Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm Mar 25, 2023 Diversity image-classification
Code Code Available 1Deep Roto-Translation Scattering for Object Classification Dec 30, 2014 Classification Dictionary Learning
Code Code Available 1PØDA: Prompt-driven Zero-shot Domain Adaptation Dec 6, 2022 Domain Adaptation image-classification
Code Code Available 1PODA: Prompt-driven Zero-shot Domain Adaptation Jan 1, 2023 Domain Adaptation image-classification
Code Code Available 1Convolutional Sequence to Sequence Learning May 8, 2017 Bangla Spelling Error Correction CPU
Code Code Available 1PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions Apr 26, 2022 3D Object Detection image-classification
Code Code Available 1Positional Contrastive Learning for Volumetric Medical Image Segmentation Jun 16, 2021 Contrastive Learning image-classification
Code Code Available 1Post-hoc Uncertainty Learning using a Dirichlet Meta-Model Dec 14, 2022 image-classification Image Classification
Code Code Available 1Convolution-enhanced Evolving Attention Networks Dec 16, 2022 image-classification Image Classification
Code Code Available 1CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models Apr 23, 2024 image-classification Image Classification
Code Code Available 1Circumventing Outliers of AutoAugment with Knowledge Distillation Mar 25, 2020 Data Augmentation General Classification
Code Code Available 1Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics Jun 4, 2021 image-classification Image Classification
Code Code Available 1Pretrained ViTs Yield Versatile Representations For Medical Images Mar 13, 2023 image-classification Image Classification
Code Code Available 1PRIME: A few primitives can boost robustness to common corruptions Dec 27, 2021 Computational Efficiency Data Augmentation
Code Code Available 1PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Subset Selection Feb 27, 2021 Image Classification
Code Code Available 1ProAPO: Progressively Automatic Prompt Optimization for Visual Classification Feb 27, 2025 Classification Hallucination
Code Code Available 1Class Adaptive Network Calibration Nov 28, 2022 image-classification Image Classification
Code Code Available 1Progressive Neural Compression for Adaptive Image Offloading under Timing Constraints Oct 8, 2023 image-classification Image Classification
Code Code Available 1Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study Oct 6, 2021 Classification Computational Efficiency
Code Code Available 1Class-Aware Contrastive Semi-Supervised Learning Mar 4, 2022 Image Classification Pseudo Label
Code Code Available 1Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification Jan 1, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1Class-Balanced Active Learning for Image Classification Oct 9, 2021 Active Learning Classification
Code Code Available 1Class-Balanced Distillation for Long-Tailed Visual Recognition Apr 12, 2021 Image Classification Knowledge Distillation
Code Code Available 1Class-Balanced Loss Based on Effective Number of Samples Jan 16, 2019 Image Classification Long-tail Learning
Code Code Available 1DeiT III: Revenge of the ViT Apr 14, 2022 Data Augmentation image-classification
Code Code Available 1Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation Feb 9, 2022 Image Classification regression
Code Code Available 1An Overview of Deep Learning Architectures in Few-Shot Learning Domain Aug 12, 2020 Deep Learning Few-Shot Learning
Code Code Available 1Designing Network Design Spaces Mar 30, 2020 Image Classification Out-of-Distribution Generalization
Code Code Available 1A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration Mar 25, 2022 image-classification Image Classification
Code Code Available 1PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers Sep 13, 2022 Data Free Quantization image-classification
Code Code Available 1Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification May 10, 2024 Decoder image-classification
Code Code Available 1PseudoSeg: Designing Pseudo Labels for Semantic Segmentation Oct 19, 2020 Data Augmentation image-classification
Code Code Available 1CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records Jan 25, 2020 Disease Prediction General Classification
Code Code Available 1Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting Feb 20, 2019 Image Classification Meta-Learning
Code Code Available 1PVT v2: Improved Baselines with Pyramid Vision Transformer Jun 25, 2021 Image Classification Object Detection
Code Code Available 1Pychop: Emulating Low-Precision Arithmetic in Numerical Methods and Neural Networks Apr 10, 2025 image-classification Image Classification
Code Code Available 1Pyramid Scene Parsing Network Dec 4, 2016 Dichotomous Image Segmentation Image Classification
Code Code Available 1Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Feb 24, 2021 image-classification Image Classification
Code Code Available 1Age Estimation Using Expectation of Label Distribution Learning Jul 13, 2018 Age Estimation Face Recognition
Code Code Available 1QPM: Discrete Optimization for Globally Interpretable Image Classification Feb 27, 2025 Classification image-classification
Code Code Available 1Deep Polynomial Neural Networks Jun 20, 2020 Conditional Image Generation Face Identification
Code Code Available 1Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels Apr 18, 2018 Image Classification Learning with noisy labels
Code Code Available 1DeepNoise: Signal and Noise Disentanglement based on Classifying Fluorescent Microscopy Images via Deep Learning Sep 13, 2022 Disentanglement Drug Discovery
Code Code Available 1LR-Net: A Block-based Convolutional Neural Network for Low-Resolution Image Classification Jul 19, 2022 Classification image-classification
Code Code Available 1Adversarial AutoMixup Dec 19, 2023 Classification image-classification
Code Code Available 1RankDNN: Learning to Rank for Few-shot Learning Nov 28, 2022 Few-Shot Learning image-classification
Code Code Available 1RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone Dec 14, 2024 image-classification Image Classification
Code Code Available 1Rate Coding or Direct Coding: Which One is Better for Accurate, Robust, and Energy-efficient Spiking Neural Networks? Jan 31, 2022 Adversarial Attack Adversarial Robustness
Code Code Available 1Real-Fake: Effective Training Data Synthesis Through Distribution Matching Oct 16, 2023 image-classification Image Classification
Code Code Available 1Deep Prototypical Networks with Hybrid Residual Attention for Hyperspectral Image Classification Jun 25, 2020 Classification General Classification
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