Causal Transportability for Visual Recognition Apr 26, 2022 image-classification Image Classification
Code Code Available 1AutoAssist: A Framework to Accelerate Training of Deep Neural Networks May 8, 2019 GPU image-classification
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 1Meta-Adapter: An Online Few-shot Learner for Vision-Language Model Nov 7, 2023 Few-Shot Learning image-classification
Code Code Available 1Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification Feb 16, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1MetaAudio: A Few-Shot Audio Classification Benchmark Apr 5, 2022 Audio Classification Classification
Code Code Available 1Deep CORAL: Correlation Alignment for Deep Domain Adaptation Jul 6, 2016 Domain Adaptation Domain Generalization
Code Code Available 1Deep Fried Convnets Dec 22, 2014 Image Classification
Code Code Available 1Meta-Learning with Fewer Tasks through Task Interpolation Jun 4, 2021 image-classification Image Classification
Code Code Available 1DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization Sep 12, 2022 Device-Cloud Collaboration Domain Adaptation
Code Code Available 1Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification Mar 15, 2021 Classification Deep Reinforcement Learning
Code Code Available 1M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization Jul 17, 2023 image-classification Image Classification
Code Code Available 1Dense Contrastive Learning for Self-Supervised Visual Pre-Training Nov 18, 2020 Contrastive Learning image-classification
Code Code Available 1Disentangled Ontology Embedding for Zero-shot Learning Jun 8, 2022 image-classification Image Classification
Code Code Available 1Decision Stream: Cultivating Deep Decision Trees Apr 25, 2017 Classification feature selection
Code Code Available 1A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms Jul 30, 2021 image-classification Image Classification
Code Code Available 1DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Dec 17, 2020 Domain Generalization Image Classification
Code Code Available 1Fcaformer: Forward Cross Attention in Hybrid Vision Transformer Nov 14, 2022 Image Classification Knowledge Distillation
Code Code Available 1Cached Transformers: Improving Transformers with Differentiable Memory Cache Dec 20, 2023 image-classification Image Classification
Code Code Available 1Hybrid Supervision Learning for Pathology Whole Slide Image Classification Jul 2, 2021 Classification image-classification
Code Code Available 1MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers May 26, 2022 Image Classification Object Detection
Code Code Available 1MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks Mar 10, 2021 image-classification Image Classification
Code Code Available 1Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition Nov 30, 2023 Explainable Artificial Intelligence (XAI) image-classification
Code Code Available 1mixup: Beyond Empirical Risk Minimization Oct 25, 2017 Domain Generalization Image Classification
Code Code Available 1ML-Decoder: Scalable and Versatile Classification Head Nov 25, 2021 Classification Decoder
Code Code Available 1Complementary-Label Learning for Arbitrary Losses and Models Oct 10, 2018 General Classification Image Classification
Code Code Available 1Can An Image Classifier Suffice For Action Recognition? Jun 26, 2021 Action Recognition image-classification
Code Code Available 1MLRSNet: A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene Understanding Oct 1, 2020 Deep Learning image-classification
Code Code Available 1Decoupled Dynamic Filter Networks Apr 29, 2021 Image Classification Semantic Segmentation
Code Code Available 1DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention Oct 11, 2024 image-classification Image Classification
Code Code Available 1A General Regret Bound of Preconditioned Gradient Method for DNN Training Jan 1, 2023 image-classification Image Classification
Code Code Available 1Deblurring Masked Autoencoder is Better Recipe for Ultrasound Image Recognition Jun 14, 2023 Deblurring image-classification
Code Code Available 1Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network Jan 17, 2020 Fine-Grained Image Classification Fine-Grained Visual Recognition
Code Code Available 1CamDiff: Camouflage Image Augmentation via Diffusion Model Apr 11, 2023 Dataset Generation Image Augmentation
Code Code Available 1DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification Apr 19, 2023 Hyperspectral Image Classification image-classification
Code Code Available 1CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images May 9, 2023 Diagnostic Image Classification
Code Code Available 1DC3DCD: unsupervised learning for multiclass 3D point cloud change detection May 9, 2023 Change Detection image-classification
Code Code Available 1DCT-CryptoNets: Scaling Private Inference in the Frequency Domain Aug 27, 2024 image-classification Image Classification
Code Code Available 1DEAL: Deep Evidential Active Learning for Image Classification Jul 22, 2020 Active Learning Classification
Code Code Available 1Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Mar 9, 2017 Category-Agnostic Pose Estimation Few-Shot Image Classification
Code Code Available 1Decoupled Weight Decay Regularization Nov 14, 2017 image-classification Image Classification
Code Code Available 1Modeling Uncertain Feature Representation for Domain Generalization Jan 16, 2023 Domain Generalization image-classification
Code Code Available 1Data-Efficient Deep Learning Method for Image Classification Using Data Augmentation, Focal Cosine Loss, and Ensemble Jul 15, 2020 Data Augmentation image-classification
Code Code Available 1Data Feedback Loops: Model-driven Amplification of Dataset Biases Sep 8, 2022 image-classification Image Classification
Code Code Available 1Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) May 3, 2022 Image Classification
Code Code Available 1Can Language Understand Depth? Jul 3, 2022 Depth Estimation image-classification
Code Code Available 1A Dual-Direction Attention Mixed Feature Network for Facial Expression Recognition Aug 25, 2023 Facial Expression Recognition Facial Expression Recognition (FER)
Code Code Available 1Compressing Features for Learning with Noisy Labels Jun 27, 2022 Feature Compression Feature Importance
Code Code Available 1MoPro: Webly Supervised Learning with Momentum Prototypes Sep 17, 2020 Contrastive Learning image-classification
Code Code Available 1Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Dec 1, 2020 Data Augmentation Domain Adaptation
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