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Jianhua Wang

5 accepted papers

2026

LAMIC: Layout-Aware Multi-Image Composition via Scalability of Multimodal Diffusion Transformer

AAAI 2026technical

In controllable image synthesis, generating coherent and consistent images from multiple references with spatial layout awareness remains an open challenge. We propose LAMIC, a Layout-Aware Multi-Image Composition framework that, for the first time, extends single-reference diffusion models to multi

Cited by 0SourcePDFScholar
2022

Dual Attention Networks for Few-Shot Fine-Grained Recognition

AAAI 2022technical

The task of few-shot fine-grained recognition is to classify images belonging to subordinate categories merely depending on few examples. Due to the fine-grained nature, it is desirable to capture subtle but discriminative part-level patterns from limited training data, which makes it a challenging…

Cited by 35SourcePDFScholar
2021

A Novel Variable Resolution Torque Sensor Based on Variable Stiffness Principle

ICRA 2021poster

High resolution and large range force/torque (F/T) measurements are usually required in many engineering tasks. However, most existing F/T sensors only have a fixed resolution over their whole ranges. The key lies in that it is difficult to well balance high resolution and large range in the sensor…

Cited by 0SourceScholar
2021

Manifold Trial Selection to Reduce Negative Transfer in Motor Imagery-based Brain–Computer Interface

IROS 2021poster

A major challenge in electroencephalogram (EEG) signal classification is that the EEG signals recorded from different subjects are drawn from different distributions. When the unlabeled EEG data of the new subject arrive, called target domain, classifying them with a classifier trained on prerecorde…

Cited by 8SourceScholar
2020

A Novel Portable Lower Limb Exoskeleton for Gravity Compensation during Walking

ICRA 2020poster

This paper presents a novel portable passive lower limb exoskeleton for walking assistance. The exoskeleton is designed with built-in spring mechanisms at the hip and knee joints to realize gravity balancing of the human leg. A pair of mating gears is used to convert the tension force from the built…

Cited by 4SourceScholar