Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation Aug 13, 2020 Classification Few-Shot Object Detection
Code Code Available 5 FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding Mar 10, 2021 Contrastive Learning Cross-Domain Few-Shot Object Detection
Code Code Available 5 Beyond Max-Margin: Class Margin Equilibrium for Few-shot Object Detection Mar 8, 2021 Few-Shot Object Detection object-detection
Code Code Available 5 Efficient Few-Shot Object Detection via Knowledge Inheritance Mar 23, 2022 Few-Shot Object Detection Object
Code Code Available 5 Generalization-Enhanced Few-Shot Object Detection in Remote Sensing Jan 5, 2025 Few-Shot Learning Few-Shot Object Detection
Code Code Available 5 Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement Dec 1, 2021 Dictionary Learning Few-Shot Object Detection
Code Code Available 5 Generalized Few-Shot Object Detection without Forgetting May 20, 2021 Few-Shot Object Detection Object
Code Code Available 5 LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection Mar 10, 2023 Few-Shot Object Detection Novel Concepts
Code Code Available 5 Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method Oct 8, 2022 Contrastive Learning Few-Shot Object Detection
Code Code Available 5 Proposal Distribution Calibration for Few-Shot Object Detection Dec 15, 2022 Few-Shot Object Detection Object
Code Code Available 5 PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object Detection Aug 11, 2024 Few-Shot Object Detection object-detection
Code Code Available 5 Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks Dec 17, 2021 Few-Shot Object Detection Meta-Learning
Code Code Available 5 Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation Jan 3, 2023 Benchmarking Few-shot Instance Segmentation
Code Code Available 5 Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection Nov 1, 2023 Classification Few-Shot Object Detection
Code Code Available 5 Restoring Negative Information in Few-Shot Object Detection Oct 22, 2020 Few-Shot Learning Few-Shot Object Detection
Code Code Available 5 Rethinking Few-Shot Object Detection on a Multi-Domain Benchmark Jul 22, 2022 Few-Shot Learning Few-Shot Object Detection
Code Code Available 5 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 5 Few-Shot Object Detection via Association and DIscrimination Nov 23, 2021 Few-Shot Object Detection Object
Code Code Available 5 A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition Sep 26, 2020 Few-Shot Learning Few-Shot Object Detection
Code Code Available 5 Few-shot Object Detection via Feature Reweighting Dec 5, 2018 Few-Shot Learning Few-Shot Object Detection
Code Code Available 5 Dual-Awareness Attention for Few-Shot Object Detection Feb 24, 2021 Few-Shot Learning Few-Shot Object Detection
Code Code Available 5 Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation May 20, 2025 Few-Shot Object Detection Instance Segmentation
Code Code Available 5 SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection Dec 28, 2024 Few-Shot Object Detection Long-tailed Object Detection
Code Code Available 5 SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object Detection Jul 2, 2024 Few-Shot Object Detection Metric Learning
Code Code Available 5 Few-Shot Object Detection via Synthetic Features with Optimal Transport Aug 29, 2023 Diversity Few-Shot Object Detection
Code Code Available 5 Few-Shot Object Detection via Variational Feature Aggregation Jan 31, 2023 Few-Shot Object Detection Meta-Learning
Code Code Available 5 Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector Aug 6, 2019 Few-Shot Object Detection Object
Code Code Available 5 Sylph: A Hypernetwork Framework for Incremental Few-shot Object Detection Mar 25, 2022 Few-Shot Object Detection object-detection
Code Code Available 5 Mobile Robot Manipulation using Pure Object Detection Jan 28, 2022 Depth Estimation Few-Shot Learning
Code Code Available 5 Instant Response Few-shot Object Detection with Meta Strategy and Explicit Localization Inference Oct 26, 2021 Few-Shot Learning Few-Shot Object Detection
Code Code Available 5 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 5 LSTD: A Low-Shot Transfer Detector for Object Detection Mar 5, 2018 Few-Shot Object Detection Object
Code Code Available 5 The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Apr 15, 2023 Camouflaged Object Segmentation Few-shot Instance Segmentation
Code Code Available 5 Leveraging Bottom-Up and Top-Down Attention for Few-Shot Object Detection Jul 23, 2020 Few-Shot Learning Few-Shot Object Detection
Code Code Available 5 RepMet: Representative-based metric learning for classification and one-shot object detection Jun 12, 2018 Classification Few-Shot Object Detection
Code Code Available 5 RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection Jun 1, 2019 Classification Few-Shot Object Detection
Code Code Available 5 Meta-learning algorithms for Few-Shot Computer Vision Sep 30, 2019 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 StarNet: towards Weakly Supervised Few-Shot Object Detection Mar 15, 2020 Classification Few-Shot Learning
Code Code Available 5 Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial Images Sep 27, 2021 Few-Shot Object Detection object-detection
Code Code Available 5 Many-shot from Low-shot: Learning to Annotate using Mixed Supervision for Object Detection Aug 21, 2020 Few-Shot Object Detection Object
Code Code Available 5 Revisiting Few-Shot Object Detection with Vision-Language Models Dec 22, 2023 Autonomous Vehicles Few-Shot Object Detection
Code Code Available 5 Cross-domain Multi-modal Few-shot Object Detection via Rich Text Mar 24, 2024 Cross-Domain Few-Shot Domain Adaptation
Code Code Available 5 UnseenNet: Fast Training Detector for Any Unseen Concept Mar 16, 2022 Few-Shot Object Detection image-classification
Code Code Available 5 TIDE: Test Time Few Shot Object Detection Nov 30, 2023 Data Augmentation Few-Shot Object Detection
Code Code Available 5 AirShot: Efficient Few-Shot Detection for Autonomous Exploration Apr 7, 2024 Few-Shot Object Detection object-detection
Code Code Available 5 Top-Related Meta-Learning Method for Few-Shot Object Detection Jul 14, 2020 Few-Shot Object Detection Meta-Learning
Code Code Available 5 Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning Oct 1, 2019 Few-Shot Object Detection Meta-Learning
Code Code Available 5 MDFL: A UNIFIED FRAMEWORK WITH META-DROPOUT FOR FEW-SHOT LEARNING Sep 29, 2021 Few-Shot Image Classification Few-Shot Learning
— Unverified 0 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 0 A Comparative Review of Recent Few-Shot Object Detection Algorithms Oct 30, 2021 Few-Shot Object Detection Object
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