Visual-RFT: Visual Reinforcement Fine-Tuning Mar 3, 2025 Few-Shot Object Detection Fine-Grained Image Classification
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 ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models Apr 19, 2022 Fairness Few-Shot Image Classification
Code Code Available 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 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 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 Fine-Grained Prototypes Distillation for Few-Shot Object Detection Jan 15, 2024 Few-Shot Object Detection Meta-Learning
Code Code Available Detect Everything with Few Examples Sep 22, 2023 Binary Classification Cross-Domain Few-Shot Object Detection
Code Code Available Multi-modal Queried Object Detection in the Wild May 30, 2023 Few-Shot Object Detection Object
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 Grounded Language-Image Pre-training Dec 7, 2021 2D Object Detection Described Object Detection
Code Code Available Frustratingly Simple Few-Shot Object Detection Mar 16, 2020 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 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 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 InfRS: Incremental Few-Shot Object Detection in Remote Sensing Images May 18, 2024 Few-Shot Object Detection Incremental Learning
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 Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery Mar 8, 2024 Few-Shot Object Detection Object
Code Code Available Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection Nov 1, 2023 Classification 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 Few-Shot Object Detection via Synthetic Features with Optimal Transport Aug 29, 2023 Diversity Few-Shot Object Detection
Code Code Available Improved Region Proposal Network for Enhanced Few-Shot Object Detection Aug 15, 2023 Few-Shot Object Detection Object
Code Code Available 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 LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection Mar 10, 2023 Few-Shot Object Detection Novel Concepts
Code Code Available 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 Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation Jan 3, 2023 Benchmarking Few-shot Instance Segmentation
Code Code Available Proposal Distribution Calibration for Few-Shot Object Detection Dec 15, 2022 Few-Shot Object Detection Object
Code Code Available Multi-Modal Few-Shot Temporal Action Detection Nov 27, 2022 Action Detection Few-Shot Object Detection
Code Code Available A Comparative Attention Framework for Better Few-Shot Object Detection on Aerial Images Oct 25, 2022 Benchmarking Few-Shot Object Detection
Code Code Available 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 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 Few-shot Object Counting and Detection Jul 22, 2022 Few-shot Object Counting and Detection 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 Rethinking Few-Shot Object Detection on a Multi-Domain Benchmark Jul 22, 2022 Few-Shot Learning Few-Shot 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 Few-Shot Object Detection with Fully Cross-Transformer Mar 28, 2022 Few-Shot Object Detection Metric Learning
Code Code Available Sylph: A Hypernetwork Framework for Incremental Few-shot Object Detection Mar 25, 2022 Few-Shot Object Detection object-detection
Code Code Available 