Confidence-aware multi-modality learning for eye disease screening May 28, 2024 image-classification Image Classification
Code Code Available 1Anytime Dense Prediction with Confidence Adaptivity Apr 1, 2021 image-classification Image Classification
Code Code Available 1Confidence Regularized Self-Training Aug 26, 2019 Domain Adaptation image-classification
Code Code Available 1Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks Mar 7, 2018 Brain Segmentation image-classification
Code Code Available 1Learning Hierarchical Image Segmentation For Recognition and By Recognition Oct 1, 2022 Computational Efficiency image-classification
Code Code Available 1CondenseNet V2: Sparse Feature Reactivation for Deep Networks Apr 9, 2021 Computational Efficiency image-classification
Code Code Available 1Conformer: Local Features Coupling Global Representations for Visual Recognition May 9, 2021 Image Classification Instance Segmentation
Code Code Available 1Compressing Features for Learning with Noisy Labels Jun 27, 2022 Feature Compression Feature Importance
Code Code Available 1AdaViT: Adaptive Tokens for Efficient Vision Transformer Dec 14, 2021 Efficient ViTs image-classification
Code Code Available 1Compressive Visual Representations Sep 27, 2021 Contrastive Learning Image Classification
Code Code Available 1Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network Jan 17, 2020 Fine-Grained Image Classification Fine-Grained Visual Recognition
Code Code Available 1The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties Jul 27, 2020 Classification General Classification
Code Code Available 1Stateful ODE-Nets using Basis Function Expansions Jun 21, 2021 image-classification Image Classification
Code Code Available 1Concept Learners for Few-Shot Learning Jul 14, 2020 Few-Shot Learning Fine-Grained Image Classification
Code Code Available 1Consistency-based Active Learning for Object Detection Mar 18, 2021 Active Learning Classification
Code Code Available 1Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 1A Data Set and a Convolutional Model for Iconography Classification in Paintings Oct 6, 2020 General Classification Image Classification
Code Code Available 1Communication-Efficient and Privacy-Preserving Feature-based Federated Transfer Learning Sep 12, 2022 Federated Learning image-classification
Code Code Available 1Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image Classification Jan 20, 2025 Federated Learning image-classification
Code Code Available 1AdaScale SGD: A User-Friendly Algorithm for Distributed Training Jul 9, 2020 image-classification Image Classification
Code Code Available 1Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration Sep 29, 2021 image-classification Image Classification
Code Code Available 1Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification Sep 14, 2022 Binary Classification Classification
Code Code Available 1Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation May 19, 2021 Image Classification Knowledge Distillation
Code Code Available 1Combating Label Noise in Deep Learning Using Abstention May 27, 2019 Deep Learning General Classification
Code Code Available 1Collaborative Transformers for Grounded Situation Recognition Mar 30, 2022 Grounded Situation Recognition Image Classification
Code Code Available 1Combating noisy labels by agreement: A joint training method with co-regularization Mar 5, 2020 Diversity Image Classification
Code Code Available 1CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning Nov 21, 2024 Continual Learning Image Classification
Code Code Available 1CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs Jun 12, 2020 image-classification Image Classification
Code Code Available 1Combining GANs and AutoEncoders for Efficient Anomaly Detection Nov 16, 2020 Adversarial Attack Anomaly Detection
Code Code Available 1Complementary-Label Learning for Arbitrary Losses and Models Oct 10, 2018 General Classification Image Classification
Code Code Available 1Co2L: Contrastive Continual Learning Jan 1, 2021 Continual Learning Contrastive Learning
Code Code Available 1Co^2L: Contrastive Continual Learning Jun 28, 2021 Continual Learning Contrastive Learning
Code Code Available 1CoAtNet: Marrying Convolution and Attention for All Data Sizes Jun 9, 2021 All Image Classification
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 1Adaptive Split-Fusion Transformer Apr 26, 2022 Image Classification
Code Code Available 1CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Mar 29, 2022 Image Classification
Code Code Available 1CoCa: Contrastive Captioners are Image-Text Foundation Models May 4, 2022 Action Classification Decoder
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 1ClusterFormer: Clustering As A Universal Visual Learner Sep 22, 2023 Clustering image-classification
Code Code Available 1Learning Loss for Active Learning May 9, 2019 Active Learning image-classification
Code Code Available 1CLR: Channel-wise Lightweight Reprogramming for Continual Learning Jul 21, 2023 Continual Learning 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 1Co-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction Sep 11, 2021 Classification Deep Learning
Code Code Available 1Compositional Explanations of Neurons Jun 24, 2020 image-classification Image Classification
Code Code Available 1Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Apr 8, 2023 class-incremental learning Class Incremental Learning
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 1CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation Mar 20, 2022 image-classification Image Classification
Code Code Available 1Adaptive Risk Minimization: Learning to Adapt to Domain Shift Jul 6, 2020 BIG-bench Machine Learning Domain Generalization
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
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