Co2L: Contrastive Continual Learning Jan 1, 2021 Continual Learning Contrastive Learning
Code Code Available 15 Sparse Spiking Gradient Descent May 18, 2021 Audio Classification 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 Causal Inference via Style Transfer for Out-of-distribution Generalisation Dec 6, 2022 Causal Inference 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 CoAtNet: Marrying Convolution and Attention for All Data Sizes Jun 9, 2021 All Image Classification
Code Code Available 15 Tent: Fully Test-time Adaptation by Entropy Minimization Jun 18, 2020 Domain Adaptation General Classification
Code Code Available 15 CoCa: Contrastive Captioners are Image-Text Foundation Models May 4, 2022 Action Classification Decoder
Code Code Available 15 Co-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction Sep 11, 2021 Classification Deep Learning
Code Code Available 15 HyperKAN: Kolmogorov-Arnold Networks make Hyperspectral Image Classificators Smarter Jul 7, 2024 Classification Hyperspectral Image Classification
Code Code Available 15 CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning Nov 21, 2024 Continual Learning Image Classification
Code Code Available 15 CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs Jun 12, 2020 image-classification Image Classification
Code Code Available 15 Function-Consistent Feature Distillation Apr 24, 2023 image-classification Image Classification
Code Code Available 15 ImageNet Large Scale Visual Recognition Challenge Sep 1, 2014 General Classification image-classification
Code Code Available 15 AQD: Towards Accurate Fully-Quantized Object Detection Jul 14, 2020 Image Classification Object
Code Code Available 15 Fusion of Dual Spatial Information for Hyperspectral Image Classification Oct 23, 2020 Classification General Classification
Code Code Available 15 SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification Apr 1, 2021 Classification General Classification
Code Code Available 15 Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification Jun 26, 2021 Classification Hyperspectral Image Classification
Code Code Available 15 A Rainbow in Deep Network Black Boxes May 29, 2023 image-classification Image Classification
Code Code Available 15 GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging Feb 26, 2021 Brain Segmentation Data Augmentation
Code Code Available 15 Collaborative Transformers for Grounded Situation Recognition Mar 30, 2022 Grounded Situation Recognition 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 Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection Mar 26, 2020 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 Spiking Inception Module for Multi-layer Unsupervised Spiking Neural Networks Jan 29, 2020 Image Classification
Code Code Available 15 SpinalNet: Deep Neural Network with Gradual Input Jul 7, 2020 Fine-Grained Image Classification Image Classification
Code Code Available 15 A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Dec 7, 2021 image-classification Image Classification
Code Code Available 15 Gaussian RAM: Lightweight Image Classification via Stochastic Retina-Inspired Glimpse and Reinforcement Learning Nov 12, 2020 Classification General Classification
Code Code Available 15 SP-ViT: Learning 2D Spatial Priors for Vision Transformers Jun 15, 2022 image-classification Image Classification
Code Code Available 15 Squeeze-and-Excitation Networks Sep 5, 2017 Image Classification Object Detection
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 Concept Learners for Few-Shot Learning Jul 14, 2020 Few-Shot Learning Fine-Grained Image Classification
Code Code Available 15 GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification May 29, 2023 Classification Diagnostic
Code Code Available 15 Stable Anderson Acceleration for Deep Learning Oct 26, 2021 Deep Learning image-classification
Code Code Available 15 Combating Label Noise in Deep Learning Using Abstention May 27, 2019 Deep Learning General 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 A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification May 29, 2021 Classification Hyperspectral Image Classification
Code Code Available 15 Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction Feb 29, 2024 image-classification Image Classification
Code Code Available 15 Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels May 20, 2018 Image Classification Learning with noisy labels
Code Code Available 15 Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels May 10, 2021 Image Classification Learning with noisy labels
Code Code Available 15 General Multi-label Image Classification with Transformers Nov 27, 2020 Classification General Classification
Code Code Available 15 Hire-MLP: Vision MLP via Hierarchical Rearrangement Aug 30, 2021 image-classification Image Classification
Code Code Available 15 GIST: Generating Image-Specific Text for Fine-grained Object Classification Jul 21, 2023 Classification Fine-Grained Image Classification
Code Code Available 15 Test-time Adaptation with Slot-Centric Models Mar 21, 2022 image-classification Image Classification
Code Code Available 15 Stream-51: Streaming Classification and Novelty Detection from Videos Jun 14, 2020 Classification General Classification
Code Code Available 15 One Explanation is Not Enough: Structured Attention Graphs for Image Classification Nov 13, 2020 Classification counterfactual
Code Code Available 15 Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification Feb 1, 2021 Classification General Classification
Code Code Available 15 Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review Apr 10, 2022 Data Augmentation Generative Adversarial Network
Code Code Available 15 Combining GANs and AutoEncoders for Efficient Anomaly Detection Nov 16, 2020 Adversarial Attack Anomaly Detection
Code Code Available 15 Hierarchical Image Classification using Entailment Cone Embeddings Apr 2, 2020 Classification General Classification
Code Code Available 15