Deep Learning for Musical Form: Recognition and Analysis Apr 29, 2022 Classification Deep Learning
Code Code Available HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification Apr 28, 2022 Classification Language Modeling
Code Code Available Unlocking High-Accuracy Differentially Private Image Classification through Scale Apr 28, 2022 Classification image-classification
Code Code Available End-to-End Audio Strikes Back: Boosting Augmentations Towards An Efficient Audio Classification Network Apr 25, 2022 Audio Classification Classification
Code Code Available Diffusion Kernel Attention Network for Brain Disorder Classification Apr 23, 2022 Classification
Code Code Available Self-supervised Learning for Sonar Image Classification Apr 20, 2022 Classification Denoising
Code Code Available Graph neural networks and attention-based CNN-LSTM for protein classification Apr 20, 2022 Classification Graph Attention
Code Code Available Neural Structured Prediction for Inductive Node Classification Apr 15, 2022 Classification Node Classification
Code Code Available Label Semantic Aware Pre-training for Few-shot Text Classification Apr 14, 2022 Classification Few-Shot Text Classification
Code Code Available Revisiting Transformer-based Models for Long Document Classification Apr 14, 2022 Classification Document Classification
Code Code Available Multi-View Hypercomplex Learning for Breast Cancer Screening Apr 12, 2022 Breast Tumour Classification Cancer Classification
Code Code Available LifeLonger: A Benchmark for Continual Disease Classification Apr 12, 2022 Classification class-incremental learning
Code Code Available Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification Apr 9, 2022 Classification domain classification
Code Code Available Are We Really Making Much Progress in Text Classification? A Comparative Review Apr 8, 2022 Classification Decoder
Code Code Available Few-Shot Forecasting of Time-Series with Heterogeneous Channels Apr 7, 2022 Classification Time Series
Code Code Available RF Signal Transformation and Classification using Deep Neural Networks Apr 6, 2022 Classification
Code Code Available MetaAudio: A Few-Shot Audio Classification Benchmark Apr 5, 2022 Audio Classification Classification
Code Code Available Long Movie Clip Classification with State-Space Video Models Apr 4, 2022 Classification Decoder
Code Code Available Simplicial Embeddings in Self-Supervised Learning and Downstream Classification Apr 1, 2022 Classification Inductive Bias
Code Code Available Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization Mar 31, 2022 Action Localization Classification
Code Code Available Multimodal Fusion Transformer for Remote Sensing Image Classification Mar 31, 2022 Classification image-classification
Code Code Available Fine-Grained Object Classification via Self-Supervised Pose Alignment Mar 30, 2022 Classification Object
Code Code Available Understanding Graph Convolutional Networks for Text Classification Mar 30, 2022 Classification graph construction
Code Code Available StyleFool: Fooling Video Classification Systems via Style Transfer Mar 30, 2022 Adversarial Attack Classification
Code Code Available Span Classification with Structured Information for Disfluency Detection in Spoken Utterances Mar 30, 2022 Classification
Code Code Available Overcoming challenges in leveraging GANs for few-shot data augmentation Mar 30, 2022 Classification Data Augmentation
Code Code Available On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification Mar 30, 2022 Classification Data Augmentation
Code Code Available Fair Contrastive Learning for Facial Attribute Classification Mar 30, 2022 Attribute Classification
Code Code Available Integrative Few-Shot Learning for Classification and Segmentation Mar 29, 2022 Classification Few-Shot Classification and Segmentation
Code Code Available Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients Mar 29, 2022 3D Point Cloud Classification Bilevel Optimization
Code Code Available Parameter-efficient Model Adaptation for Vision Transformers Mar 29, 2022 Benchmarking Classification
Code Code Available Knowledge Mining with Scene Text for Fine-Grained Recognition Mar 27, 2022 Activity Recognition Classification
Code Code Available Long-Tailed Recognition via Weight Balancing Mar 27, 2022 Classification Long-tail Learning
Code Code Available Contrastive Graph Learning for Population-based fMRI Classification Mar 26, 2022 Classification Functional Connectivity
Code Code Available Cluster & Tune: Boost Cold Start Performance in Text Classification Mar 20, 2022 Classification Clustering
Code Code Available On Robust Prefix-Tuning for Text Classification Mar 19, 2022 Classification Language Modelling
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 DocXClassifier: High Performance Explainable Deep Network for Document Image Classification Mar 17, 2022 Classification Data Augmentation
Code Code Available End-to-end P300 BCI using Bayesian accumulation of Riemannian probabilities Mar 15, 2022 Classification ERP
Code Code Available PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning Mar 15, 2022 Classification Descriptive
Code Code Available Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Mar 15, 2022 Active Learning Classification
Code Code Available Energy-Latency Attacks via Sponge Poisoning Mar 14, 2022 Classification Federated Learning
Code Code Available Deep Multimodal Guidance for Medical Image Classification Mar 10, 2022 Brain Tumor Classification Classification
Code Code Available CID: Cow Images Dataset for Regression and Classification Mar 10, 2022 Classification regression
Code Code Available OpenTAL: Towards Open Set Temporal Action Localization Mar 10, 2022 Action Classification Action Localization
Code Code Available TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification Mar 9, 2022 Cell Segmentation Classification
Code Code Available Graph Attention Transformer Network for Multi-Label Image Classification Mar 8, 2022 Classification Graph Attention
Code Code Available Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification Mar 8, 2022 Classification Contrastive Learning
Code Code Available RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation Mar 8, 2022 Classification Instance Segmentation
Code Code Available 