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Sen Chen

4 accepted papers

2026

D-GARA: A Dynamic Benchmarking Framework for GUI Agent Robustness in Real-World Anomalies

AAAI 2026technical

Developing intelligent agents capable of operating a wide range of Graphical User Interfaces (GUIs) with human-level proficiency is a key milestone on the path toward Artificial General Intelligence. While most existing datasets and benchmarks for training and evaluating GUI agents are static and id

Cited by 5SourcePDFScholar
2025

Unsupervised Degradation Representation Aware Transform for Real-World Blind Image Super-Resolution

AAAI 2025technical

Blind image super-resolution (blind SR) aims to restore a high-resolution (HR) image from a low-resolution (LR) image with unknown degradation. Many existing methods explicitly estimate degradation information from various LR images. However, in most cases, image degradations are independent of imag…

2023

Combining Loss Reweighting and Sample Resampling for Long-Tailed Instance Segmentation

ICASSP 2023accepted

Traditional instance segmentation methods perform poorly when the training data has a long-tailed distribution. The recent long-tailed solutions only consider loss reweighting or sample resampling, which still suffers from the gradient imbalance of positive and negative samples and the overfitting r…

Cited by 0SourceScholar
2021

Multimodal Emotion Recognition with Capsule Graph Convolutional Based Representation Fusion

ICASSP 2021accepted

Due to the more robust characteristics compared to unimodal, audio-video multimodal emotion recognition (MER) has attracted a lot of attention. The efficiency of representation fusion algorithm often determines the performance of MER. Although there are many fusion algorithms, information redundancy…

Cited by 0SourceScholar