2 papers
cs.LG2026
A Unified Evaluation Framework for Multi-Annotator Tendency Learning
Liyun Zhang, Fengkai Liu, Xuanmeng Sha +3
Recent works have emerged in multi-annotator learning that shift focus from Consensus-oriented Learning (CoL), which aggregates multiple annotations into a single ground-truth pred…
cs.CV2024
Make Graph-based Referring Expression Comprehension Great Again through Expression-guided Dynamic Gating and Regression
Jingcheng Ke, Dele Wang, Jun-Cheng Chen +3
One common belief is that with complex models and pre-training on large-scale datasets, transformer-based methods for referring expression comprehension (REC) perform much better t…