Interpretable part-whole hierarchies and conceptual-semantic relationships in neural networks Mar 7, 2022 Classification Contrastive Learning
Code Code Available Weakly Supervised Object Localization as Domain Adaption Mar 3, 2022 Classification Domain Adaptation
Code Code Available 3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification Mar 2, 2022 Classification Point Cloud Classification
Code Code Available ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing Feb 23, 2022 Classification Data Augmentation
Code Code Available Fast Sparse Classification for Generalized Linear and Additive Models Feb 23, 2022 Additive models Classification
Code Code Available S3T: Self-Supervised Pre-training with Swin Transformer for Music Classification Feb 21, 2022 Classification Data Augmentation
Code Code Available Model-Agnostic Augmentation for Accurate Graph Classification Feb 21, 2022 Classification Graph Classification
Code Code Available G-Mixup: Graph Data Augmentation for Graph Classification Feb 15, 2022 Classification Data Augmentation
Code Code Available Random Walks for Adversarial Meshes Feb 15, 2022 Adversarial Attack Classification
Code Code Available Sim-to-Real Domain Adaptation for Lane Detection and Classification in Autonomous Driving Feb 15, 2022 Autonomous Driving Classification
Code Code Available Indication as Prior Knowledge for Multimodal Disease Classification in Chest Radiographs with Transformers Feb 12, 2022 Classification image-classification
Code Code Available Evaluation of post-hoc interpretability methods in time-series classification Feb 11, 2022 Classification Time Series
Code Code Available SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images Feb 9, 2022 Classification Multi-tissue Nucleus Segmentation
Code Code Available Benchmarking and Analyzing Point Cloud Classification under Corruptions Feb 7, 2022 Benchmarking Classification
Code Code Available Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor Imagery Classification Feb 5, 2022 Classification EEG
Code Code Available Differentially Private Graph Classification with GNNs Feb 5, 2022 BIG-bench Machine Learning Classification
Code Code Available Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization Feb 1, 2022 Classification Semantic Segmentation
Code Code Available A Dataset for Medical Instructional Video Classification and Question Answering Jan 30, 2022 Classification Question Answering
Code Code Available An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks Jan 27, 2022 Classification Ensemble Learning
Code Code Available Arrhythmia Classification using CGAN-augmented ECG Signals Jan 26, 2022 Arrhythmia Detection Classification
Code Code Available Riemannian Local Mechanism for SPD Neural Networks Jan 25, 2022 Classification
Code Code Available Learning Optimal Fair Classification Trees: Trade-offs Between Interpretability, Fairness, and Accuracy Jan 24, 2022 Classification Fairness
Code Code Available Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification Jan 22, 2022 Classification Hyperspectral Image Classification
Code Code Available Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation Jan 21, 2022 Classification Contrastive Learning
Code Code Available Disjoint-CNN for Multivariate Time Series Classification Jan 20, 2022 Classification Deep Learning
Code Code Available It's All in the Head: Representation Knowledge Distillation through Classifier Sharing Jan 18, 2022 All Classification
Code Code Available Continual Transformers: Redundancy-Free Attention for Online Inference Jan 17, 2022 Action Detection Audio Classification
Code Code Available Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer Jan 14, 2022 Classification Contrastive Learning
Code Code Available SLISEMAP: Supervised dimensionality reduction through local explanations Jan 12, 2022 Classification Dimensionality Reduction
Code Code Available Homepage2Vec: Language-Agnostic Website Embedding and Classification Jan 10, 2022 Classification
Code Code Available Classification of Long Sequential Data using Circular Dilated Convolutional Neural Networks Jan 6, 2022 Audio Classification Classification
Code Code Available Towards Similarity-Aware Time-Series Classification Jan 5, 2022 Classification Dynamic Time Warping
Code Code Available M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer Jan 1, 2022 3D Classification Classification
Code Code Available End-to-End Reconstruction-Classification Learning for Face Forgery Detection Jan 1, 2022 Classification Decoder
Code Code Available Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification Jan 1, 2022 Classification Informativeness
Code Code Available Causal Attention for Interpretable and Generalizable Graph Classification Dec 30, 2021 Classification Graph Attention
Code Code Available Convolutional Neural Networks Based Remote Sensing Scene Classification under Clear and Cloudy Environments Dec 30, 2021 Classification Scene Classification
Code Code Available Attention-based Bidirectional LSTM for Deceptive Opinion Spam Classification Dec 29, 2021 Classification Decision Making
Code Code Available Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification Dec 29, 2021 Classification
Code Code Available Augmenting Convolutional networks with attention-based aggregation Dec 27, 2021 Classification Image Classification
Code Code Available Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction Dec 20, 2021 Classification text-classification
Code Code Available Unified Named Entity Recognition as Word-Word Relation Classification Dec 19, 2021 Chinese Named Entity Recognition Classification
Code Code Available Continual Learning with Knowledge Transfer for Sentiment Classification Dec 18, 2021 Classification Continual Learning
Code Code Available Towards End-to-End Image Compression and Analysis with Transformers Dec 17, 2021 Classification image-classification
Code Code Available Knowledge-Augmented Language Models for Cause-Effect Relation Classification Dec 16, 2021 Cause-Effect Relation Classification Classification
Code Code Available CLICKER: A Computational LInguistics Classification Scheme for Educational Resources Dec 16, 2021 Articles Classification
Code Code Available Rethinking Nearest Neighbors for Visual Classification Dec 15, 2021 Classification
Code Code Available Text Classification Models for Form Entity Linking Dec 14, 2021 Classification Diversity
Code Code Available HiClass: a Python library for local hierarchical classification compatible with scikit-learn Dec 13, 2021 Classification
Code Code Available Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification Dec 13, 2021 Classification Document Classification
Code Code Available 