conftrace_

novel class

20 papers

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Co-occurring keywords

few-shot learning (3398) semantic segmentation (3186) few-shot semantic segmentation (23) few-shot segmentation (58) zero-shot learning (3650) generalized few-shot learning (6) few-shot object detection (46) semantic similarity (910) instance segmentation (738) prototype learning (405)

Papers

DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation CVPR 2025
UniBuc at SemEval-2025 Task 9: Similarity Approaches to Classification SEMEVAL 2025
A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation NIPS 2024
Scaling Few-Shot Learning for the Open World AAAI 2024
Exploring Base-Class Suppression with Prior Guidance for Bias-Free One-Shot Object Detection AAAI 2024
ProxyDet: Synthesizing Proxy Novel Classes via Classwise Mixup for Open-Vocabulary Object Detection AAAI 2024
Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement AAAI 2024
Better Generalized Few-Shot Learning Even without Base Data AAAI 2023
CORA: Adapting CLIP for Open-Vocabulary Detection With Region Prompting and Anchor Pre-Matching CVPR 2023
SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning AAAI 2023
Boosting Few-Shot Text Classification via Distribution Estimation AAAI 2023
Adjustment and Alignment for Unbiased Open Set Domain Adaptation CVPR 2023
Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation NIPS 2022
Generalized Few-Shot Semantic Segmentation CVPR 2022
Masked Feature Generation Network for Few-Shot Learning IJCAI 2022
Anti-Aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation CVPR 2021
Incremental Few-Shot Instance Segmentation CVPR 2021
Dense Relation Distillation With Context-Aware Aggregation for Few-Shot Object Detection CVPR 2021
CRNet: Cross-Reference Networks for Few-Shot Segmentation CVPR 2020
Scaling Object Detection by Transferring Classification Weights ICCV 2019