FocusNet: Classifying Better by Focusing on Confusing Classes Oct 14, 2021 Classification image-classification
Code Code Available 1Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding Mar 29, 2021 image-classification Image Classification
Code Code Available 1A Dual-Direction Attention Mixed Feature Network for Facial Expression Recognition Aug 25, 2023 Facial Expression Recognition Facial Expression Recognition (FER)
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 13D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation Sep 4, 2019 image-classification Image 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 1CLR: Channel-wise Lightweight Reprogramming for Continual Learning Jul 21, 2023 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 1Clean-Label Backdoor Attacks on Video Recognition Models Mar 6, 2020 Backdoor Attack backdoor defense
Code Code Available 1CLIP4IDC: CLIP for Image Difference Captioning Jun 1, 2022 Domain Adaptation Image Classification
Code Code Available 1CLCC: Contrastive Learning for Color Constancy Jun 9, 2021 Color Constancy Contrastive Learning
Code Code Available 1TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Mar 28, 2021 Decoder image-classification
Code Code Available 1CLCNet: Rethinking of Ensemble Modeling with Classification Confidence Network May 19, 2022 Classification Ensemble Learning
Code Code Available 1CLIP the Gap: A Single Domain Generalization Approach for Object Detection Jan 13, 2023 Domain Generalization image-classification
Code Code Available 14-bit Shampoo for Memory-Efficient Network Training May 28, 2024 image-classification Image Classification
Code Code Available 1ClusterFormer: Clustering As A Universal Visual Learner Sep 22, 2023 Clustering image-classification
Code Code Available 1An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow Mar 30, 2020 Data Augmentation Deep 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 1ViViT: A Video Vision Transformer Mar 29, 2021 Action Classification Action Recognition
Code Code Available 1Co2L: Contrastive Continual Learning Jan 1, 2021 Continual Learning Contrastive Learning
Code Code Available 1Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation Feb 9, 2022 Image Classification regression
Code Code Available 1Advancing Vision Transformers with Group-Mix Attention Nov 26, 2023 image-classification Image Classification
Code Code Available 1Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing Jan 26, 2021 BIG-bench Machine Learning image-classification
Code Code Available 1A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model Dec 29, 2021 image-classification Image Classification
Code Code Available 1Collaborative Transformers for Grounded Situation Recognition Mar 30, 2022 Grounded Situation Recognition Image Classification
Code Code Available 1AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive Learning Aug 14, 2023 Contrastive Learning Generative Adversarial Network
Code Code Available 1Combining GANs and AutoEncoders for Efficient Anomaly Detection Nov 16, 2020 Adversarial Attack Anomaly Detection
Code Code Available 1Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration Sep 29, 2021 image-classification Image Classification
Code Code Available 1A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm Feb 26, 2020 Data Augmentation 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 1Class-Difficulty Based Methods for Long-Tailed Visual Recognition Jul 29, 2022 Action Classification image-classification
Code Code Available 1Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding May 26, 2021 Decoder Image Classification
Code Code Available 1A Comprehensive Empirical Evaluation on Online Continual Learning Aug 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available 1Stateful ODE-Nets using Basis Function Expansions Jun 21, 2021 image-classification Image Classification
Code Code Available 1AGI-Elo: How Far Are We From Mastering A Task? May 19, 2025 Code Generation Image Classification
Code Code Available 1Concept Learners for Few-Shot Learning Jul 14, 2020 Few-Shot Learning Fine-Grained 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 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 1Consistency-based Active Learning for Object Detection Mar 18, 2021 Active Learning 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 1Adversarial Attacks on ML Defense Models Competition Oct 15, 2021 Adversarial Attack Adversarial Robustness
Code Code Available 1Benchmarking Pathology Feature Extractors for Whole Slide Image Classification Nov 20, 2023 Benchmarking image-classification
Code Code Available 1Contextual Diversity for Active Learning Aug 13, 2020 Active Learning Diversity
Code Code Available 1A General Regret Bound of Preconditioned Gradient Method for DNN Training Jan 1, 2023 image-classification Image Classification
Code Code Available 1Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available 1Class-Balanced Loss Based on Effective Number of Samples Jan 16, 2019 Image Classification Long-tail Learning
Code Code Available 1Adversarial AutoMixup Dec 19, 2023 Classification image-classification
Code Code Available 1Contrastive Deep Supervision Jul 12, 2022 Contrastive Learning Fine-Grained Image Classification
Code Code Available 1Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
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