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Code Code Available 1No Routing Needed Between Capsules Jan 24, 2020 Image Classification
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Code Code Available 1Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification Jan 22, 2022 Classification Hyperspectral Image Classification
Code Code Available 1AwesomeMeta+: A Mixed-Prototyping Meta-Learning System Supporting AI Application Design Anywhere Apr 24, 2023 Image Classification Meta-Learning
Code Code Available 1A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others Dec 9, 2022 Domain Generalization Image Classification
Code Code Available 1Cross-Domain Ensemble Distillation for Domain Generalization Nov 25, 2022 Domain Generalization image-classification
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Code Code Available 1Fast AutoAugment May 1, 2019 Data Augmentation GPU
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Code Code Available 1Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations Jun 14, 2023 image-classification Image Classification
Code Code Available 1Faster Meta Update Strategy for Noise-Robust Deep Learning Apr 30, 2021 Deep Learning Image Classification
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Code Code Available 1Backdoor Attacks on Crowd Counting Jul 12, 2022 Backdoor Attack Crowd Counting
Code Code Available 1A Survey of Classical And Quantum Sequence Models Dec 15, 2023 Classification image-classification
Code Code Available 1CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution Jul 4, 2022 Compiler Optimization image-classification
Code Code Available 1Blacklight: Scalable Defense for Neural Networks against Query-Based Black-Box Attacks Jun 24, 2020 image-classification Image Classification
Code Code Available 1FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search Dec 9, 2018 GPU Image Classification
Code Code Available 1FCCNs: Fully Complex-valued Convolutional Networks using Complex-valued Color Model and Loss Function Jan 1, 2023 image-classification Image Classification
Code Code Available 1FC-KAN: Function Combinations in Kolmogorov-Arnold Networks Sep 3, 2024 Image Classification Kolmogorov-Arnold Networks
Code Code Available 1"BNN - BN = ?": Training Binary Neural Networks without Batch Normalization Apr 16, 2021 Image Classification
Code Code Available 1Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection Jun 19, 2020 BIG-bench Machine Learning image-classification
Code Code Available 1BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label Jul 1, 2022 Adversarial Attack Backdoor Attack
Code Code Available 1FedBABU: Towards Enhanced Representation for Federated Image Classification Jun 4, 2021 Classification Federated Learning
Code Code Available 1FedDefender: Backdoor Attack Defense in Federated Learning Jul 2, 2023 Backdoor Attack Data Poisoning
Code Code Available 1Federated Learning via Input-Output Collaborative Distillation Dec 22, 2023 Federated Learning image-classification
Code Code Available 1Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching Jun 16, 2021 Federated Learning image-classification
Code Code Available 1BAGAN: Data Augmentation with Balancing GAN Mar 26, 2018 Data Augmentation image-classification
Code Code Available 1Boosting Active Learning via Improving Test Performance Dec 10, 2021 Active Learning Electron Tomography
Code Code Available 1COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning Jun 16, 2020 Decision Making Image Classification
Code Code Available 1Bag of Tricks for Image Classification with Convolutional Neural Networks Dec 4, 2018 Domain Generalization General Classification
Code Code Available 1FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification Jun 28, 2022 Contrastive Learning Federated Learning
Code Code Available 1Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains Nov 25, 2021 Domain Generalization image-classification
Code Code Available 1Boosting Co-teaching with Compression Regularization for Label Noise Apr 28, 2021 Data Compression image-classification
Code Code Available 1Balanced Contrastive Learning for Long-Tailed Visual Recognition Jul 19, 2022 Contrastive Learning Image Classification
Code Code Available 1Balanced Energy Regularization Loss for Out-of-distribution Detection Jun 18, 2023 Classification image-classification
Code Code Available 1FFT-based Dynamic Token Mixer for Vision Mar 7, 2023 image-classification Image Classification
Code Code Available 1FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis Dec 2, 2021 Artifact Detection Backdoor Attack
Code Code Available 1FILIP: Fine-grained Interactive Language-Image Pre-Training Nov 9, 2021 image-classification Image Classification
Code Code Available 1Balanced-MixUp for Highly Imbalanced Medical Image Classification Sep 20, 2021 Classification image-classification
Code Code Available 1Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features Jan 14, 2020 Classification Diversity
Code Code Available 1Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments Jun 7, 2021 image-classification Image Classification
Code Code Available 1Fine-grained Recognition with Learnable Semantic Data Augmentation Sep 1, 2023 Data Augmentation Fine-Grained Image Recognition
Code Code Available 1Active Learning for Convolutional Neural Networks: A Core-Set Approach Aug 1, 2017 Active Learning image-classification
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