Co-Tuning for Transfer Learning Dec 1, 2020 Image Classification Transfer Learning
Code Code Available 15 Contrastive Masked Autoencoders are Stronger Vision Learners Jul 27, 2022 Contrastive Learning Decoder
Code Code Available 15 Iranis: A Large-scale Dataset of Farsi License Plate Characters Jan 1, 2021 image-classification Image Classification
Code Code Available 15 Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles Jun 20, 2019 Aerial Scene Classification General Classification
Code Code Available 15 Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels Mar 25, 2021 Image Classification Learning with noisy labels
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 Invariant Information Clustering for Unsupervised Image Classification and Segmentation Jul 17, 2018 Clustering General Classification
Code Code Available 15 Controllable Orthogonalization in Training DNNs Apr 2, 2020 image-classification Image Classification
Code Code Available 15 Introspective Deep Metric Learning for Image Retrieval May 9, 2022 Image Classification Image Retrieval
Code Code Available 15 Invariant Risk Minimization Jul 5, 2019 Domain Generalization Image Classification
Code Code Available 15 A Bregman Learning Framework for Sparse Neural Networks May 10, 2021 Denoising Image Classification
Code Code Available 15 Mask Guided Attention For Fine-Grained Patchy Image Classification Feb 4, 2021 Classification General Classification
Code Code Available 15 Match Them Up: Visually Explainable Few-shot Image Classification Nov 25, 2020 Classification Few-Shot Image Classification
Code Code Available 15 CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records Jan 25, 2020 Disease Prediction General 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 DeepMIM: Deep Supervision for Masked Image Modeling Mar 15, 2023 image-classification Image Classification
Code Code Available 15 Interpreting and Correcting Medical Image Classification with PIP-Net Jul 19, 2023 Classification Decision Making
Code Code Available 15 Invariant Risk Minimization Games Feb 11, 2020 BIG-bench Machine Learning Image Classification
Code Code Available 15 Interpretable Image Classification with Adaptive Prototype-based Vision Transformers Oct 28, 2024 image-classification Image Classification
Code Code Available 15 Interpretable Image Classification with Differentiable Prototypes Assignment Dec 6, 2021 Classification image-classification
Code Code Available 15 A Survey on Transferability of Adversarial Examples across Deep Neural Networks Oct 26, 2023 image-classification Image Classification
Code Code Available 15 MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks Sep 17, 2020 Image Classification Knowledge Distillation
Code Code Available 15 Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability Aug 14, 2020 Brain Tumor Segmentation Decision Making
Code Code Available 15 Deep Multimodal Guidance for Medical Image Classification Mar 10, 2022 Brain Tumor Classification Classification
Code Code Available 15 Interpretable Medical Image Classification using Prototype Learning and Privileged Information Oct 24, 2023 image-classification Image Classification
Code Code Available 15 CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models Apr 23, 2024 image-classification Image Classification
Code Code Available 15 AGI-Elo: How Far Are We From Mastering A Task? May 19, 2025 Code Generation Image Classification
Code Code Available 15 Deep Network Ensemble Learning applied to Image Classification using CNN Trees Jul 23, 2020 Ensemble Learning General Classification
Code Code Available 15 Convolution-enhanced Evolving Attention Networks Dec 16, 2022 image-classification Image Classification
Code Code Available 15 Interpretable Image Classification via Non-parametric Part Prototype Learning Mar 13, 2025 image-classification Image Classification
Code Code Available 15 OccamNet: A Fast Neural Model for Symbolic Regression at Scale Jul 16, 2020 CPU GPU
Code Code Available 15 Meta-Adapter: An Online Few-shot Learner for Vision-Language Model Nov 7, 2023 Few-Shot Learning image-classification
Code Code Available 15 Deep Polynomial Neural Networks Jun 20, 2020 Conditional Image Generation Face Identification
Code Code Available 15 Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification Feb 16, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available 15 Investigating and Explaining the Frequency Bias in Image Classification May 6, 2022 Classification image-classification
Code Code Available 15 Deep Prototypical Networks with Hybrid Residual Attention for Hyperspectral Image Classification Jun 25, 2020 Classification General Classification
Code Code Available 15 JigsawHSI: a network for Hyperspectral Image classification Jun 6, 2022 Classification Hyperspectral Image Classification
Code Code Available 15 Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution Sep 7, 2021 image-classification Image Classification
Code Code Available 15 Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification May 20, 2025 image-classification Image Classification
Code Code Available 15 Local Window Attention Transformer for Polarimetric SAR Image Classification Jan 23, 2023 Classification Earth Observation
Code Code Available 15 AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks Apr 15, 2021 Image Classification
Code Code Available 15 DeepVoxNet2: Yet another CNN framework Nov 17, 2022 image-classification Image Classification
Code Code Available 15 Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network Jul 25, 2024 Graph Neural Network image-classification
Code Code Available 15 M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization Jul 17, 2023 image-classification Image Classification
Code Code Available 15 Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Mar 9, 2017 Category-Agnostic Pose Estimation Few-Shot Image Classification
Code Code Available 15 Deep Roto-Translation Scattering for Object Classification Dec 30, 2014 Classification Dictionary Learning
Code Code Available 15 Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction Mar 27, 2020 Activity Recognition In Videos Event data classification
Code Code Available 15 Convolutional Xformers for Vision Jan 25, 2022 GPU image-classification
Code Code Available 15 On Minimum Discrepancy Estimation for Deep Domain Adaptation Jan 2, 2019 Domain Adaptation General Classification
Code Code Available 15 SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation Oct 19, 2023 image-classification Image Classification
Code Code Available 15