A Conservative Approach for Unbiased Learning on Unknown Biases Jan 1, 2022 image-classification Image Classification
Code Code Available 15 Convolution-enhanced Evolving Attention Networks Dec 16, 2022 image-classification Image Classification
Code Code Available 15 Heavy Ball Neural Ordinary Differential Equations Oct 10, 2021 image-classification 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 AASAE: Augmentation-Augmented Stochastic Autoencoders Jul 26, 2021 Contrastive Learning Data Augmentation
Code Code Available 15 Convolutional Sequence to Sequence Learning May 8, 2017 Bangla Spelling Error Correction CPU
Code Code Available 15 Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations Jun 14, 2023 image-classification Image Classification
Code Code Available 15 Convolutional Xformers for Vision Jan 25, 2022 GPU image-classification
Code Code Available 15 A Rainbow in Deep Network Black Boxes May 29, 2023 image-classification Image Classification
Code Code Available 15 Adversarial Robustness on In- and Out-Distribution Improves Explainability Mar 20, 2020 Adversarial Robustness image-classification
Code Code Available 15 CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention Jul 31, 2021 image-classification Image Classification
Code Code Available 15 CycleMLP: A MLP-like Architecture for Dense Prediction Jul 21, 2021 Image Classification Instance Segmentation
Code Code Available 15 Balanced-MixUp for Highly Imbalanced Medical Image Classification Sep 20, 2021 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 DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations Jan 1, 2024 counterfactual image-classification
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 Arch-Net: Model Distillation for Architecture Agnostic Model Deployment Nov 1, 2021 image-classification Image Classification
Code Code Available 15 Counterfactual Visual Explanations Apr 16, 2019 counterfactual General Classification
Code Code Available 15 CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks Feb 4, 2023 Adversarial Attack Adversarial Robustness
Code Code Available 15 Shallow-Deep Networks: Understanding and Mitigating Network Overthinking Oct 16, 2018 image-classification Image Classification
Code Code Available 15 Co-Tuning for Transfer Learning Dec 1, 2020 Image Classification Transfer Learning
Code Code Available 15 Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels Apr 18, 2018 Image Classification Learning with noisy labels
Code Code Available 15 Counterfactual Generative Networks Jan 15, 2021 Classification counterfactual
Code Code Available 15 HRN: A Holistic Approach to One Class Learning Dec 1, 2020 Anomaly Detection image-classification
Code Code Available 15 Are Natural Domain Foundation Models Useful for Medical Image Classification? Oct 30, 2023 image-classification Image Classification
Code Code Available 15 Hyperbolic Contrastive Learning for Visual Representations beyond Objects Dec 1, 2022 Contrastive Learning image-classification
Code Code Available 15 Hyperbolic Image Embeddings Apr 3, 2019 Few-Shot Learning General Classification
Code Code Available 15 Hyperbolic Image-Text Representations Apr 18, 2023 image-classification Image Classification
Code Code Available 15 COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning Jun 16, 2020 Decision Making Image Classification
Code Code Available 15 CoV-TI-Net: Transferred Initialization with Modified End Layer for COVID-19 Diagnosis Sep 20, 2022 COVID-19 Diagnosis image-classification
Code Code Available 15 Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects Jan 15, 2021 General Classification Hyperspectral Image Classification
Code Code Available 15 Are These Birds Similar: Learning Branched Networks for Fine-grained Representations Jan 16, 2020 Classification Document Text Classification
Code Code Available 15 CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution Jul 4, 2022 Compiler Optimization image-classification
Code Code Available 15 All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation Sep 29, 2024 All Data Compression
Code Code Available 15 CrAM: A Compression-Aware Minimizer Jul 28, 2022 GPU Image Classification
Code Code Available 15 iDAT: inverse Distillation Adapter-Tuning Mar 23, 2024 image-classification Image Classification
Code Code Available 15 Image Classification by Reinforcement Learning with Two-State Q-Learning Jun 28, 2020 Classification General Classification
Code Code Available 15 ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing Feb 23, 2022 Classification Data Augmentation
Code Code Available 15 Cross-Domain Ensemble Distillation for Domain Generalization Nov 25, 2022 Domain Generalization image-classification
Code Code Available 15 Can We Talk Models Into Seeing the World Differently? Mar 14, 2024 Image Captioning Image Classification
Code Code Available 15 Backdoor Attacks on Crowd Counting Jul 12, 2022 Backdoor Attack Crowd Counting
Code Code Available 15 BAGAN: Data Augmentation with Balancing GAN Mar 26, 2018 Data Augmentation image-classification
Code Code Available 15 Cross-modal Adversarial Reprogramming Feb 15, 2021 Classification General Classification
Code Code Available 15 Cross-Layer Retrospective Retrieving via Layer Attention Feb 8, 2023 image-classification Image Classification
Code Code Available 15 Dilated convolution with learnable spacings Dec 7, 2021 Image Classification Object Detection
Code Code Available 15 Cross-modulated Few-shot Image Generation for Colorectal Tissue Classification Apr 4, 2023 Data Augmentation image-classification
Code Code Available 15 A Fast 3D CNN for Hyperspectral Image Classification Apr 29, 2020 Classification General Classification
Code Code Available 15 ImageNet Large Scale Visual Recognition Challenge Sep 1, 2014 General Classification image-classification
Code Code Available 15 Dirichlet-based Uncertainty Calibration for Active Domain Adaptation Feb 27, 2023 Active Learning Domain Adaptation
Code Code Available 15 Disentangled Feature Representation for Few-shot Image Classification Sep 26, 2021 Benchmarking Classification
Code Code Available 15