DAF:re: A Challenging, Crowd-Sourced, Large-Scale, Long-Tailed Dataset For Anime Character Recognition Jan 21, 2021 Face Recognition Image Classification
Code Code Available 15 Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge Oct 16, 2024 Classification image-classification
Code Code Available 15 CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images May 9, 2023 Diagnostic Image Classification
Code Code Available 15 Benchmarking Adversarial Robustness on Image Classification Jun 1, 2020 Adversarial Attack Adversarial Robustness
Code Code Available 15 Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics Jun 8, 2021 Age And Gender Classification Benchmarking
Code Code Available 15 Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face Recognition Jan 19, 2021 Face Recognition Face Verification
Code Code Available 15 Learning Loss for Active Learning May 9, 2019 Active Learning image-classification
Code Code Available 15 DARTS: Differentiable Architecture Search Jun 24, 2018 General Classification image-classification
Code Code Available 15 data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Feb 7, 2022 image-classification Image Classification
Code Code Available 15 Deblurring Masked Autoencoder is Better Recipe for Ultrasound Image Recognition Jun 14, 2023 Deblurring image-classification
Code Code Available 15 Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Dec 1, 2020 Data Augmentation Domain Adaptation
Code Code Available 15 Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) May 3, 2022 Image Classification
Code Code Available 15 It's All in the Head: Representation Knowledge Distillation through Classifier Sharing Jan 18, 2022 All Classification
Code Code Available 15 JigsawHSI: a network for Hyperspectral Image classification Jun 6, 2022 Classification Hyperspectral Image Classification
Code Code Available 15 Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification Jul 6, 2023 Benchmarking Domain Adaptation
Code Code Available 15 ExCon: Explanation-driven Supervised Contrastive Learning for Image Classification Nov 28, 2021 Adversarial Robustness Classification
Code Code Available 15 Data-Efficient Deep Learning Method for Image Classification Using Data Augmentation, Focal Cosine Loss, and Ensemble Jul 15, 2020 Data Augmentation image-classification
Code Code Available 15 Just Train Twice: Improving Group Robustness without Training Group Information Jul 19, 2021 image-classification Image Classification
Code Code Available 15 Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation Jan 21, 2019 Diabetic Retinopathy Detection Domain Adaptation
Code Code Available 15 No Routing Needed Between Capsules Jan 24, 2020 Image Classification
Code Code Available 15 Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification Jun 27, 2022 Classification image-classification
Code Code Available 15 DataMUX: Data Multiplexing for Neural Networks Feb 18, 2022 image-classification Image Classification
Code Code Available 15 EXACT: How to Train Your Accuracy May 19, 2022 General Classification image-classification
Code Code Available 15 Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning Oct 3, 2022 Clustering Depth Estimation
Code Code Available 15 Explaining in Style: Training a GAN to explain a classifier in StyleSpace Apr 27, 2021 image-classification Image Classification
Code Code Available 15 Knowledge Diffusion for Distillation May 25, 2023 Denoising image-classification
Code Code Available 15 A Survey of Classical And Quantum Sequence Models Dec 15, 2023 Classification image-classification
Code Code Available 15 DC3DCD: unsupervised learning for multiclass 3D point cloud change detection May 9, 2023 Change Detection image-classification
Code Code Available 15 Evolving Attention with Residual Convolutions Feb 20, 2021 image-classification Image Classification
Code Code Available 15 Circumventing Outliers of AutoAugment with Knowledge Distillation Mar 25, 2020 Data Augmentation General Classification
Code Code Available 15 Active Learning for Convolutional Neural Networks: A Core-Set Approach Aug 1, 2017 Active Learning image-classification
Code Code Available 15 DEAL: Deep Evidential Active Learning for Image Classification Jul 22, 2020 Active Learning Classification
Code Code Available 15 Evolutionary Neural AutoML for Deep Learning Feb 18, 2019 AutoML Deep Learning
Code Code Available 15 BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection Dec 1, 2022 3D Object Detection Autonomous Driving
Code Code Available 15 DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations Nov 29, 2023 counterfactual image-classification
Code Code Available 15 DCT-CryptoNets: Scaling Private Inference in the Frequency Domain Aug 27, 2024 image-classification Image Classification
Code Code Available 15 Evolving Normalization-Activation Layers Apr 6, 2020 image-classification Image Classification
Code Code Available 15 Beyond Categorical Label Representations for Image Classification Apr 6, 2021 Classification General Classification
Code Code Available 15 A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples Dec 3, 2021 Active Learning Deep Learning
Code Code Available 15 Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise Dec 10, 2020 Image Classification
Code Code Available 15 DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Dec 17, 2020 Domain Generalization Image Classification
Code Code Available 15 LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks Feb 19, 2024 Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
Code Code Available 15 Large-scale Dataset Pruning with Dynamic Uncertainty Jun 8, 2023 image-classification Image Classification
Code Code Available 15 Fcaformer: Forward Cross Attention in Hybrid Vision Transformer Nov 14, 2022 Image Classification Knowledge Distillation
Code Code Available 15 Beyond Gradient Averaging in Parallel Optimization: Improved Robustness through Gradient Agreement Filtering Dec 24, 2024 image-classification Image Classification
Code Code Available 15 Decision Stream: Cultivating Deep Decision Trees Apr 25, 2017 Classification feature selection
Code Code Available 15 Calibration of Neural Networks using Splines Jun 23, 2020 Decision Making image-classification
Code Code Available 15 AutoAssist: A Framework to Accelerate Training of Deep Neural Networks May 8, 2019 GPU image-classification
Code Code Available 15 Analyzing Vision Transformers for Image Classification in Class Embedding Space Oct 29, 2023 image-classification Image Classification
Code Code Available 15 Cached Transformers: Improving Transformers with Differentiable Memory Cache Dec 20, 2023 image-classification Image Classification
Code Code Available 15