Browse State-of-the-Art › Few-Shot Object Detection › Papers, page 2

Few-Shot Object Detection

Papers archive 2025-07-28

archive papers tagged: 179 · with a code link: 97 · where Syntology ran a sample: 33 (32 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (33 of 179 tagged: 32 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 179 of 179, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks
  24 Nov 2024 0 repositories listed
• UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation
  13 Nov 2024 0 repositories listed
• FUSED-Net: Detecting Traffic Signs with Limited Data
  23 Sep 2024 0 repositories listed
• Beyond Few-shot Object Detection: A Detailed Survey
  26 Aug 2024 0 repositories listed
• A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection
  20 Aug 2024 0 repositories listed
• Semantic Enhanced Few-shot Object Detection
  19 Jun 2024 0 repositories listed
• The Solution for CVPR2024 Foundational Few-Shot Object Detection Challenge
  18 Jun 2024 0 repositories listed
• Balanced ID-OOD tradeoff transfer makes query based detectors good few shot learners
  23 May 2024 0 repositories listed
• Efficient Meta-Learning Enabled Lightweight Multiscale Few-Shot Object Detection in Remote Sensing Images
  29 Apr 2024 0 repositories listed
• Few-Shot Object Detection: Research Advances and Challenges
  7 Apr 2024 0 repositories listed
• Few-shot Oriented Object Detection with Memorable Contrastive Learning in Remote Sensing Images
  20 Mar 2024 0 repositories listed
• Few-Shot Object Detection with Sparse Context Transformers
  14 Feb 2024 0 repositories listed
• Stability Plasticity Decoupled Fine-tuning For Few-shot end-to-end Object Detection
  20 Jan 2024 0 repositories listed
• Few-Shot Object Detection with Foundation Models
  1 Jan 2024 0 repositories listed
• SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation
  1 Jan 2024 0 repositories listed
• GRSDet: Learning to Generate Local Reverse Samples for Few-shot Object Detection
  27 Dec 2023 0 repositories listed
• Decoupled DETR For Few-shot Object Detection
  20 Nov 2023 0 repositories listed
• Object Detection in Aerial Images in Scarce Data Regimes
  16 Oct 2023 0 repositories listed
• ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection
  15 Sep 2023 0 repositories listed
• Aligned Unsupervised Pretraining of Object Detectors with Self-training
  28 Jul 2023 0 repositories listed
• Cos R-CNN for Online Few-shot Object Detection
  25 Jul 2023 0 repositories listed
• Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime
  17 Jul 2023 0 repositories listed
• Meta-tuning Loss Functions and Data Augmentation for Few-shot Object Detection
  24 Apr 2023 0 repositories listed
• Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection
  11 Apr 2023 0 repositories listed
• Explore the Power of Synthetic Data on Few-shot Object Detection
  23 Mar 2023 0 repositories listed
• Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images
  13 Mar 2023 0 repositories listed
• NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging
  9 Mar 2023 0 repositories listed
• An Effective Crop-Paste Pipeline for Few-shot Object Detection
  28 Feb 2023 0 repositories listed
• Explore the Power of Dropout on Few-shot Learning
  26 Jan 2023 0 repositories listed
• s-Adaptive Decoupled Prototype for Few-Shot Object Detection
  1 Jan 2023 0 repositories listed
• Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection
  27 Nov 2022 0 repositories listed
• Few-shot Object Detection with Refined Contrastive Learning
  24 Nov 2022 0 repositories listed
• Spatial Reasoning for Few-Shot Object Detection
  2 Nov 2022 0 repositories listed
• Time-rEversed diffusioN tEnsor Transformer: A new TENET of Few-Shot Object Detection
  30 Oct 2022 0 repositories listed
• A Unified Framework with Meta-dropout for Few-shot Learning
  12 Oct 2022 0 repositories listed
• Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors
  11 Oct 2022 0 repositories listed
• Fast Hierarchical Learning for Few-Shot Object Detection
  10 Oct 2022 0 repositories listed
• FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training
  10 Oct 2022 0 repositories listed
• Few-Shot Object Detection by Knowledge Distillation Using Bag-of-Visual-Words Representations
  25 Jul 2022 0 repositories listed
• VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments
  24 Jul 2022 0 repositories listed
• Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning
  9 May 2022 0 repositories listed
• MINI: Mining Implicit Novel Instances for Few-Shot Object Detection
  6 May 2022 0 repositories listed
• Few-Shot Object Detection with Proposal Balance Refinement
  22 Apr 2022 0 repositories listed
• Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting
  16 Apr 2022 0 repositories listed
• CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection
  11 Apr 2022 0 repositories listed
• Few-Shot Object Detection in Unseen Domains
  11 Apr 2022 0 repositories listed
• Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison
  27 Mar 2022 0 repositories listed
• A Unified Framework for Attention-Based Few-Shot Object Detection
  6 Jan 2022 0 repositories listed
• Kernelized Few-Shot Object Detection With Efficient Integral Aggregation
  1 Jan 2022 0 repositories listed
• Few-Shot Object Detection: A Comprehensive Survey
  22 Dec 2021 0 repositories listed
• A Survey of Deep Learning for Low-Shot Object Detection
  6 Dec 2021 0 repositories listed
• A Comparative Review of Recent Few-Shot Object Detection Algorithms
  30 Oct 2021 0 repositories listed
• Meta Guided Metric Learner for Overcoming Class Confusion in Few-Shot Road Object Detection
  28 Oct 2021 0 repositories listed
• MDFL: A UNIFIED FRAMEWORK WITH META-DROPOUT FOR FEW-SHOT LEARNING
  29 Sep 2021 0 repositories listed
• Towards Generalized and Incremental Few-Shot Object Detection
  23 Sep 2021 0 repositories listed
• Few-Shot Object Detection by Attending to Per-Sample-Prototype
  16 Sep 2021 0 repositories listed
• Towards Accurate Localization by Instance Search
  11 Jul 2021 0 repositories listed
• Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss
  19 Jun 2021 0 repositories listed
• Few-Shot Object Detection via Classification Refinement and Distractor Retreatment
  19 Jun 2021 0 repositories listed
• Transformation Invariant Few-Shot Object Detection
  19 Jun 2021 0 repositories listed
• Class-Incremental Few-Shot Object Detection
  17 May 2021 0 repositories listed
• Hallucination Improves Few-Shot Object Detection
  4 May 2021 0 repositories listed
• Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection
  2 Mar 2021 0 repositories listed
• Few-Shot Learning for Road Object Detection
  29 Jan 2021 0 repositories listed
• MM-FSOD: Meta and metric integrated few-shot object detection
  30 Dec 2020 0 repositories listed
• AFD-Net: Adaptive Fully-Dual Network for Few-Shot Object Detection
  30 Nov 2020 0 repositories listed
• Cooperating RPN's Improve Few-Shot Object Detection
  19 Nov 2020 0 repositories listed
• Few-Shot Object Detection in Real Life: Case Study on Auto-Harvest
  5 Nov 2020 0 repositories listed
• Few-shot Object Detection with Self-adaptive Attention Network for Remote Sensing Images
  26 Sep 2020 0 repositories listed
• Few-shot Object Detection with Feature Attention Highlight Module in Remote Sensing Images
  3 Sep 2020 0 repositories listed
• Few-Shot Object Detection via Knowledge Transfer
  28 Aug 2020 0 repositories listed
• Few-shot Object Detection on Remote Sensing Images
  14 Jun 2020 0 repositories listed
• Incremental Few-Shot Object Detection for Robotics
  6 May 2020 0 repositories listed
• Incremental Few-Shot Object Detection
  10 Mar 2020 0 repositories listed
• Meta-Learning to Detect Rare Objects
  1 Oct 2019 0 repositories listed
• Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning
  28 Sep 2019 0 repositories listed
• Meta-RCNN: Meta Learning for Few-Shot Object Detection
  25 Sep 2019 0 repositories listed
• Scalable Logo Recognition using Proxies
  19 Nov 2018 0 repositories listed
• Multidomain Document Layout Understanding using Few Shot Object Detection
  22 Aug 2018 0 repositories listed