Efficient Few-Shot Object Detection via Knowledge Inheritance Mar 23, 2022 Few-Shot Object Detection Object
Code Code Available Mobile Robot Manipulation using Pure Object Detection Jan 28, 2022 Depth Estimation Few-Shot Learning
Code Code Available Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks Dec 17, 2021 Few-Shot Object Detection Meta-Learning
Code Code Available Label, Verify, Correct: A Simple Few Shot Object Detection Method Dec 10, 2021 Benchmarking Few-Shot Object Detection
Code Code Available AirDet: Few-Shot Detection without Fine-tuning for Autonomous Exploration Dec 3, 2021 Few-Shot Object Detection Meta-Learning
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 Few-Shot Object Detection via Association and DIscrimination Nov 23, 2021 Few-Shot Object Detection Object
Code Code Available Attention Guided Cosine Margin For Overcoming Class-Imbalance in Few-Shot Road Object Detection Nov 12, 2021 Few-Shot Object Detection Meta-Learning
Code Code Available A Survey of Self-Supervised and Few-Shot Object Detection Oct 27, 2021 Few-Shot Object Detection Instance Segmentation
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 Dynamic Relevance Learning for Few-Shot Object Detection Aug 4, 2021 Few-Shot Object Detection Meta-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 Generalized Few-Shot Object Detection without Forgetting May 20, 2021 Few-Shot Object Detection Object
Code Code Available Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment Apr 15, 2021 Few-Shot Learning 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 Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class Correlation Exploitation Mar 22, 2021 Few-Shot Object Detection Meta-Learning
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 Universal-Prototype Enhancing for Few-Shot Object Detection Mar 1, 2021 Few-Shot Object Detection Meta-Learning
Code Code Available Dual-Awareness Attention for Few-Shot Object Detection Feb 24, 2021 Few-Shot Learning Few-Shot Object Detection
Code Code Available Restoring Negative Information in Few-Shot Object Detection Oct 22, 2020 Few-Shot Learning Few-Shot Object Detection
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 Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation Aug 13, 2020 Classification Few-Shot Object Detection
Code Code Available Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild Jul 23, 2020 Few-Shot Object Detection Meta-Learning
Code Code Available Multi-Scale Positive Sample Refinement for Few-Shot Object Detection Jul 18, 2020 Few-Shot Object Detection Object
Code Code Available Context-Transformer: Tackling Object Confusion for Few-Shot Detection Mar 16, 2020 Diversity Few-Shot 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 Few-shot Object Detection via Feature Reweighting Dec 5, 2018 Few-Shot Learning Few-Shot Object Detection
Code Code Available One-Shot Instance Segmentation Nov 28, 2018 Few-Shot Learning Few-Shot Object Detection
Code Code Available Multimodal Reference Visual Grounding Apr 2, 2025 Few-Shot Object Detection Visual Grounding
— Unverified Context in object detection: a systematic literature review Mar 29, 2025 Few-Shot Object Detection Object
— Unverified Exploring Few-Shot Object Detection on Blood Smear Images: A Case Study of Leukocytes and Schistocytes Mar 21, 2025 Few-Shot Object Detection object-detection
— Unverified AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks Nov 24, 2024 Few-Shot Object Detection Image Generation
— Unverified UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation Nov 13, 2024 Decoder Few-Shot Object Detection
— Unverified Open-vocabulary vs. Closed-set: Best Practice for Few-shot Object Detection Considering Text Describability Oct 20, 2024 Few-Shot Object Detection image-classification
Code Code Available FUSED-Net: Detecting Traffic Signs with Limited Data Sep 23, 2024 Data Augmentation Domain Adaptation
— Unverified Beyond Few-shot Object Detection: A Detailed Survey Aug 26, 2024 Few-Shot Learning Few-Shot Object Detection
— 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
— Unverified Semantic Enhanced Few-shot Object Detection Jun 19, 2024 Few-Shot Object Detection Object
— Unverified The Solution for CVPR2024 Foundational Few-Shot Object Detection Challenge Jun 18, 2024 Few-Shot Object Detection Language Modeling
— 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 Efficient Meta-Learning Enabled Lightweight Multiscale Few-Shot Object Detection in Remote Sensing Images Apr 29, 2024 Few-Shot Object Detection Meta-Learning
— Unverified Few-Shot Object Detection: Research Advances and Challenges Apr 7, 2024 Few-Shot Learning Few-Shot Object Detection
— Unverified AirShot: Efficient Few-Shot Detection for Autonomous Exploration Apr 7, 2024 Few-Shot Object Detection object-detection
Code Code Available Cross-domain Multi-modal Few-shot Object Detection via Rich Text Mar 24, 2024 Cross-Domain Few-Shot Domain Adaptation
Code Code Available Few-shot Oriented Object Detection with Memorable Contrastive Learning in Remote Sensing Images Mar 20, 2024 Contrastive Learning Few-Shot Object Detection
— Unverified Few-Shot Object Detection with Sparse Context Transformers Feb 14, 2024 Few-Shot Object Detection Object
— Unverified Stability Plasticity Decoupled Fine-tuning For Few-shot end-to-end Object Detection Jan 20, 2024 Few-Shot Object Detection Object
— Unverified Few-Shot Object Detection with Foundation Models Jan 1, 2024 Few-Shot Learning Few-Shot Object Detection
— Unverified SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation Jan 1, 2024 Data Augmentation Diversity
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