Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding Jun 15, 2023 Contrastive Learning image-classification
Code Code Available 15 Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available 15 Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification Nov 13, 2023 image-classification Image Classification
Code Code Available 15 Attention-Gated Brain Propagation: How the brain can implement reward-based error backpropagation Dec 1, 2020 image-classification Image Classification
Code Code Available 15 Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond Feb 28, 2022 Attribute Data Augmentation
Code Code Available 15 Adversarial Example Detection for DNN Models: A Review and Experimental Comparison May 1, 2021 Autonomous Vehicles image-classification
Code Code Available 15 Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Jun 11, 2020 Clustering Domain Adaptation
Code Code Available 15 Attentive Weights Generation for Few Shot Learning via Information Maximization Jun 1, 2020 Classification Few-Shot Image Classification
Code Code Available 15 Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation Dec 7, 2023 Contrastive Learning Data Augmentation
Code Code Available 15 Adversarial Examples in Deep Learning for Multivariate Time Series Regression Sep 24, 2020 Adversarial Attack Deep Learning
Code Code Available 15 Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 15 A Robust Feature Downsampling Module for Remote Sensing Visual Tasks Jun 1, 2023 image-classification Image Classification
Code Code Available 15 A Simple Baseline for Low-Budget Active Learning Oct 22, 2021 Active Learning image-classification
Code Code Available 15 Augmented Neural Fine-Tuning for Efficient Backdoor Purification Jul 14, 2024 Action Recognition Data Augmentation
Code Code Available 15 Augmenting Convolutional networks with attention-based aggregation Dec 27, 2021 Classification Image Classification
Code Code Available 15 Augmented Neural ODEs Apr 2, 2019 Image Classification
Code Code Available 15 Masking meets Supervision: A Strong Learning Alliance Jun 20, 2023 Image Classification Self-Supervised Image Classification
Code Code Available 15 Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Dec 1, 2020 Data Augmentation Domain Adaptation
Code Code Available 15 AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dec 5, 2019 Domain Generalization image-classification
Code Code Available 15 Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification Jul 11, 2020 Classification General Classification
Code Code Available 15 Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Apr 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available 15 AutoDiCE: Fully Automated Distributed CNN Inference at the Edge Jul 20, 2022 Code Generation image-classification
Code Code Available 15 Data Feedback Loops: Model-driven Amplification of Dataset Biases Sep 8, 2022 image-classification Image Classification
Code Code Available 15 DataMUX: Data Multiplexing for Neural Networks Feb 18, 2022 image-classification Image Classification
Code Code Available 15 Contrastive Deep Supervision Jul 12, 2022 Contrastive Learning Fine-Grained Image Classification
Code Code Available 15 Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers Jun 3, 2023 Computational Efficiency image-classification
Code Code Available 15 Contextual Convolutional Neural Networks Aug 17, 2021 Generative Adversarial Network image-classification
Code Code Available 15 AutoDC: Automated data-centric processing Nov 23, 2021 AutoML Data Augmentation
Code Code Available 15 Can We Talk Models Into Seeing the World Differently? Mar 14, 2024 Image Captioning Image Classification
Code Code Available 15 3D Human Pose Estimation with Spatial and Temporal Transformers Mar 18, 2021 3D Human Pose Estimation image-classification
Code Code Available 15 A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Dec 7, 2021 image-classification Image Classification
Code Code Available 15 DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention Oct 11, 2024 image-classification Image Classification
Code Code Available 15 AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly May 22, 2021 Bayesian Optimisation Bayesian Optimization
Code Code Available 15 Auto Learning Attention Dec 1, 2020 GPU image-classification
Code Code Available 15 Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoost Sep 3, 2021 COVID-19 Diagnosis Image Classification
Code Code Available 15 Automated Learning Rate Scheduler for Large-batch Training Jul 13, 2021 image-classification Image Classification
Code Code Available 15 Automatically designing CNN architectures using genetic algorithm for image classification Aug 11, 2018 Classification General Classification
Code Code Available 15 Decoupled Weight Decay Regularization Nov 14, 2017 image-classification Image Classification
Code Code Available 15 Deep AutoAugment Mar 11, 2022 AutoML Data Augmentation
Code Code Available 15 Container: Context Aggregation Network Jun 2, 2021 Image Classification Inductive Bias
Code Code Available 15 Automatic Recognition of Abdominal Organs in Ultrasound Images based on Deep Neural Networks and K-Nearest-Neighbor Classification Oct 9, 2021 Classification Dimensionality Reduction
Code Code Available 15 Deep convolutional tensor network May 29, 2020 image-classification Image Classification
Code Code Available 15 DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning Mar 15, 2020 Classification Few-Shot Image Classification
Code Code Available 15 Deep Factorized Metric Learning Jan 1, 2023 image-classification Image Classification
Code Code Available 15 Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification Aug 2, 2024 Classification Computational Efficiency
Code Code Available 15 AutoMix: Unveiling the Power of Mixup for Stronger Classifiers Mar 24, 2021 Classification Data Augmentation
Code Code Available 15 Contextual Diversity for Active Learning Aug 13, 2020 Active Learning Diversity
Code Code Available 15 A Fast 3D CNN for Hyperspectral Image Classification Apr 29, 2020 Classification General Classification
Code Code Available 15 AutoSpeech: Neural Architecture Search for Speaker Recognition May 7, 2020 image-classification Image Classification
Code Code Available 15 Confidence Regularized Self-Training Aug 26, 2019 Domain Adaptation image-classification
Code Code Available 15