HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification Sep 21, 2022 Classification image-classification
Code Code Available 2Adapter is All You Need for Tuning Visual Tasks Nov 25, 2023 All image-classification
Code Code Available 2Binary Neural Networks: A Survey Mar 31, 2020 Binarization image-classification
Code Code Available 2Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation May 27, 2022 Contrastive Learning image-classification
Code Code Available 2DAMamba: Vision State Space Model with Dynamic Adaptive Scan Feb 18, 2025 image-classification Image Classification
Code Code Available 2DEYO: DETR with YOLO for End-to-End Object Detection Feb 26, 2024 Decoder GPU
Code Code Available 2Accelerating Transformers with Spectrum-Preserving Token Merging May 25, 2024 image-classification Image Classification
Code Code Available 2ktrain: A Low-Code Library for Augmented Machine Learning Apr 19, 2020 BIG-bench Machine Learning Classification
Code Code Available 2Big Transfer (BiT): General Visual Representation Learning Dec 24, 2019 Few-Shot Learning Fine-Grained Image Classification
Code Code Available 2A Survey on Mixup Augmentations and Beyond Sep 8, 2024 Image Classification Self-Supervised Learning
Code Code Available 2Attention Mechanisms in Computer Vision: A Survey Nov 15, 2021 image-classification Image Classification
Code Code Available 2SCAN: Learning to Classify Images without Labels May 25, 2020 Classification Clustering
Code Code Available 2FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Jan 21, 2020 Image Classification Pseudo Label
Code Code Available 2LibFewShot: A Comprehensive Library for Few-shot Learning Sep 10, 2021 Data Augmentation Few-Shot Image Classification
Code Code Available 2Masked Siamese Networks for Label-Efficient Learning Apr 14, 2022 image-classification Image Classification
Code Code Available 2SeaFormer++: Squeeze-enhanced Axial Transformer for Mobile Visual Recognition Jan 30, 2023 Feature Upsampling image-classification
Code Code Available 2CLR: Channel-wise Lightweight Reprogramming for Continual Learning Jul 21, 2023 Continual Learning image-classification
Code Code Available 1Clusterability as an Alternative to Anchor Points When Learning with Noisy Labels Feb 10, 2021 Image Classification Image Classification with Human Noise
Code Code Available 1ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification Nov 25, 2021 image-classification Image Classification
Code Code Available 1Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder Aug 2, 2024 counterfactual image-classification
Code Code Available 1ClusterFormer: Clustering As A Universal Visual Learner Sep 22, 2023 Clustering image-classification
Code Code Available 1CLIP the Gap: A Single Domain Generalization Approach for Object Detection Jan 13, 2023 Domain Generalization image-classification
Code Code Available 1Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification Aug 2, 2024 Classification Computational Efficiency
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 1FocusNet: Classifying Better by Focusing on Confusing Classes Oct 14, 2021 Classification image-classification
Code Code Available 1Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification Mar 19, 2021 image-classification Image Classification
Code Code Available 1CLIP4IDC: CLIP for Image Difference Captioning Jun 1, 2022 Domain Adaptation 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 1Clean-Label Backdoor Attacks on Video Recognition Models Mar 6, 2020 Backdoor Attack backdoor defense
Code Code Available 1Adversarial Continual Learning Mar 21, 2020 Continual Learning image-classification
Code Code Available 1CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise Nov 20, 2017 Classification General 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 1Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
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 1A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Dec 7, 2021 image-classification Image Classification
Code Code Available 1Adversarial Example Detection for DNN Models: A Review and Experimental Comparison May 1, 2021 Autonomous Vehicles 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 1CLCNet: Rethinking of Ensemble Modeling with Classification Confidence Network May 19, 2022 Classification Ensemble Learning
Code Code Available 1CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning Feb 11, 2022 Image Classification Partial Label Learning
Code Code Available 1AASAE: Augmentation-Augmented Stochastic Autoencoders Jul 26, 2021 Contrastive Learning Data Augmentation
Code Code Available 1A Conservative Approach for Unbiased Learning on Unknown Biases Jan 1, 2022 image-classification Image Classification
Code Code Available 1Class-Balanced Active Learning for Image Classification Oct 9, 2021 Active Learning Classification
Code Code Available 1Class-Aware Contrastive Semi-Supervised Learning Mar 4, 2022 Image Classification Pseudo Label
Code Code Available 1Class Adaptive Network Calibration Nov 28, 2022 image-classification Image Classification
Code Code Available 1Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification Jan 1, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1Class-Balanced Distillation for Long-Tailed Visual Recognition Apr 12, 2021 Image Classification Knowledge Distillation
Code Code Available 1CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets Feb 6, 2023 Classification image-classification
Code Code Available 1CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning Apr 18, 2025 Common Sense Reasoning image-classification
Code Code Available 1CHEX: CHannel EXploration for CNN Model Compression Mar 29, 2022 image-classification Image Classification
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