Yunhao Ge | DeepAI

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Featured Co-authors

Xin Wang
382 publications
Qian Wang
147 publications
Di Wu
111 publications
Dinggang Shen
76 publications
Jie Ren
66 publications
Balaji Lakshminarayanan
51 publications
Tomas Pfister
48 publications
Laurent Itti
39 publications
Ziyan Wu
37 publications
Terrence Chen
35 publications
Sercan O. Arik
32 publications

∙ 09/12/2023

Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentation

We propose a new paradigm to automatically generate training data with a...

0 Yunhao Ge, et al. ∙

∙ 06/15/2023

Robustness Analysis on Foundational Segmentation Models

Due to the increase in computational resources and accessibility of data...

0 Madeline Chantry Schiappa, et al. ∙

∙ 05/26/2023

Building One-class Detector for Anything: Open-vocabulary Zero-shot OOD Detection Using Text-image Models

We focus on the challenge of out-of-distribution (OOD) detection in deep...

0 Yunhao Ge, et al. ∙

∙ 05/24/2023

Lightweight Learner for Shared Knowledge Lifelong Learning

In Lifelong Learning (LL), agents continually learn as they encounter ne...

0 Yunhao Ge, et al. ∙

∙ 12/15/2022

EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation

We propose EM-PASTE: an Expectation Maximization(EM) guided Cut-Paste co...

0 Yunhao Ge, et al. ∙

∙ 07/22/2022

Neural-Sim: Learning to Generate Training Data with NeRF

Training computer vision models usually requires collecting and labeling...

5 Yunhao Ge, et al. ∙

∙ 07/19/2022

Contributions of Shape, Texture, and Color in Visual Recognition

We investigate the contributions of three important features of the huma...

60 Yunhao Ge, et al. ∙

∙ 06/20/2022

DALL-E for Detection: Language-driven Context Image Synthesis for Object Detection

Object cut-and-paste has become a promising approach to efficiently gene...

27 Yunhao Ge, et al. ∙

∙ 06/13/2022

Invariant Structure Learning for Better Generalization and Causal Explainability

Learning the causal structure behind data is invaluable for improving ge...

0 Yunhao Ge, et al. ∙

∙ 12/06/2021

Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization

We focus on controllable disentangled representation learning (C-Dis-RL)...

4 Yunhao Ge, et al. ∙

∙ 05/01/2021

A Peek Into the Reasoning of Neural Networks: Interpreting with Structural Visual Concepts

Despite substantial progress in applying neural networks (NN) to a wide ...

15 Yunhao Ge, et al. ∙

∙ 09/27/2020

Beneficial Perturbation Network for designing general adaptive artificial intelligence systems

The human brain is the gold standard of adaptive learning. It not only c...

11 Shixian Wen, et al. ∙

∙ 09/14/2020

Zero-shot Synthesis with Group-Supervised Learning

Visual cognition of primates is superior to that of artificial neural ne...

0 Yunhao Ge, et al. ∙

∙ 03/19/2020

Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition

Object pose increases interclass object variance which makes object reco...

4 Yunhao Ge, et al. ∙

∙ 07/30/2019

Synthesis and Inpainting-Based MR-CT Registration for Image-Guided Thermal Ablation of Liver Tumors

Thermal ablation is a minimally invasive procedure for treat-ing small o...

1 Dongming Wei, et al. ∙

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