Convolutional Channel-wise Competitive Learning for the Forward-Forward Algorithm Dec 19, 2023 image-classification Image Classification
Code Code Available 1Convolutional Sequence to Sequence Learning May 8, 2017 Bangla Spelling Error Correction CPU
Code Code Available 1Convolutional Xformers for Vision Jan 25, 2022 GPU image-classification
Code Code Available 1Convolution-enhanced Evolving Attention Networks Dec 16, 2022 image-classification Image Classification
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 1Adversarial Example Detection for DNN Models: A Review and Experimental Comparison May 1, 2021 Autonomous Vehicles image-classification
Code Code Available 1Counterfactual Generative Networks Jan 15, 2021 Classification counterfactual
Code Code Available 1Counterfactual Visual Explanations Apr 16, 2019 counterfactual General 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 1Adversarial Examples in Deep Learning for Multivariate Time Series Regression Sep 24, 2020 Adversarial Attack Deep Learning
Code Code Available 1A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
Code Code Available 1TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Mar 28, 2021 Decoder image-classification
Code Code Available 1CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation Mar 20, 2022 image-classification Image Classification
Code Code Available 1Cross-Iteration Batch Normalization Feb 13, 2020 image-classification Image Classification
Code Code Available 1FocusNet: Classifying Better by Focusing on Confusing Classes Oct 14, 2021 Classification image-classification
Code Code Available 1Cross-modulated Few-shot Image Generation for Colorectal Tissue Classification Apr 4, 2023 Data Augmentation image-classification
Code Code Available 1CSPNet: A New Backbone that can Enhance Learning Capability of CNN Nov 27, 2019 Attribute Image Classification
Code Code Available 1CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations May 1, 2023 Contrastive Learning image-classification
Code Code Available 1CLIP-guided Federated Learning on Heterogeneous and Long-Tailed Data Dec 14, 2023 Contrastive Learning Federated Learning
Code Code Available 1Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification Jul 11, 2020 Classification General Classification
Code Code Available 1AIDeveloper: deep learning image classification in life science and beyond Mar 5, 2020 Blood Cell Count Classification
Code Code Available 1CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections Nov 28, 2024 image-classification Image Classification
Code Code Available 1CycleMLP: A MLP-like Architecture for Dense Prediction Jul 21, 2021 Image Classification Instance Segmentation
Code Code Available 1CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers Jul 21, 2020 Classification Data Augmentation
Code Code Available 1A Conservative Approach for Unbiased Learning on Unknown Biases Jan 1, 2022 image-classification Image Classification
Code Code Available 1CLIP4IDC: CLIP for Image Difference Captioning Jun 1, 2022 Domain Adaptation Image Classification
Code Code Available 1AASAE: Augmentation-Augmented Stochastic Autoencoders Jul 26, 2021 Contrastive Learning Data Augmentation
Code Code Available 1Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Mar 18, 2021 Classification Classifier calibration
Code Code Available 1CoCa: Contrastive Captioners are Image-Text Foundation Models May 4, 2022 Action Classification Decoder
Code Code Available 1All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation Sep 29, 2024 All Data Compression
Code Code Available 1Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
Code Code Available 1DATA: Domain-Aware and Task-Aware Self-supervised Learning Mar 17, 2022 image-classification Image Classification
Code Code Available 1Data Feedback Loops: Model-driven Amplification of Dataset Biases Sep 8, 2022 image-classification Image Classification
Code Code Available 1DataMUX: Data Multiplexing for Neural Networks Feb 18, 2022 image-classification Image Classification
Code Code Available 1Optimized spiking neurons classify images with high accuracy through temporal coding with two spikes Jan 31, 2020 General Classification image-classification
Code Code Available 1CLCC: Contrastive Learning for Color Constancy Jun 9, 2021 Color Constancy Contrastive Learning
Code Code Available 1DCT-CryptoNets: Scaling Private Inference in the Frequency Domain Aug 27, 2024 image-classification Image Classification
Code Code Available 1DEAL: Deep Evidential Active Learning for Image Classification Jul 22, 2020 Active Learning Classification
Code Code Available 1Deblurring Masked Autoencoder is Better Recipe for Ultrasound Image Recognition Jun 14, 2023 Deblurring image-classification
Code Code Available 1DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Dec 17, 2020 Domain Generalization Image Classification
Code Code Available 1A Hybrid Neural Coding Approach for Pattern Recognition with Spiking Neural Networks May 26, 2023 image-classification Image Classification
Code Code Available 1Decoupled Weight Decay Regularization Nov 14, 2017 image-classification Image Classification
Code Code Available 1Deep AutoAugment Mar 11, 2022 AutoML Data Augmentation
Code Code Available 13D Human Pose Estimation with Spatial and Temporal Transformers Mar 18, 2021 3D Human Pose Estimation image-classification
Code Code Available 1Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification Aug 2, 2024 Classification Computational Efficiency
Code Code Available 1DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning Mar 15, 2020 Classification Few-Shot Image Classification
Code Code Available 1Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation Feb 9, 2022 Image Classification regression
Code Code Available 1A Fast 3D CNN for Hyperspectral Image Classification Apr 29, 2020 Classification General Classification
Code Code Available 1Deep Fried Convnets Dec 22, 2014 Image Classification
Code Code Available 1CLCNet: Rethinking of Ensemble Modeling with Classification Confidence Network May 19, 2022 Classification Ensemble Learning
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