Lanxiao Wang

CafeBoost: Causal Feature Boost to Eliminate Task-Induced Bias for Class Incremental Learning

2023

Continual learning requires a model to incrementally learn a sequence of tasks and aims to predict well on all the learned tasks so far, which notoriously suffers from the catastrophic forgetting problem. In this paper, …

GRSDet: Learning to Generate Local Reverse Samples for Few-shot Object Detection

2023 · arXiv (Cornell University)

Few-shot object detection (FSOD) aims to achieve object detection only using a few novel class training data. Most of the existing methods usually adopt a transfer-learning strategy to construct the novel class distribution by transferring …