Networks Nov 24, 2021 Classification Time Series
— Unverified 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 Explainable multiple abnormality classification of chest CT volumes Nov 24, 2021 Classification Multiple Instance Learning
Code Code Available Animal behavior classification via deep learning on embedded systems Nov 24, 2021 Classification Deep Learning
— Unverified Multi-label Iterated Learning for Image Classification with Label Ambiguity Nov 23, 2021 Classification image-classification
Code Code Available Weight Pruning and Uncertainty in Radio Galaxy Classification Nov 23, 2021 Classification Data Augmentation
Code Code Available Music Classification: Beyond Supervised Learning, Towards Real-world Applications Nov 23, 2021 Classification Information Retrieval
Code Code Available Triple Classification for Scholarly Knowledge Graph Completion Nov 23, 2021 Classification Knowledge Graph Completion
— Unverified Optimal Robust Classification Trees Nov 22, 2021 Classification Robust classification
— Unverified Approximate Bayesian Computation via Classification Nov 22, 2021 Classification Contrastive Learning
— Unverified Learnable Structural Semantic Readout for Graph Classification Nov 22, 2021 Classification Graph Classification
— Unverified 