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Code Code Available 0Equivariant Transformer Networks Jan 25, 2019 General Classification image-classification
Code Code Available 0Pseudo-Rehearsal: Achieving Deep Reinforcement Learning without Catastrophic Forgetting Dec 6, 2018 Atari Games Continual Learning
Code Code Available 0Equivariant neural networks and equivarification Jun 16, 2019 General Classification image-classification
Code Code Available 0Addressing Small and Imbalanced Medical Image Datasets Using Generative Models: A Comparative Study of DDPM and PGGANs with Random and Greedy K Sampling Dec 17, 2024 Denoising image-classification
Code Code Available 0Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image Classification Sep 28, 2019 Binary Classification Classification
Code Code Available 0Convolutional Neural Networks combined with Runge-Kutta Methods Feb 24, 2018 Image Classification
Code Code Available 0Equivariant Differentially Private Deep Learning: Why DP-SGD Needs Sparser Models Jan 30, 2023 Image Classification Image Classification with Differential Privacy
Code Code Available 0On the training dynamics of deep networks with L_2 regularization Jun 15, 2020 image-classification Image Classification
Code Code Available 0Margin-bounded Confidence Scores for Out-of-Distribution Detection Sep 22, 2024 Autonomous Driving Benchmarking
Code Code Available 0GENNAPE: Towards Generalized Neural Architecture Performance Estimators Nov 30, 2022 Contrastive Learning Image Classification
Code Code Available 0Geo-Aware Networks for Fine-Grained Recognition Jun 4, 2019 Fine-Grained Image Classification General Classification
Code Code Available 0ConvNeXt Based Neural Network for Audio Anti-Spoofing Sep 14, 2022 image-classification Image Classification
Code Code Available 0Equivariance versus Augmentation for Spherical Images Feb 8, 2022 Data Augmentation image-classification
Code Code Available 0Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification Sep 1, 2018 General Classification Image Classification
Code Code Available 0Spatial Graph Convolutional Networks Sep 11, 2019 image-classification Image Classification
Code Code Available 0Exploring Adversarial Robustness of Vision Transformers in the Spectral Perspective Aug 20, 2022 Adversarial Robustness image-classification
Code Code Available 0Why gradient clipping accelerates training: A theoretical justification for adaptivity May 28, 2019 General Classification Image Classification
Code Code Available 0Fairness Explainability using Optimal Transport with Applications in Image Classification Aug 22, 2023 Decision Making Fairness
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Code Code Available 0Automatic Configuration of Deep Neural Networks with EGO Oct 10, 2018 Data Augmentation global-optimization
Code Code Available 0GeoMix: Towards Geometry-Aware Data Augmentation Jul 15, 2024 Data Augmentation Graph Learning
Code Code Available 0ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases Mar 19, 2021 image-classification Image Classification
Code Code Available 0Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers Oct 25, 2022 image-classification Image Classification
Code Code Available 0Conviformers: Convolutionally guided Vision Transformer Aug 17, 2022 Fine-Grained Image Classification image-classification
Code Code Available 0EPRNet: Efficient Pyramid Representation Network for Real-Time Street Scene Segmentation Mar 23, 2021 image-classification Image Classification
Code Code Available 012 mJ per Class On-Device Online Few-Shot Class-Incremental Learning Mar 12, 2024 class-incremental learning Class Incremental Learning
Code Code Available 0Epigenetic evolution of deep convolutional models Apr 12, 2021 image-classification Image Classification
Code Code Available 0Controlling Participation in Federated Learning with Feedback Nov 28, 2024 Computational Efficiency Federated Learning
Code Code Available 0Contrastive Learning for Predicting Cancer Prognosis Using Gene Expression Values Jun 9, 2023 Contrastive Learning image-classification
Code Code Available 0EPIC: Explanation of Pretrained Image Classification Networks via Prototype May 19, 2025 Feature Importance image-classification
Code Code Available 0Contrastive Learning for OOD in Object detection Aug 12, 2022 Contrastive Learning image-classification
Code Code Available 0GhostImage: Remote Perception Attacks against Camera-based Image Classification Systems Jan 21, 2020 Autonomous Driving BIG-bench Machine Learning
Code Code Available 0Masked Image Residual Learning for Scaling Deeper Vision Transformers Sep 25, 2023 Image Classification object-detection
Code Code Available 0Ensembles of Vision Transformers as a New Paradigm for Automated Classification in Ecology Mar 3, 2022 Fine-Grained Image Classification Image Classification
Code Code Available 0PSSCL: A progressive sample selection framework with contrastive loss designed for noisy labels Dec 18, 2024 Image Classification Learning with noisy labels
Code Code Available 0GhostShiftAddNet: More Features from Energy-Efficient Operations Sep 20, 2021 CPU GPU
Code Code Available 0Ontology-driven Event Type Classification in Images Nov 9, 2020 Classification General Classification
Code Code Available 0Contrastive-center loss for deep neural networks Jul 24, 2017 Classification Face Recognition
Code Code Available 0giMLPs: Gate with Inhibition Mechanism in MLPs Aug 1, 2022 image-classification Image Classification
Code Code Available 0Contrastive Bi-Projector for Unsupervised Domain Adaption Aug 14, 2023 Contrastive Learning Domain Adaptation
Code Code Available 0Ensemble of ConvNeXt V2 and MaxViT for Long-Tailed CXR Classification with View-Based Aggregation Oct 14, 2024 image-classification Image Classification
Code Code Available 0Contrastive-Based Deep Embeddings for Label Noise-Resilient Histopathology Image Classification Apr 11, 2024 Contrastive Learning Deep Learning
Code Code Available 0Ensemble learning in CNN augmented with fully connected subnetworks Mar 19, 2020 Ensemble Learning Image Classification
Code Code Available 0Enlarged Large Margin Loss for Imbalanced Classification Jun 15, 2023 Classification image-classification
Code Code Available 0Masking: A New Perspective of Noisy Supervision May 21, 2018 Image Classification
Code Code Available 0Continuous Meta-Learning without Tasks Dec 18, 2019 image-classification Image Classification
Code Code Available 0GLiRA: Black-Box Membership Inference Attack via Knowledge Distillation May 13, 2024 image-classification Image Classification
Code Code Available 0Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning Oct 23, 2024 Classification Contrastive Learning
Code Code Available 0Global Attention Mechanism: Retain Information to Enhance Channel-Spatial Interactions Dec 10, 2021 image-classification Image Classification
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