Improving Visual Prompt Tuning for Self-supervised Vision Transformers Jun 8, 2023 image-classification Image Classification
Code Code Available 15 Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping Apr 1, 2024 image-classification Image Classification
Code Code Available 15 Improving Object Detection by Label Assignment Distillation Aug 24, 2021 image-classification Image Classification
Code Code Available 15 Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining Aug 8, 2023 Classification image-classification
Code Code Available 15 Improving robustness against common corruptions by covariate shift adaptation Jun 30, 2020 Domain Generalization Image Classification
Code Code Available 15 Contrastive Deep Supervision Jul 12, 2022 Contrastive Learning Fine-Grained Image Classification
Code Code Available 15 Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding Jun 15, 2023 Contrastive Learning image-classification
Code Code Available 15 Improving GAN Training via Feature Space Shrinkage Mar 2, 2023 image-classification Image Classification
Code Code Available 15 Improving Self-Organizing Maps with Unsupervised Feature Extraction Sep 4, 2020 Classification General Classification
Code Code Available 15 Improving Zero-shot Generalization and Robustness of Multi-modal Models Dec 4, 2022 image-classification Image Classification
Code Code Available 15 Instance Similarity Learning for Unsupervised Feature Representation Aug 5, 2021 image-classification Image Classification
Code Code Available 15 Improving accuracy and speeding up Document Image Classification through parallel systems Jun 16, 2020 Document Classification document-image-classification
Code Code Available 15 Vision Transformers with Patch Diversification Apr 26, 2021 Diversity Image Classification
Code Code Available 15 Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness? Apr 19, 2021 Adversarial Robustness Image Classification
Code Code Available 15 Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 15 A Simple Semi-Supervised Learning Framework for Object Detection May 10, 2020 Data Augmentation image-classification
Code Code Available 15 Improved Regularization of Convolutional Neural Networks with Cutout Aug 15, 2017 Data Augmentation Domain Generalization
Code Code Available 15 A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis Nov 7, 2023 Decoder Fine-Grained Image Classification
Code Code Available 15 Continual 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 15 Improved Residual Networks for Image and Video Recognition Apr 10, 2020 Action Recognition image-classification
Code Code Available 15 Improving Cross-domain Few-shot Classification with Multilayer Perceptron Dec 15, 2023 Classification Cross-Domain Few-Shot
Code Code Available 15 Contextual Transformer Networks for Visual Recognition Jul 26, 2021 Image Classification Instance Segmentation
Code Code Available 15 Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available 15 Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification Jun 20, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 15 Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions Jan 4, 2024 Fine-Grained Image Classification image-classification
Code Code Available 15 Improve Object Detection with Feature-based Knowledge Distillation: Towards Accurate and Efficient Detectors Jan 1, 2021 image-classification Image Classification
Code Code Available 15 Anytime Dense Prediction with Confidence Adaptivity Apr 1, 2021 image-classification Image Classification
Code Code Available 15 Continual Learning Using a Kernel-Based Method Over Foundation Models Dec 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available 15 Confidence-aware multi-modality learning for eye disease screening May 28, 2024 image-classification Image Classification
Code Code Available 15 A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network Mar 6, 2024 Image Classification
Code Code Available 15 A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification Feb 1, 2024 All Classification
Code Code Available 15 ConTNet: Why not use convolution and transformer at the same time? Apr 27, 2021 image-classification Image Classification
Code Code Available 15 Improving Generalization in Federated Learning by Seeking Flat Minima Mar 22, 2022 Domain Generalization Federated Learning
Code Code Available 15 IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude's Variance Matters Mar 28, 2019 image-classification Image Classification
Code Code Available 15 Improving neural networks by preventing co-adaptation of feature detectors Jul 3, 2012 Image Classification Object Recognition
Code Code Available 15 Confidence Regularized Self-Training Aug 26, 2019 Domain Adaptation image-classification
Code Code Available 15 Contrastive Learning Improves Model Robustness Under Label Noise Apr 19, 2021 Contrastive Learning image-classification
Code Code Available 15 Controllable Orthogonalization in Training DNNs Apr 2, 2020 image-classification Image Classification
Code Code Available 15 Improving the Resolution of CNN Feature Maps Efficiently with Multisampling May 28, 2018 General Classification image-classification
Code Code Available 15 Conformer: Local Features Coupling Global Representations for Visual Recognition May 9, 2021 Image Classification Instance Segmentation
Code Code Available 15 Improved Online Conformal Prediction via Strongly Adaptive Online Learning Feb 15, 2023 Conformal Prediction image-classification
Code Code Available 15 Contrastive Learning of Generalized Game Representations Jun 18, 2021 Contrastive Learning Image Classification
Code Code Available 15 Improved Generation of Adversarial Examples Against Safety-aligned LLMs May 28, 2024 image-classification Image Classification
Code Code Available 15 Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization Nov 18, 2022 Diversity image-classification
Code Code Available 15 A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation Apr 15, 2021 Data Augmentation image-classification
Code Code Available 15 IncepFormer: Efficient Inception Transformer with Pyramid Pooling for Semantic Segmentation Dec 6, 2022 Image Classification Semantic Segmentation
Code Code Available 15 MViTv2: Improved Multiscale Vision Transformers for Classification and Detection Dec 2, 2021 Action Classification Action Recognition
Code Code Available 15 A Simple Baseline for Low-Budget Active Learning Oct 22, 2021 Active Learning image-classification
Code Code Available 15 ConvMLP: Hierarchical Convolutional MLPs for Vision Sep 9, 2021 Image Classification Instance Segmentation
Code Code Available 15 CondenseNet V2: Sparse Feature Reactivation for Deep Networks Apr 9, 2021 Computational Efficiency image-classification
Code Code Available 15