Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition Jul 23, 2022 Contrastive Learning image-classification
Code Code Available 1Online Training Through Time for Spiking Neural Networks Oct 9, 2022 Event data classification Gesture Recognition
Code Code Available 1CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification Jul 31, 2023 Classification image-classification
Code Code Available 1Continual Learning Using a Kernel-Based Method Over Foundation Models Dec 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available 1On the Importance of Firth Bias Reduction in Few-Shot Classification Oct 6, 2021 Classification Few-Shot Image Classification
Code Code Available 1On the Performance Analysis of Momentum Method: A Frequency Domain Perspective Nov 29, 2024 Image Classification
Code Code Available 1CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction Aug 29, 2023 Federated Learning image-classification
Code Code Available 1CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification Jul 12, 2023 image-classification Image Classification
Code Code Available 1Ontology-guided Semantic Composition for Zero-Shot Learning Jun 30, 2020 image-classification Image Classification
Code Code Available 1CellMix: A General Instance Relationship based Method for Data Augmentation Towards Pathology Image Classification Jan 27, 2023 Data Augmentation image-classification
Code Code Available 1Astroformer: More Data Might not be all you need for Classification Apr 3, 2023 All Astronomy
Code Code Available 1Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm Mar 25, 2023 Diversity image-classification
Code Code Available 1Open Set Recognition using Vision Transformer with an Additional Detection Head Mar 16, 2022 image-classification Image Classification
Code Code Available 1Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels Jul 29, 2022 Image Classification
Code Code Available 1Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning Dec 9, 2022 Contrastive Learning image-classification
Code Code Available 1Open-World Semi-Supervised Learning Feb 6, 2021 image-classification Image Classification
Code Code Available 1Optimal Representations for Covariate Shift Dec 31, 2021 Domain Generalization Image Classification
Code Code Available 1Deep convolutional tensor network May 29, 2020 image-classification Image Classification
Code Code Available 1Deep Fast Vision: Accelerated Deep Transfer Learning Vision Prototyping and Beyond Apr 26, 2023 AutoML Image Classification
Code Code Available 1OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks Dec 21, 2013 General Classification Image Classification
Code Code Available 1DeepMIM: Deep Supervision for Masked Image Modeling Mar 15, 2023 image-classification Image Classification
Code Code Available 1P2T: Pyramid Pooling Transformer for Scene Understanding Jun 22, 2021 image-classification Image Classification
Code Code Available 1A Novel Approach for detecting Normal, COVID-19 and Pneumonia patient using only binary classifications from chest CT-Scans Mar 28, 2022 COVID-19 Diagnosis Diagnostic
Code Code Available 1Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection Jun 9, 2021 Classification feature selection
Code Code Available 1Parameter-efficient Model Adaptation for Vision Transformers Mar 29, 2022 Benchmarking Classification
Code Code Available 1Deep Transferring Quantization Aug 1, 2020 Face Recognition image-classification
Code Code Available 1A 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 1Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization Nov 18, 2022 Diversity image-classification
Code Code Available 1Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models Oct 18, 2022 image-classification Image Classification
Code Code Available 1PASS: Part-Aware Self-Supervised Pre-Training for Person Re-Identification Mar 8, 2022 image-classification Image Classification
Code Code Available 1Age Estimation Using Expectation of Label Distribution Learning Jul 13, 2018 Age Estimation Face Recognition
Code Code Available 1Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding Jun 15, 2023 Contrastive Learning image-classification
Code Code Available 1A Novel Convolutional Neural Network Architecture with a Continuous Symmetry Aug 3, 2023 image-classification Image Classification
Code Code Available 1PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier Aug 20, 2021 image-classification Image Classification
Code Code Available 1Deep AutoAugment Mar 11, 2022 AutoML Data Augmentation
Code Code Available 1Contrastive Deep Supervision Jul 12, 2022 Contrastive Learning Fine-Grained Image Classification
Code Code Available 1Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation Feb 9, 2022 Image Classification regression
Code Code Available 1PAD-Net: An Efficient Framework for Dynamic Networks Nov 10, 2022 image-classification Image Classification
Code Code Available 1Pay Attention to MLPs May 17, 2021 Image Classification Natural Language Inference
Code Code Available 1ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases May 5, 2017 General Classification image-classification
Code Code Available 1PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers Jul 5, 2024 Fine-Grained Image Classification Image Classification
Code Code Available 1PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions Jul 20, 2020 image-classification Image Classification
Code Code Available 1Contrastive Learning of Generalized Game Representations Jun 18, 2021 Contrastive Learning Image Classification
Code Code Available 1Peripheral Vision Transformer Jun 14, 2022 image-classification Image Classification
Code Code Available 1CHEX: CHannel EXploration for CNN Model Compression Mar 29, 2022 image-classification Image Classification
Code Code Available 1CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification Aug 8, 2023 Classification Diagnostic
Code Code Available 1CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning Apr 18, 2025 Common Sense Reasoning image-classification
Code Code Available 1CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets Feb 6, 2023 Classification image-classification
Code Code Available 1LR-Net: A Block-based Convolutional Neural Network for Low-Resolution Image Classification Jul 19, 2022 Classification image-classification
Code Code Available 1DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks Sep 23, 2024 ARC Computational Efficiency
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