Enhancing Fine-Grained Visual Recognition in the Low-Data Regime Through Feature Magnitude Regularization Sep 3, 2024 Fine-Grained Image Recognition Fine-Grained Visual Recognition
Code Code Available 0Acne Severity Grading on Face Images via Extraction and Guidance of Prior Knowledge Jan 2, 2023 Acne Severity Grading image-classification
Code Code Available 0MASS: MoErging through Adaptive Subspace Selection Apr 6, 2025 image-classification Image Classification
Code Code Available 0Enhancing Cross-task Black-Box Transferability of Adversarial Examples with Dispersion Reduction Nov 22, 2019 Adversarial Attack image-classification
Code Code Available 0Automated wildlife image classification: An active learning tool for ecological applications Mar 28, 2023 Active Learning image-classification
Code Code Available 0Enhancing Cross-Prompt Transferability in Vision-Language Models through Contextual Injection of Target Tokens Jun 19, 2024 Caption Generation image-classification
Code Code Available 0Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures Jun 20, 2022 Attribute Fairness
Code Code Available 0Continual Learning with Strong Experience Replay May 23, 2023 Continual Learning image-classification
Code Code Available 0Automated Seed Quality Testing System using GAN & Active Learning Oct 2, 2021 Active Learning Generative Adversarial Network
Code Code Available 0Matrix capsules with EM routing Jan 1, 2018 Image Classification
Code Code Available 0GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations Jun 14, 2018 image-classification Image Classification
Code Code Available 0GLUSE: Enhanced Channel-Wise Adaptive Gated Linear Units SE for Onboard Satellite Earth Observation Image Classification Apr 16, 2025 Computational Efficiency Earth Observation
Code Code Available 0Glyce: Glyph-vectors for Chinese Character Representations Jan 29, 2019 Chinese Dependency Parsing Chinese Named Entity Recognition
Code Code Available 0Automated Search for Configurations of Deep Neural Network Architectures Apr 9, 2019 image-classification Image Classification
Code Code Available 0Redundant representations help generalization in wide neural networks Jun 7, 2021 Image Classification Learning Theory
Code Code Available 0Continual Learning with Deep Streaming Regularized Discriminant Analysis Sep 15, 2023 Continual Learning Image Classification
Code Code Available 0Continual Learning with Deep Generative Replay May 24, 2017 class-incremental learning Class Incremental Learning
Code Code Available 0PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral images Apr 9, 2019 Classification General Classification
Code Code Available 0Analysis of Confident-Classifiers for Out-of-distribution Detection Apr 27, 2019 General Classification image-classification
Code Code Available 0Automated Knowledge Distillation via Monte Carlo Tree Search Jan 1, 2023 image-classification Image Classification
Code Code Available 0OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification Jul 11, 2023 Active Learning image-classification
Code Code Available 0Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion Aug 25, 2024 Decision Making image-classification
Code Code Available 0Maximally Invariant Data Perturbation as Explanation Jun 19, 2018 image-classification Image Classification
Code Code Available 0Going Deeper with Contextual CNN for Hyperspectral Image Classification Apr 12, 2016 Classification General Classification
Code Code Available 0Enhance the Visual Representation via Discrete Adversarial Training Sep 16, 2022 Domain Generalization image-classification
Code Code Available 0Enhanced Meta Label Correction for Coping with Label Corruption May 22, 2023 Image Classification Learning with noisy labels
Code Code Available 0Enhanced Long-Tailed Recognition with Contrastive CutMix Augmentation Jul 6, 2024 Contrastive Learning Data Augmentation
Code Code Available 0EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task Oct 21, 2021 Classification Fine-Grained Image Classification
Code Code Available 0Maximizing Invariant Data Perturbation with Stochastic Optimization Jul 12, 2018 General Classification image-classification
Code Code Available 0AutoGAN: Neural Architecture Search for Generative Adversarial Networks Aug 11, 2019 image-classification Image Classification
Code Code Available 0Continual Learning of Unsupervised Monocular Depth from Videos Nov 4, 2023 Autonomous Driving Continual Learning
Code Code Available 0Opening Deep Neural Networks with Generative Models May 20, 2021 image-classification Image Classification
Code Code Available 0End-to-End Supervised Multilabel Contrastive Learning Jul 8, 2023 Contrastive Learning image-classification
Code Code Available 0Revisiting the Calibration of Modern Neural Networks Jun 15, 2021 image-classification Image Classification
Code Code Available 0EncodingNet: A Novel Encoding-based MAC Design for Efficient Neural Network Acceleration Feb 25, 2024 Efficient Neural Network image-classification
Code Code Available 0Maxout Networks Feb 18, 2013 General Classification Image Classification
Code Code Available 0Continual Learning in Open-vocabulary Classification with Complementary Memory Systems Jul 4, 2023 Continual Learning image-classification
Code Code Available 0Continual Contrastive Learning for Image Classification Jul 5, 2021 Classification Continual Learning
Code Code Available 0EnAET: A Self-Trained framework for Semi-Supervised and Supervised Learning with Ensemble Transformations Nov 21, 2019 Image Classification Semi-Supervised Image Classification
Code Code Available 0MaxUp: A Simple Way to Improve Generalization of Neural Network Training Feb 20, 2020 Few-Shot Image Classification General Classification
Code Code Available 0Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain Jul 15, 2024 Classification image-classification
Code Code Available 0Robustness and Overfitting Behavior of Implicit Background Models Aug 21, 2020 image-classification Image Classification
Code Code Available 0Continual and Multi-Task Architecture Search Jun 12, 2019 Continual Learning General Classification
Code Code Available 0Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness May 29, 2019 image-classification Image Classification
Code Code Available 0AutoFCL: Automatically Tuning Fully Connected Layers for Handling Small Dataset Jan 22, 2020 Bayesian Optimization image-classification
Code Code Available 0Empirical Evaluation of Rectified Activations in Convolutional Network May 5, 2015 General Classification image-classification
Code Code Available 0Open Set Domain Adaptation for Image and Action Recognition Jul 30, 2019 Action Recognition Domain Adaptation
Code Code Available 0Calibrated Top-1 Uncertainty estimates for classification by score based models Mar 21, 2019 General Classification Image Classification
Code Code Available 0MCA: Moment Channel Attention Networks Mar 4, 2024 image-classification Image Classification
Code Code Available 0EMNIST: an extension of MNIST to handwritten letters Feb 17, 2017 General Classification Image Classification
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