Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available 1Energy-Latency Attacks via Sponge Poisoning Mar 14, 2022 Classification Federated Learning
Code Code Available 1Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations Mar 24, 2025 cross-modal alignment Image Classification
Code Code Available 1Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model Mar 28, 2024 Data Augmentation Diversity
Code Code Available 1AFN: Adaptive Fusion Normalization via an Encoder-Decoder Framework Aug 7, 2023 Decoder Domain Generalization
Code Code Available 1Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 1Enhancing Sharpness-Aware Optimization Through Variance Suppression Sep 27, 2023 Data Augmentation image-classification
Code Code Available 1Ensembling with Deep Generative Views Apr 29, 2021 image-classification Image Classification
Code Code Available 1DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification Jun 17, 2022 Classification image-classification
Code Code Available 1CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks Feb 4, 2023 Adversarial Attack Adversarial Robustness
Code Code Available 1Equivariance-bridged SO(2)-Invariant Representation Learning using Graph Convolutional Network Jun 18, 2021 Data Augmentation image-classification
Code Code Available 1ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding Oct 12, 2022 document-image-classification Document Image Classification
Code Code Available 1Continual Learning Using a Kernel-Based Method Over Foundation Models Dec 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available 1Escaping the Big Data Paradigm with Compact Transformers Apr 12, 2021 Fine-Grained Image Classification Image Classification
Code Code Available 1EVA-CLIP: Improved Training Techniques for CLIP at Scale Mar 27, 2023 Image Classification Representation Learning
Code Code Available 1Evaluating histopathology transfer learning with ChampKit Jun 14, 2022 Benchmarking Cell Detection
Code Code Available 1A General Regret Bound of Preconditioned Gradient Method for DNN Training Jan 1, 2023 image-classification Image Classification
Code Code Available 1Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition Sep 28, 2021 Domain Adaptation image-classification
Code Code Available 1Continual Learning with Scaled Gradient Projection Feb 2, 2023 Continual Learning image-classification
Code Code Available 1EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention Oct 10, 2023 Computational Efficiency image-classification
Code Code Available 1Evolving Normalization-Activation Layers Apr 6, 2020 image-classification Image Classification
Code Code Available 1Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer Aug 3, 2021 Efficient ViTs image-classification
Code Code Available 1ExCon: Explanation-driven Supervised Contrastive Learning for Image Classification Nov 28, 2021 Adversarial Robustness Classification
Code Code Available 1Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning Oct 3, 2022 Clustering Depth Estimation
Code Code Available 1ConTNet: Why not use convolution and transformer at the same time? Apr 27, 2021 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 1Discovering and Mitigating Visual Biases through Keyword Explanation Jan 26, 2023 Image Classification Image Generation
Code Code Available 1Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution May 8, 2024 Explainable artificial intelligence image-classification
Code Code Available 1Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding Jun 15, 2023 Contrastive Learning image-classification
Code Code Available 1NoisyNN: Exploring the Impact of Information Entropy Change in Learning Systems Sep 19, 2023 image-classification Image Classification
Code Code Available 1A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples Dec 3, 2021 Active Learning Deep Learning
Code Code Available 1Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels Apr 18, 2018 Image Classification Learning with noisy labels
Code Code Available 1Active Learning for Convolutional Neural Networks: A Core-Set Approach Aug 1, 2017 Active Learning image-classification
Code Code Available 1FACMIC: Federated Adaptative CLIP Model for Medical Image Classification Oct 8, 2024 Domain Adaptation Federated Learning
Code Code Available 1Contrastive Deep Supervision Jul 12, 2022 Contrastive Learning Fine-Grained Image Classification
Code Code Available 1Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed May 27, 2022 Benchmarking Binary Classification
Code Code Available 1DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery Oct 19, 2022 Data Augmentation Decoder
Code Code Available 1DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks Jun 15, 2023 Adversarial Defense Face Recognition
Code Code Available 1A Survey of Classical And Quantum Sequence Models Dec 15, 2023 Classification image-classification
Code Code Available 1Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection Nov 12, 2022 Anomaly Detection Density Estimation
Code Code Available 1No Routing Needed Between Capsules Jan 24, 2020 Image Classification
Code Code Available 1Contrastive Learning Improves Model Robustness Under Label Noise Apr 19, 2021 Contrastive Learning image-classification
Code Code Available 1DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks Feb 5, 2021 image-classification Image Classification
Code Code Available 1Contrastive Learning of Generalized Game Representations Jun 18, 2021 Contrastive Learning Image Classification
Code Code Available 1A General Framework For Detecting Anomalous Inputs to DNN Classifiers Jul 29, 2020 Anomaly Detection image-classification
Code Code Available 1Contrastive Learning of Medical Visual Representations from Paired Images and Text Oct 2, 2020 Contrastive Learning Descriptive
Code Code Available 1Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks Aug 9, 2020 Adversarial Attack Image Classification
Code Code Available 1Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization Nov 18, 2022 Diversity image-classification
Code Code Available 1Detecting AutoAttack Perturbations in the Frequency Domain Nov 16, 2021 image-classification Image Classification
Code Code Available 1DEUP: Direct Epistemic Uncertainty Prediction Feb 16, 2021 Active Learning image-classification
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