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Fan Huang

6 accepted papers

2025

MonoBox: Tightness-Free Box-Supervised Polyp Segmentation Using Monotonicity Constraint

AAAI 2025technical

We propose MonoBox, an innovative box-supervised segmentation method constrained by monotonicity to liberate its training from the user-unfriendly box-tightness assumption. In contrast to conventional box-supervised segmentation, where the box edges must precisely touch the target boundaries, MonoBo…

2025

WaveSpect: A Hybrid Approach to Synthetic Audio Detection via Waveform and Spectrogram Analysis

ICASSP 2025accepted

With the rapid advancement of synthetic speech technology, the challenges posed by audio deepfakes have become increasingly severe. Despite notable progress in synthetic speech detection, existing algorithms exhibit limited generalization to unknown attacks. To address these challenges, we propose W…

Cited by 0SourceScholar
2024

ChatGPT Rates Natural Language Explanation Quality like Humans: But on Which Scales?

COLING 2024main

As AI becomes more integral in our lives, the need for transparency and responsibility grows. While natural language explanations (NLEs) are vital for clarifying the reasoning behind AI decisions, evaluating them through human judgments is complex and resource-intensive due to subjectivity and the n…

2021

Hierarchical Disentangled Representation Learning for Outdoor Illumination Estimation and Editing

ICCV 2021poster

Data-driven sky models have gained much attention in outdoor illumination prediction recently, showing superior performance against analytical models. However, naively compressing an outdoor panorama into a low-dimensional latent vector, as existing models have done, causes two major problems. One i…

Cited by 19PDFScholar
2019

A Sweeping and Grinding Methods Combined Hybrid Sampler for Asteroid Exploration

IROS 2019poster

Successful sampling on the surface of asteroids is difficult because of their weightless environment and unknown material mechanical property. This work presents an asteroid sampler based on sweeping and grinding methods to improve the success rate of sampling. The sampler uses two brushes rotating…

Cited by 3SourceScholar