CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks Feb 4, 2023 Adversarial Attack Adversarial Robustness
Code Code Available 15 Consistency-based Active Learning for Object Detection Mar 18, 2021 Active Learning 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 Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels Apr 18, 2018 Image Classification Learning with noisy labels
Code Code Available 15 It's All in the Head: Representation Knowledge Distillation through Classifier Sharing Jan 18, 2022 All Classification
Code Code Available 15 Co-Tuning for Transfer Learning Dec 1, 2020 Image Classification Transfer Learning
Code Code Available 15 Counterfactual Visual Explanations Apr 16, 2019 counterfactual General Classification
Code Code Available 15 Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment Aug 22, 2020 image-classification Image Classification
Code Code Available 15 Just Train Twice: Improving Group Robustness without Training Group Information Jul 19, 2021 image-classification Image Classification
Code Code Available 15 Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps Dec 29, 2020 All image-classification
Code Code Available 15 A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation Apr 15, 2021 Data Augmentation image-classification
Code Code Available 15 Cross-modal Adversarial Reprogramming Feb 15, 2021 Classification General Classification
Code Code Available 15 Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) May 3, 2022 Image Classification
Code Code Available 15 KNAS: Green Neural Architecture Search Nov 26, 2021 image-classification Image Classification
Code Code Available 15 InceptionMamba: An Efficient Hybrid Network with Large Band Convolution and Bottleneck Mamba Jun 10, 2025 Computational Efficiency 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 CondenseNet V2: Sparse Feature Reactivation for Deep Networks Apr 9, 2021 Computational Efficiency image-classification
Code Code Available 15 Knowledge Distillation from A Stronger Teacher May 21, 2022 image-classification Image Classification
Code Code Available 15 Incorporating Convolution Designs into Visual Transformers Mar 22, 2021 Image Classification
Code Code Available 15 A fuzzy distance-based ensemble of deep models for cervical cancer detection Mar 30, 2022 Image Classification Transfer Learning
Code Code Available 15 Cross-Domain Ensemble Distillation for Domain Generalization Nov 25, 2022 Domain Generalization image-classification
Code Code Available 15 Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers Jun 3, 2023 Computational Efficiency image-classification
Code Code Available 15 Information Maximization Clustering via Multi-View Self-Labelling Mar 12, 2021 Clustering Image Classification
Code Code Available 15 Cross-Iteration Batch Normalization Feb 13, 2020 image-classification Image 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 Learning Hierarchical Image Segmentation For Recognition and By Recognition Oct 1, 2022 Computational Efficiency image-classification
Code Code Available 15 Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Oct 16, 2020 Active Learning Clustering
Code Code Available 15 Improving Vision Transformers by Revisiting High-frequency Components Apr 3, 2022 Domain Generalization Image Classification
Code Code Available 15 Cross-modulated Few-shot Image Generation for Colorectal Tissue Classification Apr 4, 2023 Data Augmentation image-classification
Code Code Available 15 Language-Guided Transformer for Federated Multi-Label Classification Dec 12, 2023 Classification Federated Learning
Code Code Available 15 Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding Jun 15, 2023 Contrastive Learning image-classification
Code Code Available 15 ConTNet: Why not use convolution and transformer at the same time? Apr 27, 2021 image-classification Image Classification
Code Code Available 15 Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment Feb 2, 2023 Attribute Few-Shot Image Classification
Code Code Available 15 LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks Feb 19, 2024 Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
Code Code Available 15 LR-Net: A Block-based Convolutional Neural Network for Low-Resolution Image Classification Jul 19, 2022 Classification image-classification
Code Code Available 15 CSPNet: A New Backbone that can Enhance Learning Capability of CNN Nov 27, 2019 Attribute Image Classification
Code Code Available 15 Improving the Resolution of CNN Feature Maps Efficiently with Multisampling May 28, 2018 General Classification image-classification
Code Code Available 15 Contextual Convolutional Neural Networks Aug 17, 2021 Generative Adversarial Network image-classification
Code Code Available 15 Improving Visual Prompt Tuning for Self-supervised Vision Transformers Jun 8, 2023 image-classification Image Classification
Code Code Available 15 Age Estimation Using Expectation of Label Distribution Learning Jul 13, 2018 Age Estimation Face Recognition
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 Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention Jan 5, 2022 Decoder image-classification
Code Code Available 15 Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm Mar 25, 2023 Diversity image-classification
Code Code Available 15 Curriculum Temperature for Knowledge Distillation Nov 29, 2022 Image Classification Knowledge Distillation
Code Code Available 15 Astroformer: More Data Might not be all you need for Classification Apr 3, 2023 All Astronomy
Code Code Available 15 Curriculum By Smoothing Mar 3, 2020 image-classification Image Classification
Code Code Available 15 Improving robustness against common corruptions by covariate shift adaptation Jun 30, 2020 Domain Generalization Image Classification
Code Code Available 15 Contextual Transformer Networks for Visual Recognition Jul 26, 2021 Image Classification Instance Segmentation
Code Code Available 15 Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning Jan 16, 2020 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