Toward the application of XAI methods in EEG-based systems Oct 12, 2022 Brain Computer Interface Classification
— Unverified Enemy Spotted: in-game gun sound dataset for gunshot classification and localization Oct 12, 2022 Classification Sound Classification
Code Code Available Classification by estimating the cumulative distribution function for small data Oct 12, 2022 Classification
— Unverified Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork Oct 12, 2022 backdoor defense Classification
Code Code Available Deep Active Ensemble Sampling For Image Classification Oct 11, 2022 Active Learning Classification
— Unverified Joint localization and classification of breast tumors on ultrasound images using a novel auxiliary attention-based framework Oct 11, 2022 Classification Lesion Detection
— Unverified Unsupervised classification of the spectrogram zeros Oct 11, 2022 Classification Denoising
Code Code Available Improving Long-tailed Object Detection with Image-Level Supervision by Multi-Task Collaborative Learning Oct 11, 2022 Classification Contrastive Learning
Code Code Available Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents Oct 11, 2022 Classification Document Classification
— Unverified Denoising Masked AutoEncoders Help Robust Classification Oct 10, 2022 Classification Decoder
Code Code Available Turbo Training with Token Dropout Oct 10, 2022 Action Classification Classification
— Unverified A Differentiable Distance Approximation for Fairer Image Classification Oct 9, 2022 Classification Fairness
Code Code Available A Transformer-based deep neural network model for SSVEP classification Oct 9, 2022 Brain Computer Interface Classification
Code Code Available Symmetry Defense Against CNN Adversarial Perturbation Attacks Oct 8, 2022 Adversarial Robustness Autonomous Vehicles
— Unverified KG-MTT-BERT: Knowledge Graph Enhanced BERT for Multi-Type Medical Text Classification Oct 8, 2022 Classification Question Answering
— Unverified Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification Oct 7, 2022 Classification image-classification
Code Code Available MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation Oct 6, 2022 Classification Code Classification
Code Code Available BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework Oct 6, 2022 Classification Data Augmentation
Code Code Available ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification Oct 6, 2022 Anatomy Classification
— Unverified Restricted Bernoulli Matrix Factorization: Balancing the trade-off between prediction accuracy and coverage in classification based collaborative filtering Oct 5, 2022 Classification Collaborative Filtering
Code Code Available Misaligned orientations of 4f optical neural network for image classification accuracy on various datasets Oct 5, 2022 Classification image-classification
— Unverified Two-stream Network for ECG Signal Classification Oct 5, 2022 Classification Diagnostic
— Unverified Token Classification for Disambiguating Medical Abbreviations Oct 5, 2022 Classification text-classification
— Unverified Improving Sentiment Analysis By Emotion Lexicon Approach on Vietnamese Texts Oct 5, 2022 Classification Sentiment Analysis
Code Code Available Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption Oct 5, 2022 Classification GPU
— Unverified Graph Classification via Discriminative Edge Feature Learning Oct 5, 2022 Classification Graph Classification
— Unverified Optimal classification and generalized prevalence estimates for diagnostic settings with more than two classes Oct 5, 2022 Classification Diagnostic
— Unverified Multi-stream Fusion for Class Incremental Learning in Pill Image Classification Oct 5, 2022 Classification class-incremental learning
Code Code Available Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders Oct 5, 2022 Classification Instance Segmentation
Code Code Available Teaching Yourself: Graph Self-Distillation on Neighborhood for Node Classification Oct 5, 2022 Classification Node Classification
— Unverified Learning Signal Temporal Logic through Neural Network for Interpretable Classification Oct 4, 2022 Classification Computational Efficiency
Code Code Available CLINICAL: Targeted Active Learning for Imbalanced Medical Image Classification Oct 4, 2022 Active Learning Classification
— Unverified MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples Oct 3, 2022 Classification Multi-class Classification
Code Code Available Introducing Vision Transformer for Alzheimer's Disease classification task with 3D input Oct 3, 2022 Classification
— Unverified LPT: Long-tailed Prompt Tuning for Image Classification Oct 3, 2022 Classification image-classification
Code Code Available Simple Pooling Front-ends For Efficient Audio Classification Oct 3, 2022 Audio Classification Classification
Code Code Available Two-Stream Transformer for Multi-Label Image Classification Oct 1, 2022 Classification image-classification
Code Code Available To the Most Gracious Highness, from Your Humble Servant: Analysing Swedish 18th Century Petitions Using Text Classification Oct 1, 2022 Classification Feature Importance
— Unverified Benchmark for Research Theme Classification of Scholarly Documents Oct 1, 2022 Classification Graph Generation
Code Code Available Is Encoder-Decoder Transformer the Shiny Hammer? Oct 1, 2022 Classification Decoder
— Unverified Multi-label Classification of Scientific Research Documents Across Domains and Languages Oct 1, 2022 Classification Multi-Label Classification
— Unverified UCCNLP@SMM4H’22:Label distribution aware long-tailed learning with post-hoc posterior calibration applied to text classification Oct 1, 2022 Classification text-classification
— Unverified Innovators@SMM4H’22: An Ensembles Approach for Stance and Premise Classification of COVID-19 Health Mandates Tweets Oct 1, 2022 Classification Stance Detection
— Unverified MaNLP@SMM4H’22: BERT for Classification of Twitter Posts Oct 1, 2022 Binary Classification Classification
— Unverified A multi-level approach for hierarchical Ticket Classification Oct 1, 2022 Classification Word Embeddings
— Unverified Edinburgh_UCL_Health@SMM4H’22: From Glove to Flair for handling imbalanced healthcare corpora related to Adverse Drug Events, Change in medication and self-reporting vaccination Oct 1, 2022 Classification
— Unverified Span Extraction Aided Improved Code-mixed Sentiment Classification Oct 1, 2022 Classification Multi-Task Learning
Code Code Available UB Health Miners@SMM4H’22: Exploring Pre-processing Techniques To Classify Tweets Using Transformer Based Pipelines. Oct 1, 2022 Binary Classification Classification
— Unverified Leveraging Semantic and Sentiment Knowledge for User-Generated Text Sentiment Classification Oct 1, 2022 Classification Decision Making
— Unverified Label distributions help implicit discourse relation classification Oct 1, 2022 Classification Implicit Discourse Relation Classification
Code Code Available 