No time to train! Training-Free Reference-Based Instance Segmentation Jul 3, 2025 Cross-Domain Few-Shot Object Detection Few-Shot Object Detection
Code Code Available Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation May 20, 2025 Few-Shot Object Detection Instance Segmentation
Code Code Available CDFormer: Cross-Domain Few-Shot Object Detection Transformer Against Feature Confusion May 2, 2025 Cross-Domain Few-Shot Cross-Domain Few-Shot Object Detection
Code Code Available NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results Apr 14, 2025 Cross-Domain Few-Shot Cross-Domain Few-Shot Object Detection
Code Code Available Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection Apr 9, 2025 Contrastive Learning counterfactual
Code Code Available Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection Apr 6, 2025 Cross-Domain Few-Shot Cross-Domain Few-Shot Object Detection
Code Code Available Multimodal Reference Visual Grounding Apr 2, 2025 Few-Shot Object Detection Visual Grounding
— Unverified Context in object detection: a systematic literature review Mar 29, 2025 Few-Shot Object Detection Object
— Unverified Exploring Few-Shot Object Detection on Blood Smear Images: A Case Study of Leukocytes and Schistocytes Mar 21, 2025 Few-Shot Object Detection object-detection
— Unverified Visual-RFT: Visual Reinforcement Fine-Tuning Mar 3, 2025 Few-Shot Object Detection Fine-Grained Image Classification
Code Code Available Multi-Perspective Data Augmentation for Few-shot Object Detection Feb 25, 2025 Data Augmentation Few-Shot Object Detection
Code Code Available 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 Generalization-Enhanced Few-Shot Object Detection in Remote Sensing Jan 5, 2025 Few-Shot Learning Few-Shot Object Detection
Code Code Available SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection Dec 28, 2024 Few-Shot Object Detection Long-tailed Object Detection
Code Code Available AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks Nov 24, 2024 Few-Shot Object Detection Image Generation
— Unverified UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation Nov 13, 2024 Decoder Few-Shot Object Detection
— Unverified 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 FUSED-Net: Detecting Traffic Signs with Limited Data Sep 23, 2024 Data Augmentation Domain Adaptation
— Unverified Beyond Few-shot Object Detection: A Detailed Survey Aug 26, 2024 Few-Shot Learning Few-Shot Object Detection
— Unverified 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 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 SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object Detection Jul 2, 2024 Few-Shot Object Detection Metric Learning
Code Code Available Semantic Enhanced Few-shot Object Detection Jun 19, 2024 Few-Shot Object Detection Object
— Unverified The Solution for CVPR2024 Foundational Few-Shot Object Detection Challenge Jun 18, 2024 Few-Shot Object Detection Language Modeling
— Unverified Balanced ID-OOD tradeoff transfer makes query based detectors good few shot learners May 23, 2024 Cross-Domain Few-Shot Object Detection Few-Shot Object Detection
— Unverified InfRS: Incremental Few-Shot Object Detection in Remote Sensing Images May 18, 2024 Few-Shot Object Detection Incremental Learning
Code Code Available Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection May 16, 2024 Edge-computing Few-Shot Object Detection
Code Code Available UniFS: Universal Few-shot Instance Perception with Point Representations Apr 30, 2024 Few-Shot Learning Few-Shot Object Detection
Code Code Available Efficient Meta-Learning Enabled Lightweight Multiscale Few-Shot Object Detection in Remote Sensing Images Apr 29, 2024 Few-Shot Object Detection Meta-Learning
— Unverified Few-Shot Object Detection: Research Advances and Challenges Apr 7, 2024 Few-Shot Learning Few-Shot Object Detection
— Unverified AirShot: Efficient Few-Shot Detection for Autonomous Exploration Apr 7, 2024 Few-Shot Object Detection object-detection
Code Code Available Cross-domain Multi-modal Few-shot Object Detection via Rich Text Mar 24, 2024 Cross-Domain Few-Shot Domain Adaptation
Code Code Available Few-shot Oriented Object Detection with Memorable Contrastive Learning in Remote Sensing Images Mar 20, 2024 Contrastive Learning Few-Shot Object Detection
— Unverified Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery Mar 8, 2024 Few-Shot Object Detection Object
Code Code Available Few-Shot Object Detection with Sparse Context Transformers Feb 14, 2024 Few-Shot Object Detection Object
— Unverified Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector Feb 5, 2024 Cross-Domain Few-Shot Cross-Domain Few-Shot Object Detection
Code Code Available Stability Plasticity Decoupled Fine-tuning For Few-shot end-to-end Object Detection Jan 20, 2024 Few-Shot Object Detection Object
— Unverified Fine-Grained Prototypes Distillation for Few-Shot Object Detection Jan 15, 2024 Few-Shot Object Detection Meta-Learning
Code Code Available Few-Shot Object Detection with Foundation Models Jan 1, 2024 Few-Shot Learning Few-Shot Object Detection
— Unverified SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation Jan 1, 2024 Data Augmentation Diversity
— Unverified 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 Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection Nov 1, 2023 Classification Few-Shot Object Detection
Code Code Available Object Detection in Aerial Images in Scarce Data Regimes Oct 16, 2023 Few-Shot Object Detection Metric Learning
— Unverified Detect Everything with Few Examples Sep 22, 2023 Binary Classification Cross-Domain Few-Shot Object Detection
Code Code Available Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects Sep 19, 2023 Few-Shot Object Detection object-detection
Code Code Available ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection Sep 15, 2023 Few-Shot Object Detection Object
— Unverified Few-Shot Object Detection via Synthetic Features with Optimal Transport Aug 29, 2023 Diversity Few-Shot Object Detection
Code Code Available 