CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records Jan 25, 2020 Disease Prediction General Classification
Code Code Available 15 Conformer: Local Features Coupling Global Representations for Visual Recognition May 9, 2021 Image Classification Instance Segmentation
Code Code Available 15 Anytime Dense Prediction with Confidence Adaptivity Apr 1, 2021 image-classification Image Classification
Code Code Available 15 Consistency-based Active Learning for Object Detection Mar 18, 2021 Active Learning Classification
Code Code Available 15 Are These Birds Similar: Learning Branched Networks for Fine-grained Representations Jan 16, 2020 Classification Document Text Classification
Code Code Available 15 Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks Mar 7, 2018 Brain Segmentation image-classification
Code Code Available 15 3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation Sep 4, 2019 image-classification Image Classification
Code Code Available 15 Are Natural Domain Foundation Models Useful for Medical Image Classification? Oct 30, 2023 image-classification Image Classification
Code Code Available 15 CondenseNet V2: Sparse Feature Reactivation for Deep Networks Apr 9, 2021 Computational Efficiency image-classification
Code Code Available 15 Container: Context Aggregation Network Jun 2, 2021 Image Classification Inductive Bias
Code Code Available 15 A Dual-Direction Attention Mixed Feature Network for Facial Expression Recognition Aug 25, 2023 Facial Expression Recognition Facial Expression Recognition (FER)
Code Code Available 15 Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding Mar 29, 2021 image-classification Image Classification
Code Code Available 15 Confidence-aware multi-modality learning for eye disease screening May 28, 2024 image-classification Image Classification
Code Code Available 15 Confidence Regularized Self-Training Aug 26, 2019 Domain Adaptation image-classification
Code Code Available 15 Compressing Features for Learning with Noisy Labels Jun 27, 2022 Feature Compression Feature Importance
Code Code Available 15 A Robust Feature Downsampling Module for Remote Sensing Visual Tasks Jun 1, 2023 image-classification Image Classification
Code Code Available 15 An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow Mar 30, 2020 Data Augmentation Deep Learning
Code Code Available 15 Asymmetric Loss For Multi-Label Classification Sep 29, 2020 Classification General Classification
Code Code Available 15 ViViT: A Video Vision Transformer Mar 29, 2021 Action Classification Action Recognition
Code Code Available 15 Stateful ODE-Nets using Basis Function Expansions Jun 21, 2021 image-classification Image Classification
Code Code Available 15 Compressive Visual Representations Sep 27, 2021 Contrastive Learning Image Classification
Code Code Available 15 Advancing Vision Transformers with Group-Mix Attention Nov 26, 2023 image-classification Image Classification
Code Code Available 15 Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing Jan 26, 2021 BIG-bench Machine Learning image-classification
Code Code Available 15 A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model Dec 29, 2021 image-classification Image Classification
Code Code Available 15 A Rainbow in Deep Network Black Boxes May 29, 2023 image-classification Image Classification
Code Code Available 15 TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Mar 28, 2021 Decoder image-classification
Code Code Available 15 Concept Learners for Few-Shot Learning Jul 14, 2020 Few-Shot Learning Fine-Grained Image Classification
Code Code Available 15 Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Apr 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available 15 A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm Feb 26, 2020 Data Augmentation image-classification
Code Code Available 15 A Simple Baseline for Low-Budget Active Learning Oct 22, 2021 Active Learning image-classification
Code Code Available 15 Complementary-Label Learning for Arbitrary Losses and Models Oct 10, 2018 General Classification Image Classification
Code Code Available 15 Can We Talk Models Into Seeing the World Differently? Mar 14, 2024 Image Captioning Image Classification
Code Code Available 15 A Comprehensive Empirical Evaluation on Online Continual Learning Aug 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available 15 A Simple Semi-Supervised Learning Framework for Object Detection May 10, 2020 Data Augmentation image-classification
Code Code Available 15 A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification May 29, 2021 Classification Hyperspectral Image Classification
Code Code Available 15 Contrastive Learning of Generalized Game Representations Jun 18, 2021 Contrastive Learning Image Classification
Code Code Available 15 Compositional Explanations of Neurons Jun 24, 2020 image-classification Image Classification
Code Code Available 15 Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization Nov 18, 2022 Diversity image-classification
Code Code Available 15 A Survey on Transferability of Adversarial Examples across Deep Neural Networks Oct 26, 2023 image-classification Image Classification
Code Code Available 15 AQD: Towards Accurate Fully-Quantized Object Detection Jul 14, 2020 Image Classification Object
Code Code Available 15 A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration Mar 25, 2022 image-classification Image Classification
Code Code Available 15 Adversarial Attacks on ML Defense Models Competition Oct 15, 2021 Adversarial Attack Adversarial Robustness
Code Code Available 15 Astroformer: More Data Might not be all you need for Classification Apr 3, 2023 All Astronomy
Code Code Available 15 A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples Dec 3, 2021 Active Learning Deep Learning
Code Code Available 15 A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Apr 26, 2022 image-classification Image Classification
Code Code Available 15 Arch-Net: Model Distillation for Architecture Agnostic Model Deployment Nov 1, 2021 image-classification Image Classification
Code Code Available 15 Embedded Prompt Tuning: Towards Enhanced Calibration of Pretrained Models for Medical Images Jul 1, 2024 Cross-Domain Few-Shot image-classification
Code Code Available 15 Adversarial AutoMixup Dec 19, 2023 Classification image-classification
Code Code Available 15 AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks Apr 15, 2021 Image Classification
Code Code Available 15 Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network Jan 17, 2020 Fine-Grained Image Classification Fine-Grained Visual Recognition
Code Code Available 15