Anytime Continual Learning for Open Vocabulary Classification Sep 13, 2024 Classification Continual Learning
Code Code Available 15 Robustness of on-device Models: Adversarial Attack to Deep Learning Models on Android Apps Jan 12, 2021 Adversarial Attack Deep Learning
Code Code Available 15 Adversarial Continual Learning Mar 21, 2020 Continual Learning image-classification
Code Code Available 15 Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes Jun 18, 2019 Active Learning Continual Learning
Code Code Available 15 Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning Feb 28, 2025 image-classification Image Classification
Code Code Available 15 GOLD-NAS: Gradual, One-Level, Differentiable Jul 7, 2020 image-classification Image Classification
Code Code Available 15 Combining GANs and AutoEncoders for Efficient Anomaly Detection Nov 16, 2020 Adversarial Attack Anomaly Detection
Code Code Available 15 Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions Feb 2, 2022 image-classification Image Classification
Code Code Available 15 Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics Feb 5, 2025 image-classification Image Classification
Code Code Available 15 Combating noisy labels by agreement: A joint training method with co-regularization Mar 5, 2020 Diversity Image Classification
Code Code Available 15 Optimized spiking neurons classify images with high accuracy through temporal coding with two spikes Jan 31, 2020 General Classification image-classification
Code Code Available 15 Faster Meta Update Strategy for Noise-Robust Deep Learning Apr 30, 2021 Deep Learning Image 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 Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks Feb 14, 2022 Hyperspectral Image Classification image-classification
Code Code Available 15 Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Oct 16, 2020 Active Learning Clustering
Code Code Available 15 Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
Code Code Available 15 Fast Hierarchical Games for Image Explanations Apr 13, 2021 image-classification Image Classification
Code Code Available 15 Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks Aug 9, 2020 Adversarial Attack Image Classification
Code Code Available 15 Saliency-Regularized Deep Multi-Task Learning Jul 3, 2022 image-classification Image Classification
Code Code Available 15 Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells Oct 25, 2018 Depth Estimation Depth Prediction
Code Code Available 15 FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation Nov 3, 2021 GPU image-classification
Code Code Available 15 Fast-SNN: Fast Spiking Neural Network by Converting Quantized ANN May 31, 2023 image-classification Image Classification
Code Code Available 15 FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search Dec 9, 2018 GPU Image Classification
Code Code Available 15 FCCNs: Fully Complex-valued Convolutional Networks using Complex-valued Color Model and Loss Function Jan 1, 2023 image-classification Image Classification
Code Code Available 15 Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration Sep 29, 2021 image-classification Image Classification
Code Code Available 15 Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels Mar 15, 2022 Image Classification Learning with noisy labels
Code Code Available 15 Go Wider Instead of Deeper Jul 25, 2021 Image Classification Mixture-of-Experts
Code Code Available 15 FC-KAN: Function Combinations in Kolmogorov-Arnold Networks Sep 3, 2024 Image Classification Kolmogorov-Arnold Networks
Code Code Available 15 FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network Jan 5, 2020 Face Swapping Few-Shot Learning
Code Code Available 15 Scaling Graph Convolutions for Mobile Vision Jun 9, 2024 Graph Attention Graph Neural Network
Code Code Available 15 GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation Dec 13, 2022 Decoder image-classification
Code Code Available 15 GlobalMamba: Global Image Serialization for Vision Mamba Oct 14, 2024 image-classification Image Classification
Code Code Available 15 A Fuzzy Rank-based Ensemble of CNN Models for Classification of Cervical Cytology Jul 15, 2021 image-classification Image Classification
Code Code Available 15 Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing Oct 28, 2023 Image Classification Multi-Label Image Classification
Code Code Available 15 Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance? May 30, 2022 Deep Learning image-classification
Code Code Available 15 FedBABU: Towards Enhanced Representation for Federated Image Classification Jun 4, 2021 Classification Federated Learning
Code Code Available 15 CLCC: Contrastive Learning for Color Constancy Jun 9, 2021 Color Constancy Contrastive Learning
Code Code Available 15 CLCNet: Rethinking of Ensemble Modeling with Classification Confidence Network May 19, 2022 Classification Ensemble Learning
Code Code Available 15 Federated Learning via Input-Output Collaborative Distillation Dec 22, 2023 Federated Learning image-classification
Code Code Available 15 Clean-Label Backdoor Attacks on Video Recognition Models Mar 6, 2020 Backdoor Attack backdoor defense
Code Code Available 15 CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise Nov 20, 2017 Classification General Classification
Code Code Available 15 Schema Inference for Interpretable Image Classification Mar 12, 2023 Classification Graph Matching
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 Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classification Jul 27, 2023 Federated Learning image-classification
Code Code Available 15 A fuzzy distance-based ensemble of deep models for cervical cancer detection Mar 30, 2022 Image Classification Transfer Learning
Code Code Available 15 CLIP4IDC: CLIP for Image Difference Captioning Jun 1, 2022 Domain Adaptation Image Classification
Code Code Available 15 A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
Code Code Available 15 Global Filter Networks for Image Classification Jul 1, 2021 Classification Domain Generalization
Code Code Available 15 FedMLP: Federated Multi-Label Medical Image Classification under Task Heterogeneity Jun 27, 2024 Federated Learning image-classification
Code Code Available 15 Going Deeper with Convolutions Sep 17, 2014 General Classification Image Classification
Code Code Available 15