Few-Shot Object Detection in Unseen Domains Apr 11, 2022 Domain Adaptation Domain Generalization
— Unverified Few-Shot Object Detection with Fully Cross-Transformer Mar 28, 2022 Few-Shot Object Detection Metric Learning
Code Code Available Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison Mar 27, 2022 Articles Few-Shot Object Detection
— Unverified Sylph: A Hypernetwork Framework for Incremental Few-shot Object Detection Mar 25, 2022 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 UnseenNet: Fast Training Detector for Any Unseen Concept Mar 16, 2022 Few-Shot Object Detection image-classification
Code Code Available Mobile Robot Manipulation using Pure Object Detection Jan 28, 2022 Depth Estimation Few-Shot Learning
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 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 Grounded Language-Image Pre-training Dec 7, 2021 2D Object Detection Described Object Detection
Code Code Available A Survey of Deep Learning for Low-Shot Object Detection Dec 6, 2021 Deep Learning Few-Shot Learning
— Unverified 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 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 A Survey of Self-Supervised and Few-Shot Object Detection Oct 27, 2021 Few-Shot Object Detection Instance Segmentation
Code Code Available 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 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 Towards Accurate Localization by Instance Search Jul 11, 2021 Few-Shot Object Detection Instance Search
— Unverified Transformation Invariant Few-Shot Object Detection Jun 19, 2021 Few-Shot Object Detection Meta-Learning
— Unverified Few-Shot Object Detection via Classification Refinement and Distractor Retreatment Jun 19, 2021 Classification Few-Shot Object Detection
— Unverified Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss Jun 19, 2021 Few-Shot Object Detection object-detection
— Unverified 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 Class-Incremental Few-Shot Object Detection May 17, 2021 Clustering Few-Shot Object Detection
— Unverified Hallucination Improves Few-Shot Object Detection May 4, 2021 Few-Shot Object Detection Hallucination
— Unverified 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 Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection Mar 2, 2021 Few-Shot Object Detection Novel Object Detection
— Unverified 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 Few-Shot Learning for Road Object Detection Jan 29, 2021 Few-Shot Learning Few-Shot Object Detection
— Unverified MM-FSOD: Meta and metric integrated few-shot object detection Dec 30, 2020 Few-Shot Object Detection Meta-Learning
— Unverified AFD-Net: Adaptive Fully-Dual Network for Few-Shot Object Detection Nov 30, 2020 Decision Making Few-Shot Object Detection
— Unverified Cooperating RPN's Improve Few-Shot Object Detection Nov 19, 2020 Few-Shot Object Detection Object
— Unverified Few-Shot Object Detection in Real Life: Case Study on Auto-Harvest Nov 5, 2020 Data Augmentation Few-Shot Object Detection
— Unverified Restoring Negative Information in Few-Shot Object Detection Oct 22, 2020 Few-Shot Learning Few-Shot Object Detection
Code Code Available 