GRSDet: Learning to Generate Local Reverse Samples for Few-shot Object Detection Dec 27, 2023 Few-Shot Object Detection object-detection
— Unverified Revisiting Few-Shot Object Detection with Vision-Language Models Dec 22, 2023 Autonomous Vehicles Few-Shot Object Detection
Code Code Available TIDE: Test Time Few Shot Object Detection Nov 30, 2023 Data Augmentation Few-Shot Object Detection
Code Code Available Decoupled DETR For Few-shot Object Detection Nov 20, 2023 Decoder Few-Shot Object Detection
— Unverified Object Detection in Aerial Images in Scarce Data Regimes Oct 16, 2023 Few-Shot Object Detection Metric Learning
— Unverified ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection Sep 15, 2023 Few-Shot Object Detection Object
— Unverified Aligned Unsupervised Pretraining of Object Detectors with Self-training Jul 28, 2023 Few-Shot Object Detection Object
— Unverified Cos R-CNN for Online Few-shot Object Detection Jul 25, 2023 Few-Shot Object Detection Object
— Unverified Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime Jul 17, 2023 Few-Shot Object Detection Object
— Unverified Meta-tuning Loss Functions and Data Augmentation for Few-shot Object Detection Apr 24, 2023 Data Augmentation Few-Shot Learning
— Unverified 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 Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection Apr 11, 2023 Diversity Few-Shot Object Detection
— Unverified Explore the Power of Synthetic Data on Few-shot Object Detection Mar 23, 2023 Few-Shot Object Detection Image Generation
— Unverified Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images Mar 13, 2023 Few-Shot Object Detection Meta-Learning
— Unverified NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging Mar 9, 2023 Data-free Knowledge Distillation Few-Shot Object Detection
— Unverified An Effective Crop-Paste Pipeline for Few-shot Object Detection Feb 28, 2023 Data Augmentation Few-Shot Object Detection
— Unverified Explore the Power of Dropout on Few-shot Learning Jan 26, 2023 Deep Learning Few-Shot Image Classification
— Unverified s-Adaptive Decoupled Prototype for Few-Shot Object Detection Jan 1, 2023 Few-Shot Object Detection Meta-Learning
— Unverified Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection Nov 27, 2022 Few-Shot Object Detection Meta-Learning
— Unverified Few-shot Object Detection with Refined Contrastive Learning Nov 24, 2022 Contrastive Learning Few-Shot Object Detection
— Unverified Spatial Reasoning for Few-Shot Object Detection Nov 2, 2022 Data Augmentation Few-Shot Object Detection
— Unverified Time-rEversed diffusioN tEnsor Transformer: A new TENET of Few-Shot Object Detection Oct 30, 2022 Few-Shot Object Detection Object
— Unverified A Unified Framework with Meta-dropout for Few-shot Learning Oct 12, 2022 Few-Shot Image Classification Few-Shot Learning
— Unverified Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors Oct 11, 2022 Few-Shot Object Detection object-detection
— Unverified Fast Hierarchical Learning for Few-Shot Object Detection Oct 10, 2022 Few-Shot Object Detection Object
— Unverified FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training Oct 10, 2022 Few-Shot Object Detection object-detection
— Unverified Few-Shot Object Detection by Knowledge Distillation Using Bag-of-Visual-Words Representations Jul 25, 2022 Few-Shot Object Detection Knowledge Distillation
— Unverified VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments Jul 24, 2022 Few-Shot Object Detection Instance Segmentation
— Unverified Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning May 9, 2022 Few-Shot Object Detection Knowledge Distillation
— Unverified MINI: Mining Implicit Novel Instances for Few-Shot Object Detection May 6, 2022 Few-Shot Object Detection object-detection
— Unverified Few-Shot Object Detection with Proposal Balance Refinement Apr 22, 2022 Few-Shot Learning Few-Shot Object Detection
— Unverified Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting Apr 16, 2022 Few-Shot Learning Few-Shot Object Detection
— Unverified CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection Apr 11, 2022 Continual Learning Few-Shot Object Detection
— Unverified Few-Shot Object Detection in Unseen Domains Apr 11, 2022 Domain Adaptation Domain Generalization
— Unverified Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison Mar 27, 2022 Articles Few-Shot Object Detection
— Unverified UnseenNet: Fast Training Detector for Any Unseen Concept Mar 16, 2022 Few-Shot Object Detection image-classification
Code Code Available A Unified Framework for Attention-Based Few-Shot Object Detection Jan 6, 2022 Few-Shot Object Detection object-detection
— Unverified Kernelized Few-Shot Object Detection With Efficient Integral Aggregation Jan 1, 2022 Few-Shot Object Detection Object
— Unverified Few-Shot Object Detection: A Comprehensive Survey Dec 22, 2021 Few-Shot Object Detection Object
— Unverified A Survey of Deep Learning for Low-Shot Object Detection Dec 6, 2021 Deep Learning Few-Shot Learning
— Unverified A Comparative Review of Recent Few-Shot Object Detection Algorithms Oct 30, 2021 Few-Shot Object Detection Object
— Unverified Meta Guided Metric Learner for Overcoming Class Confusion in Few-Shot Road Object Detection Oct 28, 2021 Autonomous Driving Few-Shot Object Detection
— Unverified 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 MDFL: A UNIFIED FRAMEWORK WITH META-DROPOUT FOR FEW-SHOT LEARNING Sep 29, 2021 Few-Shot Image Classification Few-Shot Learning
— Unverified 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 Towards Generalized and Incremental Few-Shot Object Detection Sep 23, 2021 Autonomous Driving Continual Learning
— Unverified Few-Shot Object Detection by Attending to Per-Sample-Prototype Sep 16, 2021 Few-Shot Object Detection Meta-Learning
— Unverified Towards Accurate Localization by Instance Search Jul 11, 2021 Few-Shot Object Detection Instance Search
— Unverified Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss Jun 19, 2021 Few-Shot Object Detection object-detection
— Unverified Transformation Invariant Few-Shot Object Detection Jun 19, 2021 Few-Shot Object Detection Meta-Learning
— Unverified 