Improved Region Proposal Network for Enhanced Few-Shot Object Detection Aug 15, 2023 Few-Shot Object Detection Object
Code Code Available 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 Multi-modal Queried Object Detection in the Wild May 30, 2023 Few-Shot Object Detection Object
Code Code Available 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 Identification of Novel Classes for Improving Few-Shot Object Detection Mar 18, 2023 Few-Shot Object Detection Object
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 Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images Mar 13, 2023 Few-Shot Object Detection Meta-Learning
— Unverified LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection Mar 10, 2023 Few-Shot Object Detection Novel Concepts
Code Code Available 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 Incremental Few-Shot Object Detection via Simple Fine-Tuning Approach Feb 20, 2023 Few-Shot Object Detection Meta-Learning
Code Code Available Few-Shot Object Detection via Variational Feature Aggregation Jan 31, 2023 Few-Shot Object Detection Meta-Learning
Code Code Available Explore the Power of Dropout on Few-shot Learning Jan 26, 2023 Deep Learning Few-Shot Image Classification
— Unverified Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation Jan 3, 2023 Benchmarking Few-shot Instance Segmentation
Code Code Available s-Adaptive Decoupled Prototype for Few-Shot Object Detection Jan 1, 2023 Few-Shot Object Detection Meta-Learning
— Unverified Proposal Distribution Calibration for Few-Shot Object Detection Dec 15, 2022 Few-Shot Object Detection Object
Code Code Available Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection Nov 27, 2022 Few-Shot Object Detection Meta-Learning
— Unverified Multi-Modal Few-Shot Temporal Action Detection Nov 27, 2022 Action Detection Few-Shot Object Detection
Code Code Available 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 Comparative Attention Framework for Better Few-Shot Object Detection on Aerial Images Oct 25, 2022 Benchmarking Few-Shot Object Detection
Code Code Available 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 CD-FSOD: A Benchmark for Cross-domain Few-shot Object Detection Oct 11, 2022 Cross-Domain Few-Shot Cross-Domain Few-Shot Object Detection
Code Code Available 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 Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method Oct 8, 2022 Contrastive Learning Few-Shot Object Detection
Code Code Available Exploring Effective Knowledge Transfer for Few-shot Object Detection Oct 5, 2022 Few-Shot Object Detection Object
Code Code Available AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection Sep 22, 2022 Cross-Domain Few-Shot Cross-Domain 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 Hierarchical Attention Network for Few-Shot Object Detection via Meta-Contrastive Learning Aug 15, 2022 Contrastive Learning Few-Shot Learning
Code Code Available Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation Exploitation Jul 30, 2022 Few-Shot Object Detection Meta-Learning
Code Code Available 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 Few-shot Object Counting and Detection Jul 22, 2022 Few-shot Object Counting and Detection Few-Shot Object Detection
Code Code Available Rethinking Few-Shot Object Detection on a Multi-Domain Benchmark Jul 22, 2022 Few-Shot Learning Few-Shot Object Detection
Code Code Available Multi-Faceted Distillation of Base-Novel Commonality for Few-shot Object Detection Jul 22, 2022 Few-Shot Object Detection object-detection
Code Code Available Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection May 19, 2022 Decoder Few-Shot Object Detection
Code Code Available 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 ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models Apr 19, 2022 Fairness Few-Shot Image Classification
Code Code Available 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 