Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation Jan 3, 2023 Benchmarking Few-shot Instance Segmentation
Code Code Available Cross-domain Few-shot Object Detection with Multi-modal Textual Enrichment Feb 23, 2025 Cross-Domain Few-Shot Cross-Domain Few-Shot Object Detection
Code Code Available Universal-Prototype Enhancing for Few-Shot Object Detection Mar 1, 2021 Few-Shot Object Detection Meta-Learning
Code Code Available Few-Shot Object Detection via Association and DIscrimination Nov 23, 2021 Few-Shot Object Detection Object
Code Code Available A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition Sep 26, 2020 Few-Shot Learning Few-Shot Object Detection
Code Code Available Few-shot Object Detection via Feature Reweighting Dec 5, 2018 Few-Shot Learning Few-Shot Object Detection
Code Code Available Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation May 20, 2025 Few-Shot Object Detection Instance Segmentation
Code Code Available Few-Shot Object Detection via Synthetic Features with Optimal Transport Aug 29, 2023 Diversity Few-Shot Object Detection
Code Code Available Few-Shot Object Detection via Variational Feature Aggregation Jan 31, 2023 Few-Shot Object Detection Meta-Learning
Code Code Available Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector Aug 6, 2019 Few-Shot Object Detection Object
Code Code Available DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection Aug 20, 2021 Classification Cross-Domain Few-Shot Object Detection
Code Code Available Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection Mar 30, 2021 Few-Shot Object Detection Meta-Learning
Code Code Available Few-Shot Object Detection with Fully Cross-Transformer Mar 28, 2022 Few-Shot Object Detection Metric Learning
Code Code Available DETReg: Unsupervised Pretraining with Region Priors for Object Detection Jun 8, 2021 Few-Shot Learning Few-Shot Object Detection
Code Code Available Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective Aug 26, 2022 Few-Shot Learning Few-Shot Object Detection
Code Code Available DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection Mar 16, 2023 Few-Shot Object Detection object-detection
Code Code Available Dynamic Relevance Learning for Few-Shot Object Detection Aug 4, 2021 Few-Shot Object Detection Meta-Learning
Code Code Available Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation Aug 13, 2020 Classification Few-Shot Object Detection
Code Code Available FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding Mar 10, 2021 Contrastive Learning Cross-Domain Few-Shot Object Detection
Code Code Available Beyond Max-Margin: Class Margin Equilibrium for Few-shot Object Detection Mar 8, 2021 Few-Shot Object Detection object-detection
Code Code Available Efficient Few-Shot Object Detection via Knowledge Inheritance Mar 23, 2022 Few-Shot Object Detection Object
Code Code Available Generalization-Enhanced Few-Shot Object Detection in Remote Sensing Jan 5, 2025 Few-Shot Learning Few-Shot Object Detection
Code Code Available Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement Dec 1, 2021 Dictionary Learning Few-Shot Object Detection
Code Code Available Generalized Few-Shot Object Detection without Forgetting May 20, 2021 Few-Shot Object Detection Object
Code Code Available LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection Mar 10, 2023 Few-Shot Object Detection Novel Concepts
Code Code Available Hierarchical Attention Network for Few-Shot Object Detection via Meta-Contrastive Learning Aug 15, 2022 Contrastive Learning Few-Shot Learning
Code Code Available Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method Oct 8, 2022 Contrastive Learning Few-Shot Object Detection
Code Code Available Identification of Novel Classes for Improving Few-Shot Object Detection Mar 18, 2023 Few-Shot Object Detection Object
Code Code Available Improved Region Proposal Network for Enhanced Few-Shot Object Detection Aug 15, 2023 Few-Shot Object Detection Object
Code Code Available MDFL: A UNIFIED FRAMEWORK WITH META-DROPOUT FOR FEW-SHOT LEARNING Sep 29, 2021 Few-Shot Image Classification Few-Shot Learning
— Unverified A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection Aug 20, 2024 Data Augmentation Few-Shot Object Detection
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— Unverified A Unified Framework with Meta-dropout for Few-shot Learning Oct 12, 2022 Few-Shot Image Classification Few-Shot Learning
— Unverified Balanced ID-OOD tradeoff transfer makes query based detectors good few shot learners May 23, 2024 Cross-Domain Few-Shot Object Detection Few-Shot Object Detection
— Unverified Beyond Few-shot Object Detection: A Detailed Survey Aug 26, 2024 Few-Shot Learning Few-Shot Object Detection
— Unverified Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection Nov 27, 2022 Few-Shot Object Detection Meta-Learning
— Unverified CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection Apr 11, 2022 Continual Learning Few-Shot Object Detection
— Unverified Class-Incremental Few-Shot Object Detection May 17, 2021 Clustering Few-Shot Object Detection
— Unverified Context in object detection: a systematic literature review Mar 29, 2025 Few-Shot Object Detection Object
— Unverified Cooperating RPN's Improve Few-Shot Object Detection Nov 19, 2020 Few-Shot Object Detection Object
— Unverified Cos R-CNN for Online Few-shot Object Detection Jul 25, 2023 Few-Shot Object Detection Object
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— Unverified Efficient Meta-Learning Enabled Lightweight Multiscale Few-Shot Object Detection in Remote Sensing Images Apr 29, 2024 Few-Shot Object Detection Meta-Learning
— Unverified 