Contextual Diversity for Active Learning Aug 13, 2020 Active Learning Diversity
Code Code Available 15 Improved Baselines with Momentum Contrastive Learning Mar 9, 2020 Contrastive Learning Data Augmentation
Code Code Available 15 Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems Nov 20, 2020 Edge-computing image-classification
Code Code Available 15 Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization Jun 29, 2020 Deep Learning Image Classification
Code Code Available 15 Heavy Ball Neural Ordinary Differential Equations Oct 10, 2021 image-classification Image Classification
Code Code Available 15 Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis Apr 18, 2025 Contrastive Learning Diagnostic
Code Code Available 15 A Robust Feature Downsampling Module for Remote Sensing Visual Tasks Jun 1, 2023 image-classification Image Classification
Code Code Available 15 Hidden Trigger Backdoor Attacks Sep 30, 2019 Backdoor Attack image-classification
Code Code Available 15 Heuristic Hyperparameter Optimization for Convolutional Neural Networks using Genetic Algorithm Dec 14, 2021 Hyperparameter Optimization image-classification
Code Code Available 15 Improved Regularization and Robustness for Fine-tuning in Neural Networks Nov 8, 2021 image-classification Image Classification
Code Code Available 15 Complementary-Label Learning for Arbitrary Losses and Models Oct 10, 2018 General Classification Image Classification
Code Code Available 15 Towards Effective Visual Representations for Partial-Label Learning May 10, 2023 Contrastive Learning image-classification
Code Code Available 15 Hierarchical Image Classification using Entailment Cone Embeddings Apr 2, 2020 Classification General Classification
Code Code Available 15 Towards Evaluating Explanations of Vision Transformers for Medical Imaging Apr 12, 2023 Decision Making image-classification
Code Code Available 15 A Fast Knowledge Distillation Framework for Visual Recognition Dec 2, 2021 image-classification Image Classification
Code Code Available 15 Hire-MLP: Vision MLP via Hierarchical Rearrangement Aug 30, 2021 image-classification Image Classification
Code Code Available 15 High-Performance Large-Scale Image Recognition Without Normalization Feb 11, 2021 image-classification Image Classification
Code Code Available 15 HVT: A Comprehensive Vision Framework for Learning in Non-Euclidean Space Sep 25, 2024 image-classification Image Classification
Code Code Available 15 Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder Aug 2, 2024 counterfactual image-classification
Code Code Available 15 Towards Label-free Scene Understanding by Vision Foundation Models Jun 6, 2023 image-classification Image Classification
Code Code Available 15 ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness Nov 29, 2018 Domain Generalization Image Classification
Code Code Available 15 Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization Aug 14, 2023 image-classification Image Classification
Code Code Available 15 ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification Nov 25, 2021 image-classification Image Classification
Code Code Available 15 Histopathological Image Classification with Cell Morphology Aware Deep Neural Networks Jul 11, 2024 Diagnostic Histopathological Image Classification
Code Code Available 15 Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection Mar 26, 2020 image-classification Image Classification
Code Code Available 15 HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification Nov 12, 2024 Classification Contrastive Learning
Code Code Available 15 Consistency-based Active Learning for Object Detection Mar 18, 2021 Active Learning Classification
Code Code Available 15 Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases Oct 28, 2020 BIG-bench Machine Learning Face Recognition
Code Code Available 15 How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers? Aug 17, 2023 image-classification Image Classification
Code Code Available 15 Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering Dec 8, 2020 Clustering Constrained Clustering
Code Code Available 15 How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification Jun 22, 2024 Classification Hyperspectral Image Classification
Code Code Available 15 Shallow-Deep Networks: Understanding and Mitigating Network Overthinking Oct 16, 2018 image-classification Image Classification
Code Code Available 15 ImageNet-21K Pretraining for the Masses Apr 22, 2021 Action Recognition Fine-Grained Image Classification
Code Code Available 15 Image-free Classifier Injection for Zero-Shot Classification Aug 21, 2023 Classification Decoder
Code Code Available 15 How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers Jun 18, 2021 Data Augmentation image-classification
Code Code Available 15 Trainable Noise Model as an XAI evaluation method: application on Sobol for remote sensing image segmentation Oct 3, 2023 Autonomous Driving Decision Making
Code Code Available 15 Stateful ODE-Nets using Basis Function Expansions Jun 21, 2021 image-classification Image Classification
Code Code Available 15 Compressing Features for Learning with Noisy Labels Jun 27, 2022 Feature Compression Feature Importance
Code Code Available 15 A Second-Order Approach to Learning with Instance-Dependent Label Noise Dec 22, 2020 Image Classification Image Classification with Label Noise
Code Code Available 15 HRFormer: High-Resolution Transformer for Dense Prediction Oct 18, 2021 Image Classification Multi-Person Pose Estimation
Code Code Available 15 HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers Jun 11, 2021 image-classification Image Classification
Code Code Available 15 HRN: A Holistic Approach to One Class Learning Dec 1, 2020 Anomaly Detection image-classification
Code Code Available 15 Training on Thin Air: Improve Image Classification with Generated Data May 24, 2023 Data Augmentation Few-Shot Learning
Code Code Available 15 Compressive Visual Representations Sep 27, 2021 Contrastive Learning Image Classification
Code Code Available 15 ImageNet Large Scale Visual Recognition Challenge Sep 1, 2014 General Classification image-classification
Code Code Available 15 HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network Oct 15, 2020 image-classification Image Classification
Code Code Available 15 Image sensing with multilayer, nonlinear optical neural networks Jul 27, 2022 image-classification Image Classification
Code Code Available 15 Image Classification with Small Datasets: Overview and Benchmark Dec 23, 2022 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 Image Clustering with External Guidance Oct 18, 2023 Clustering Image Classification
Code Code Available 15