DynaMixer: A Vision MLP Architecture with Dynamic Mixing Jan 28, 2022 Image Classification
Code Code Available 1Early-Learning Regularization Prevents Memorization of Noisy Labels Jun 30, 2020 General Classification Image Classification
Code Code Available 1Automated Learning Rate Scheduler for Large-batch Training Jul 13, 2021 image-classification Image Classification
Code Code Available 1Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning Nov 15, 2022 Federated Learning image-classification
Code Code Available 1Cross-Domain Ensemble Distillation for Domain Generalization Nov 25, 2022 Domain Generalization image-classification
Code Code Available 1CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention Jul 31, 2021 image-classification Image Classification
Code Code Available 1EEEA-Net: An Early Exit Evolutionary Neural Architecture Search Aug 13, 2021 GPU Image Classification
Code Code Available 1CoV-TI-Net: Transferred Initialization with Modified End Layer for COVID-19 Diagnosis Sep 20, 2022 COVID-19 Diagnosis image-classification
Code Code Available 1A Bregman Learning Framework for Sparse Neural Networks May 10, 2021 Denoising Image Classification
Code Code Available 1Automatically designing CNN architectures using genetic algorithm for image classification Aug 11, 2018 Classification General Classification
Code Code Available 1Efficient Classification of Very Large Images with Tiny Objects Jun 4, 2021 Classification GPU
Code Code Available 1Benchmarking and scaling of deep learning models for land cover image classification Nov 18, 2021 Benchmarking 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 1BAGAN: Data Augmentation with Balancing GAN Mar 26, 2018 Data Augmentation image-classification
Code Code Available 1Aggregated Residual Transformations for Deep Neural Networks Nov 16, 2016 Domain Generalization General Classification
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 1CrAM: A Compression-Aware Minimizer Jul 28, 2022 GPU 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 1All you need is a good init Nov 19, 2015 All Image Classification
Code Code Available 1A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Apr 26, 2022 image-classification Image Classification
Code Code Available 1Almost-Orthogonal Layers for Efficient General-Purpose Lipschitz Networks Aug 5, 2022 image-classification Image Classification
Code Code Available 1Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise Dec 10, 2020 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 1CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models Apr 23, 2024 image-classification Image Classification
Code Code Available 1Automatic Recognition of Abdominal Organs in Ultrasound Images based on Deep Neural Networks and K-Nearest-Neighbor Classification Oct 9, 2021 Classification Dimensionality Reduction
Code Code Available 1Beyond Categorical Label Representations for Image Classification Apr 6, 2021 Classification General Classification
Code Code Available 1Convolution-enhanced Evolving Attention Networks Dec 16, 2022 image-classification Image Classification
Code Code Available 1ELSA: Enhanced Local Self-Attention for Vision Transformer Dec 23, 2021 Image Classification Instance Segmentation
Code Code Available 1CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records Jan 25, 2020 Disease Prediction General Classification
Code Code Available 1Co-Tuning for Transfer Learning Dec 1, 2020 Image Classification Transfer Learning
Code Code Available 1AutoMix: Unveiling the Power of Mixup for Stronger Classifiers Mar 24, 2021 Classification Data Augmentation
Code Code Available 1BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor Segmentation Sep 25, 2021 Brain Tumor Segmentation BraTS2021
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 1AlphaNet: Improved Training of Supernets with Alpha-Divergence Feb 16, 2021 Image Classification Neural Architecture Search
Code Code Available 1Enhancing Few-Shot Image Classification through Learnable Multi-Scale Embedding and Attention Mechanisms Sep 12, 2024 Cross-Domain Few-Shot Few-Shot Image Classification
Code Code Available 1AutoSpeech: Neural Architecture Search for Speaker Recognition May 7, 2020 image-classification Image Classification
Code Code Available 1Convolutional Sequence to Sequence Learning May 8, 2017 Bangla Spelling Error Correction CPU
Code Code Available 1Convolutional Channel-wise Competitive Learning for the Forward-Forward Algorithm Dec 19, 2023 image-classification Image Classification
Code Code Available 1Entroformer: A Transformer-based Entropy Model for Learned Image Compression Feb 11, 2022 image-classification Image Classification
Code Code Available 1AutoVP: An Automated Visual Prompting Framework and Benchmark Oct 12, 2023 image-classification Image Classification
Code Code Available 1EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural Network May 30, 2021 image-classification Image Classification
Code Code Available 1Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction Mar 27, 2020 Activity Recognition In Videos Event data classification
Code Code Available 1Error-Bounded Correction of Noisy Labels Nov 19, 2020 Image Classification
Code Code Available 1Systematic comparison of semi-supervised and self-supervised learning for medical image classification Jul 18, 2023 GPU image-classification
Code Code Available 1Evaluating histopathology transfer learning with ChampKit Jun 14, 2022 Benchmarking Cell Detection
Code Code Available 1Evaluating the Adversarial Robustness of Adaptive Test-time Defenses Feb 28, 2022 Adversarial Robustness image-classification
Code Code Available 1Evaluating the visualization of what a Deep Neural Network has learned Sep 21, 2015 Classification General Classification
Code Code Available 1EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention Oct 10, 2023 Computational Efficiency image-classification
Code Code Available 1No Routing Needed Between Capsules Jan 24, 2020 Image Classification
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