Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels Apr 18, 2018 Image Classification Learning with noisy labels
Code Code Available 1Counterfactual Generative Networks Jan 15, 2021 Classification counterfactual
Code Code Available 1Attentional Feature Fusion Sep 29, 2020 Image Classification
Code Code Available 1DataMUX: Data Multiplexing for Neural Networks Feb 18, 2022 image-classification Image Classification
Code Code Available 1Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification Dec 24, 2020 Classification General Classification
Code Code Available 1Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification Nov 2, 2023 Hyperspectral Image Classification image-classification
Code Code Available 1Convolutional Xformers for Vision Jan 25, 2022 GPU image-classification
Code Code Available 1Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction Mar 27, 2020 Activity Recognition In Videos Event data classification
Code Code Available 1Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification Jan 14, 2021 Classification Hyperspectral Image Classification
Code Code Available 1A Hybrid Neural Coding Approach for Pattern Recognition with Spiking Neural Networks May 26, 2023 image-classification Image Classification
Code Code Available 1Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification Nov 13, 2023 image-classification Image Classification
Code Code Available 1DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention Oct 11, 2024 image-classification Image Classification
Code Code Available 1Convolution-enhanced Evolving Attention Networks Dec 16, 2022 image-classification Image Classification
Code Code Available 1Decision Stream: Cultivating Deep Decision Trees Apr 25, 2017 Classification feature selection
Code Code Available 1AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks Apr 15, 2021 Image Classification
Code Code Available 1AIDeveloper: deep learning image classification in life science and beyond Mar 5, 2020 Blood Cell Count Classification
Code Code Available 1Making Convolutional Networks Shift-Invariant Again Apr 25, 2019 Classification Consistency Conditional Image Generation
Code Code Available 1Asymmetric Polynomial Loss For Multi-Label Classification Apr 10, 2023 Classification image-classification
Code Code Available 1AIO-P: Expanding Neural Performance Predictors Beyond Image Classification Nov 30, 2022 2D Human Pose Estimation Classification
Code Code Available 1Deep Complex Networks May 27, 2017 Image Classification Music Transcription
Code Code Available 1A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification Nov 28, 2022 Benchmarking image-classification
Code Code Available 1DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning Mar 15, 2020 Classification Few-Shot 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 1Deep Fast Vision: A Python Library for Accelerated Deep Transfer Learning Vision Prototyping Nov 10, 2023 Deep Learning image-classification
Code Code Available 1Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles Jun 20, 2019 Aerial Scene Classification General Classification
Code Code Available 1Deep Learning Based Brain Tumor Segmentation: A Survey Jul 18, 2020 Brain Tumor Segmentation Deep Learning
Code Code Available 1DeepMIM: Deep Supervision for Masked Image Modeling Mar 15, 2023 image-classification Image Classification
Code Code Available 1Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Jun 11, 2020 Clustering Domain Adaptation
Code Code Available 1CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models Apr 23, 2024 image-classification Image Classification
Code Code Available 1Attentive Weights Generation for Few Shot Learning via Information Maximization Jun 1, 2020 Classification Few-Shot Image Classification
Code Code Available 1Counterfactual Visual Explanations Apr 16, 2019 counterfactual General Classification
Code Code Available 1DeepNoise: Signal and Noise Disentanglement based on Classifying Fluorescent Microscopy Images via Deep Learning Sep 13, 2022 Disentanglement Drug Discovery
Code Code Available 1Cross-modal Adversarial Reprogramming Feb 15, 2021 Classification General Classification
Code Code Available 1Benchmarking Pathology Feature Extractors for Whole Slide Image Classification Nov 20, 2023 Benchmarking image-classification
Code Code Available 1Deep Roto-Translation Scattering for Object Classification Dec 30, 2014 Classification Dictionary Learning
Code Code Available 1Deep Semantic Dictionary Learning for Multi-label Image Classification Dec 23, 2020 Classification Dictionary Learning
Code Code Available 1Automating Continual Learning Dec 1, 2023 Continual Learning image-classification
Code Code Available 1Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study Oct 6, 2021 Classification Computational Efficiency
Code Code Available 1UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation Jun 3, 2024 Disease Prediction image-classification
Code Code Available 1Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting Dec 1, 2023 Image Classification Machine Unlearning
Code Code Available 1Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation Dec 7, 2023 Contrastive Learning Data Augmentation
Code Code Available 1Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes Nov 29, 2021 Fairness Image Classification
Code Code Available 1DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets Apr 3, 2024 Image Classification Inductive Bias
Code Code Available 1Augmentation Strategies for Learning with Noisy Labels Mar 3, 2021 Image Classification Learning with noisy labels
Code Code Available 1AutoMix: Unveiling the Power of Mixup for Stronger Classifiers Mar 24, 2021 Classification Data Augmentation
Code Code Available 1Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision Tasks Jun 21, 2024 image-classification Image Classification
Code Code Available 1Asymmetric Loss For Multi-Label Classification Sep 29, 2020 Classification General Classification
Code Code Available 1Dendritic Learning-incorporated Vision Transformer for Image Recognition Feb 1, 2024 Image Classification
Code Code Available 1Controllable Orthogonalization in Training DNNs Apr 2, 2020 image-classification Image Classification
Code Code Available 1Contrastive Masked Autoencoders are Stronger Vision Learners Jul 27, 2022 Contrastive Learning Decoder
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