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Code Code Available 1The Large Labelled Logo Dataset (L3D): A Multipurpose and Hand-Labelled Continuously Growing Dataset Dec 10, 2021 Classification Image Classification
Code Code Available 1The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification Dec 1, 2021 Image Classification Long-tail Learning
Code Code Available 1The Need for Speed: Pruning Transformers with One Recipe Mar 26, 2024 image-classification Image Classification
Code Code Available 1The Reversible Residual Network: Backpropagation Without Storing Activations Jul 14, 2017 General Classification image-classification
Code Code Available 1The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification May 29, 2023 Few-Shot Learning image-classification
Code Code Available 1DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification Jun 17, 2022 Classification image-classification
Code Code Available 1A General Framework For Detecting Anomalous Inputs to DNN Classifiers Jul 29, 2020 Anomaly Detection image-classification
Code Code Available 1TiC: Exploring Vision Transformer in Convolution Oct 6, 2023 image-classification Image Classification
Code Code Available 1Time Series as Images: Vision Transformer for Irregularly Sampled Time Series Mar 1, 2023 image-classification Image Classification
Code Code Available 1Complementary-Label Learning for Arbitrary Losses and Models Oct 10, 2018 General Classification Image Classification
Code Code Available 1Token Cropr: Faster ViTs for Quite a Few Tasks Dec 1, 2024 image-classification Image Classification
Code Code Available 1All Tokens Matter: Token Labeling for Training Better Vision Transformers Apr 22, 2021 All Efficient ViTs
Code Code Available 1TokenLearner: What Can 8 Learned Tokens Do for Images and Videos? Jun 21, 2021 Action Classification Image Classification
Code Code Available 1DetCo: Unsupervised Contrastive Learning for Object Detection Feb 9, 2021 Contrastive Learning image-classification
Code Code Available 1Detecting AutoAttack Perturbations in the Frequency Domain Nov 16, 2021 image-classification Image Classification
Code Code Available 1Total Variation Optimization Layers for Computer Vision Apr 7, 2022 Denoising Edge Detection
Code Code Available 1Toward Clinically Assisted Colorectal Polyp Recognition via Structured Cross-modal Representation Consistency Jun 23, 2022 Classification image-classification
Code Code Available 1Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder Aug 2, 2024 counterfactual image-classification
Code Code Available 1Towards Accurate Post-training Network Quantization via Bit-Split and Stitching Jan 1, 2020 CPU GPU
Code Code Available 1Compositional Explanations of Neurons Jun 24, 2020 image-classification Image Classification
Code Code Available 1Towards a Unified View on Visual Parameter-Efficient Transfer Learning Oct 3, 2022 Action Recognition Image Classification
Code Code Available 1ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification Nov 25, 2021 image-classification Image Classification
Code Code Available 1Towards Effective Visual Representations for Partial-Label Learning May 10, 2023 Contrastive Learning image-classification
Code Code Available 1Towards Evaluating Explanations of Vision Transformers for Medical Imaging Apr 12, 2023 Decision Making image-classification
Code Code Available 1Towards Feature Space Adversarial Attack Apr 26, 2020 Adversarial Attack Adversarial Attack Detection
Code Code Available 1Towards General and Efficient Active Learning Dec 15, 2021 Active Learning Depth Estimation
Code Code Available 1Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network Jan 17, 2020 Fine-Grained Image Classification Fine-Grained Visual Recognition
Code Code Available 1Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a Multi-Agentic RAG Dec 20, 2024 Classification image-classification
Code Code Available 1Towards Interpretable Semantic Segmentation via Gradient-weighted Class Activation Mapping Feb 26, 2020 image-classification Image Classification
Code Code Available 1Towards Robust and Reproducible Active Learning Using Neural Networks Feb 21, 2020 Active Learning Classification
Code Code Available 1Towards Robust Classification Model by Counterfactual and Invariant Data Generation Jun 2, 2021 Classification counterfactual
Code Code Available 1Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks Mar 7, 2018 Brain Segmentation image-classification
Code Code Available 1SSIVD-Net: A Novel Salient Super Image Classification & Detection Technique for Weaponized Violence Jul 26, 2022 Action Recognition image-classification
Code Code Available 1Designing Network Design Spaces Mar 30, 2020 Image Classification Out-of-Distribution Generalization
Code Code Available 1Densely Connected Convolutional Networks Aug 25, 2016 Breast Tumour Classification Classification
Code Code Available 1Stateful ODE-Nets using Basis Function Expansions Jun 21, 2021 image-classification Image Classification
Code Code Available 1Compressing Features for Learning with Noisy Labels Jun 27, 2022 Feature Compression Feature Importance
Code Code Available 1A Second-Order Approach to Learning with Instance-Dependent Label Noise Dec 22, 2020 Image Classification Image Classification with Label Noise
Code Code Available 1Trainable 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 1Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion Jul 14, 2021 image-classification Image Classification
Code Code Available 1Training data-efficient image transformers & distillation through attention Dec 23, 2020 Document Image Classification Document Layout Analysis
Code Code Available 1Training objective drives the consistency of representational similarity across datasets Nov 8, 2024 image-classification Image Classification
Code Code Available 1Compressive Visual Representations Sep 27, 2021 Contrastive Learning Image Classification
Code Code Available 1Dense Contrastive Learning for Self-Supervised Visual Pre-Training Nov 18, 2020 Contrastive Learning image-classification
Code Code Available 1Training Transformers with 4-bit Integers Jun 21, 2023 image-classification Image Classification
Code Code Available 1Dendritic Learning-incorporated Vision Transformer for Image Recognition Feb 1, 2024 Image Classification
Code Code Available 1DenoiseRep: Denoising Model for Representation Learning Jun 13, 2024 Denoising Fine-Grained Image Classification
Code Code Available 1Depth Uncertainty in Neural Networks Jun 15, 2020 image-classification Image Classification
Code Code Available 1Delving into Out-of-Distribution Detection with Medical Vision-Language Models Mar 2, 2025 Benchmarking image-classification
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