Adversarial Continual Learning Mar 21, 2020 Continual Learning image-classification
Code Code Available 15 AutoVP: An Automated Visual Prompting Framework and Benchmark Oct 12, 2023 image-classification Image Classification
Code Code Available 15 Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification Jan 19, 2023 image-classification Image Classification
Code Code Available 15 Compressive Visual Representations Sep 27, 2021 Contrastive Learning Image Classification
Code Code Available 15 Fusion of Dual Spatial Information for Hyperspectral Image Classification Oct 23, 2020 Classification General Classification
Code Code Available 15 A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation Jun 14, 2019 image-classification Image Classification
Code Code Available 15 Learning Hierarchical Image Segmentation For Recognition and By Recognition Oct 1, 2022 Computational Efficiency image-classification
Code Code Available 15 GAN-based Priors for Quantifying Uncertainty Mar 27, 2020 Bayesian Inference Denoising
Code Code Available 15 Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks Aug 12, 2023 Efficient Neural Network Image Classification
Code Code Available 15 Concept Learners for Few-Shot Learning Jul 14, 2020 Few-Shot Learning Fine-Grained Image Classification
Code Code Available 15 Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction Feb 29, 2024 image-classification Image Classification
Code Code Available 15 Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels May 20, 2018 Image Classification Learning with noisy labels
Code Code Available 15 DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery Oct 19, 2022 Data Augmentation Decoder
Code Code Available 15 Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation Jul 9, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available 15 Confidence-aware multi-modality learning for eye disease screening May 28, 2024 image-classification Image Classification
Code Code Available 15 Anytime Dense Prediction with Confidence Adaptivity Apr 1, 2021 image-classification Image Classification
Code Code Available 15 Confidence Regularized Self-Training Aug 26, 2019 Domain Adaptation image-classification
Code Code Available 15 GIST: Generating Image-Specific Text for Fine-grained Object Classification Jul 21, 2023 Classification Fine-Grained Image Classification
Code Code Available 15 AutoSpeech: Neural Architecture Search for Speaker Recognition May 7, 2020 image-classification Image Classification
Code Code Available 15 DHP: Differentiable Meta Pruning via HyperNetworks Mar 30, 2020 AutoML Denoising
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 Generative Interventions for Causal Learning Dec 22, 2020 Image Classification Out-of-Distribution Generalization
Code Code Available 15 A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
Code Code Available 15 Consistency-based Active Learning for Object Detection Mar 18, 2021 Active Learning Classification
Code Code Available 15 Generic Neural Architecture Search via Regression Aug 4, 2021 image-classification Image Classification
Code Code Available 15 Generic-to-Specific Distillation of Masked Autoencoders Feb 28, 2023 Decoder image-classification
Code Code Available 15 Diagnosing Colorectal Polyps in the Wild with Capsule Networks Jan 10, 2020 image-classification Image Classification
Code Code Available 15 Contextual Diversity for Active Learning Aug 13, 2020 Active Learning Diversity
Code Code Available 15 Automating Continual Learning Dec 1, 2023 Continual Learning image-classification
Code Code Available 15 GhostNet: More Features from Cheap Operations Nov 27, 2019 Image Classification
Code Code Available 15 AutoMix: Unveiling the Power of Mixup for Stronger Classifiers Mar 24, 2021 Classification Data Augmentation
Code Code Available 15 GLiT: Neural Architecture Search for Global and Local Image Transformer Jul 7, 2021 image-classification Image Classification
Code Code Available 15 Approaching Deep Learning through the Spectral Dynamics of Weights Aug 21, 2024 Deep Learning image-classification
Code Code Available 15 Global Filter Networks for Image Classification Jul 1, 2021 Classification Domain Generalization
Code Code Available 15 Contextual Transformer Networks for Visual Recognition Jul 26, 2021 Image Classification Instance Segmentation
Code Code Available 15 Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification Jun 20, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 15 Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available 15 Going deeper with Image Transformers Mar 31, 2021 image-classification Image Classification
Code Code Available 15 DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification Jun 17, 2022 Classification image-classification
Code Code Available 15 Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 15 All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation Sep 29, 2024 All Data Compression
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 Continual Learning with Scaled Gradient Projection Feb 2, 2023 Continual Learning image-classification
Code Code Available 15 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 ConTNet: Why not use convolution and transformer at the same time? Apr 27, 2021 image-classification Image Classification
Code Code Available 15 Gradient Centralization: A New Optimization Technique for Deep Neural Networks Apr 3, 2020 Fine-Grained Image Classification General Classification
Code Code Available 15 Contrastive Deep Supervision Jul 12, 2022 Contrastive Learning Fine-Grained Image Classification
Code Code Available 15 Gradient Projection Memory for Continual Learning Mar 17, 2021 Attribute Continual Learning
Code Code Available 15 GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training Feb 16, 2021 Image Classification Language Modeling
Code Code Available 15 Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations Jun 14, 2023 image-classification Image Classification
Code Code Available 15