A Novel lightweight Convolutional Neural Network, ExquisiteNetV2 May 19, 2021 Classification Image Classification
Code Code Available 15 Regularizing Neural Networks via Adversarial Model Perturbation Oct 10, 2020 Image Classification model
Code Code Available 15 Relational Surrogate Loss Learning Feb 26, 2022 image-classification Image Classification
Code Code Available 15 Relative Positional Encoding for Transformers with Linear Complexity May 18, 2021 Gaussian Processes Image Classification
Code Code Available 15 Evaluating the Adversarial Robustness of Adaptive Test-time Defenses Feb 28, 2022 Adversarial Robustness image-classification
Code Code Available 15 Towards a More Rigorous Science of Blindspot Discovery in Image Classification Models Jul 8, 2022 Dimensionality Reduction image-classification
Code Code Available 15 ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring Nov 21, 2019 Image Classification Semi-Supervised Image Classification
Code Code Available 15 Going Deeper with Convolutions Sep 17, 2014 General Classification Image Classification
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 Reproducible scaling laws for contrastive language-image learning Dec 14, 2022 Image Classification Open Vocabulary Attribute Detection
Code Code Available 15 Circumventing Outliers of AutoAugment with Knowledge Distillation Mar 25, 2020 Data Augmentation General Classification
Code Code Available 15 Res2Net: A New Multi-scale Backbone Architecture Apr 2, 2019 Image Classification Instance Segmentation
Code Code Available 15 EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention Oct 10, 2023 Computational Efficiency image-classification
Code Code Available 15 Evidential Turing Processes Jun 2, 2021 Image Classification Uncertainty Quantification
Code Code Available 15 Evolutionary Neural AutoML for Deep Learning Feb 18, 2019 AutoML Deep Learning
Code Code Available 15 Age Estimation Using Expectation of Label Distribution Learning Jul 13, 2018 Age Estimation Face Recognition
Code Code Available 15 Class Adaptive Network Calibration Nov 28, 2022 image-classification Image Classification
Code Code Available 15 Evolving Normalization-Activation Layers Apr 6, 2020 image-classification Image Classification
Code Code Available 15 EXACT: How to Train Your Accuracy May 19, 2022 General Classification image-classification
Code Code Available 15 Class-Aware Contrastive Semi-Supervised Learning Mar 4, 2022 Image Classification Pseudo Label
Code Code Available 15 Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification Jan 1, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available 15 Class-Balanced Active Learning for Image Classification Oct 9, 2021 Active Learning Classification
Code Code Available 15 Class-Balanced Distillation for Long-Tailed Visual Recognition Apr 12, 2021 Image Classification Knowledge Distillation
Code Code Available 15 Class-Balanced Loss Based on Effective Number of Samples Jan 16, 2019 Image Classification Long-tail Learning
Code Code Available 15 Class-Difficulty Based Methods for Long-Tailed Visual Recognition Jul 29, 2022 Action Classification image-classification
Code Code Available 15 Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation Feb 9, 2022 Image Classification regression
Code Code Available 15 An Overview of Deep Learning Architectures in Few-Shot Learning Domain Aug 12, 2020 Deep Learning Few-Shot Learning
Code Code Available 15 Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need? Mar 25, 2020 All Few-Shot Image Classification
Code Code Available 15 CoAtNet: Marrying Convolution and Attention for All Data Sizes Jun 9, 2021 All Image Classification
Code Code Available 15 Explainable Deep Learning Methods in Medical Image Classification: A Survey May 10, 2022 Deep Learning Explainable artificial intelligence
Code Code Available 15 EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case Apr 24, 2021 image-classification Image Classification
Code Code Available 15 Explaining and Harnessing Adversarial Examples Dec 20, 2014 Image Classification
Code Code Available 15 CoCa: Contrastive Captioners are Image-Text Foundation Models May 4, 2022 Action Classification Decoder
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 Explaining in Style: Training a GAN to explain a classifier in StyleSpace Apr 27, 2021 image-classification Image Classification
Code Code Available 15 Explaining Latent Representations with a Corpus of Examples Oct 28, 2021 image-classification Image Classification
Code Code Available 15 Explaining Predictions of Non-Linear Classifiers in NLP Jun 23, 2016 General Classification image-classification
Code Code Available 15 Rethinking Transfer Learning for Medical Image Classification Jun 9, 2021 Classification image-classification
Code Code Available 15 Generative Classifiers as a Basis for Trustworthy Image Classification Jul 29, 2020 Classification General Classification
Code Code Available 15 Discovering and Mitigating Visual Biases through Keyword Explanation Jan 26, 2023 Image Classification Image Generation
Code Code Available 15 Generative Hierarchical Features from Synthesizing Images Jul 20, 2020 Face Verification image-classification
Code Code Available 15 Co2L: Contrastive Continual Learning Jan 1, 2021 Continual Learning Contrastive Learning
Code Code Available 15 Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification Mar 2, 2022 image-classification Image Classification
Code Code Available 15 Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? Jun 29, 2022 image-classification Image Classification
Code Code Available 15 Adversarial AutoMixup Dec 19, 2023 Classification image-classification
Code Code Available 15 Revisiting Sparse Convolutional Model for Visual Recognition Oct 24, 2022 image-classification Image Classification
Code Code Available 15 NoisyNN: Exploring the Impact of Information Entropy Change in Learning Systems Sep 19, 2023 image-classification Image Classification
Code Code Available 15 Co^2L: Contrastive Continual Learning Jun 28, 2021 Continual Learning Contrastive Learning
Code Code Available 15 Exploring Vision Transformers for Fine-grained Classification Jun 19, 2021 Classification Fine-Grained Image Classification
Code Code Available 15 Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification Feb 1, 2021 Classification General Classification
Code Code Available 15