Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding Mar 29, 2021 image-classification Image Classification
Code Code Available 1Confidence-aware multi-modality learning for eye disease screening May 28, 2024 image-classification 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 1Multimodal Categorization of Crisis Events in Social Media Apr 10, 2020 Event Detection 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 1Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval Sep 21, 2020 Fine-Grained Image Classification General Classification
Code Code Available 1Multi-Objective Interpolation Training for Robustness to Label Noise Dec 8, 2020 Contrastive Learning Image Classification
Code Code Available 1Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification Jul 28, 2023 image-classification Image Classification
Code Code Available 1Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification Sep 22, 2020 Computational Efficiency General Classification
Code Code Available 1Capsule Network based Contrastive Learning of Unsupervised Visual Representations Sep 22, 2022 Contrastive Learning image-classification
Code Code Available 1Confidence Regularized Self-Training Aug 26, 2019 Domain Adaptation image-classification
Code Code Available 1Multi-Scale Dense Networks for Resource Efficient Image Classification Mar 29, 2017 General Classification Handwritten Mathmatical Expression Recognition
Code Code Available 1Deep Fried Convnets Dec 22, 2014 Image Classification
Code Code Available 1Mutual Contrastive Learning for Visual Representation Learning Apr 26, 2021 Contrastive Learning Few-Shot Learning
Code Code Available 1Capsules with Inverted Dot-Product Attention Routing Feb 12, 2020 Image Classification
Code Code Available 1MUXConv: Information Multiplexing in Convolutional Neural Networks Mar 31, 2020 Computational Efficiency Image Classification
Code Code Available 1Carrying out CNN Channel Pruning in a White Box Apr 24, 2021 image-classification Image Classification
Code Code Available 1NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks Oct 12, 2021 Benchmarking image-classification
Code Code Available 1Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment Jan 25, 2023 Active Learning image-classification
Code Code Available 1Post-Training Piecewise Linear Quantization for Deep Neural Networks Jan 31, 2020 image-classification Image Classification
Code Code Available 1Deep Learning Based Brain Tumor Segmentation: A Survey Jul 18, 2020 Brain Tumor Segmentation Deep Learning
Code Code Available 1Deep convolutional tensor network May 29, 2020 image-classification Image Classification
Code Code Available 1Nested Collaborative Learning for Long-Tailed Visual Recognition Mar 29, 2022 Image Classification Long-tail Learning
Code Code Available 1Deep Complex Networks May 27, 2017 Image Classification Music Transcription
Code Code Available 1Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio Apr 6, 2020 image-classification Image Classification
Code Code Available 1Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification Jul 7, 2021 Classification image-classification
Code Code Available 1Neural Architecture Search for Lightweight Non-Local Networks Apr 4, 2020 GPU Image Classification
Code Code Available 1Category-Prompt Refined Feature Learning for Long-Tailed Multi-Label Image Classification Aug 15, 2024 image-classification Image Classification
Code Code Available 1Deep CORAL: Correlation Alignment for Deep Domain Adaptation Jul 6, 2016 Domain Adaptation Domain Generalization
Code Code Available 1Category-wise Fine-Tuning: Resisting Incorrect Pseudo-Labels in Multi-Label Image Classification with Partial Labels Jan 30, 2024 Benchmarking image-classification
Code Code Available 1Consistency-based Active Learning for Object Detection Mar 18, 2021 Active Learning Classification
Code Code Available 1Neural Ensemble Search for Uncertainty Estimation and Dataset Shift Jun 15, 2020 AutoML Diversity
Code Code Available 1Deep AutoAugment Mar 11, 2022 AutoML Data Augmentation
Code Code Available 1Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization Apr 15, 2019 Fine-Grained Visual Recognition General 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 1Noisy Differentiable Architecture Search May 7, 2020 AutoML Image Classification
Code Code Available 1Decoupled Dynamic Filter Networks Apr 29, 2021 Image Classification Semantic Segmentation
Code Code Available 1Non-convex Learning via Replica Exchange Stochastic Gradient MCMC Aug 12, 2020 Image Classification
Code Code Available 1Non-Local Neural Networks With Grouped Bilinear Attentional Transforms Jun 1, 2020 Image Classification Video Classification
Code Code Available 1No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models Feb 6, 2022 image-classification Image Classification
Code Code Available 1Causal Transportability for Visual Recognition Apr 26, 2022 image-classification Image Classification
Code Code Available 1Advancing Vision Transformers with Group-Mix Attention Nov 26, 2023 image-classification Image Classification
Code Code Available 1No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems Nov 25, 2020 Clustering General Classification
Code Code Available 1Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition May 31, 2021 All Computational Efficiency
Code Code Available 1Decoupled Weight Decay Regularization Nov 14, 2017 image-classification Image Classification
Code Code Available 1NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search Jul 20, 2020 Image Classification Neural Architecture Search
Code Code Available 1Astroformer: More Data Might not be all you need for Classification Apr 3, 2023 All Astronomy
Code Code Available 1Obtaining Calibrated Probabilities with Personalized Ranking Models Dec 9, 2021 image-classification Image Classification
Code Code Available 1Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm Mar 25, 2023 Diversity image-classification
Code Code Available 1Channel Importance Matters in Few-Shot Image Classification Jun 16, 2022 Few-Shot Image Classification Few-Shot Learning
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