Search Results for author: Bowen Chen

Found 13 papers, 6 papers with code

CogBERT: Cognition-Guided Pre-trained Language Models

1 code implementation COLING 2022 Xiao Ding, Bowen Chen, Li Du, Bing Qin, Ting Liu

To fill the gap, we propose CogBERT, a framework that can induce fine-grained cognitive features from cognitive data and incorporate cognitive features into BERT by adaptively adjusting the weight of cognitive features for different NLP tasks.

EEG

Magic-Boost: Boost 3D Generation with Mutli-View Conditioned Diffusion

no code implementations9 Apr 2024 Fan Yang, Jianfeng Zhang, Yichun Shi, Bowen Chen, Chenxu Zhang, Huichao Zhang, Xiaofeng Yang, Jiashi Feng, Guosheng Lin

Benefiting from the rapid development of 2D diffusion models, 3D content creation has made significant progress recently.

3D Generation

RSMamba: Remote Sensing Image Classification with State Space Model

1 code implementation28 Mar 2024 Keyan Chen, Bowen Chen, Chenyang Liu, Wenyuan Li, Zhengxia Zou, Zhenwei Shi

Remote sensing image classification forms the foundation of various understanding tasks, serving a crucial function in remote sensing image interpretation.

Classification Image Classification +2

A Foundational Multimodal Vision Language AI Assistant for Human Pathology

no code implementations13 Dec 2023 Ming Y. Lu, Bowen Chen, Drew F. K. Williamson, Richard J. Chen, Kenji Ikamura, Georg Gerber, Ivy Liang, Long Phi Le, Tong Ding, Anil V Parwani, Faisal Mahmood

We compare PathChat against several multimodal vision language AI assistants as well as GPT4V, which powers the commercially available multimodal general purpose AI assistant ChatGPT-4.

Decision Making Language Modelling +2

AvatarVerse: High-quality & Stable 3D Avatar Creation from Text and Pose

1 code implementation7 Aug 2023 Huichao Zhang, Bowen Chen, Hao Yang, Liao Qu, Xu Wang, Li Chen, Chao Long, Feida Zhu, Kang Du, Min Zheng

We present AvatarVerse, a stable pipeline for generating expressive high-quality 3D avatars from nothing but text descriptions and pose guidance.

Text-to-3D-Human Generation

Towards a Visual-Language Foundation Model for Computational Pathology

no code implementations24 Jul 2023 Ming Y. Lu, Bowen Chen, Drew F. K. Williamson, Richard J. Chen, Ivy Liang, Tong Ding, Guillaume Jaume, Igor Odintsov, Andrew Zhang, Long Phi Le, Georg Gerber, Anil V Parwani, Faisal Mahmood

The accelerated adoption of digital pathology and advances in deep learning have enabled the development of powerful models for various pathology tasks across a diverse array of diseases and patient cohorts.

Contrastive Learning Image Classification +3

Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images

1 code implementation CVPR 2023 Ming Y. Lu, Bowen Chen, Andrew Zhang, Drew F. K. Williamson, Richard J. Chen, Tong Ding, Long Phi Le, Yung-Sung Chuang, Faisal Mahmood

In this paper we present MI-Zero, a simple and intuitive framework for unleashing the zero-shot transfer capabilities of contrastively aligned image and text models on gigapixel histopathology whole slide images, enabling multiple downstream diagnostic tasks to be carried out by pretrained encoders without requiring any additional labels.

Multiple Instance Learning whole slide images

Full Resolution Repetition Counting

no code implementations23 May 2023 Jianing Li, Bowen Chen, Zhiyong Wang, Honghai Liu

Given an untrimmed video, repetitive actions counting aims to estimate the number of repetitions of class-agnostic actions.

Text Difficulty Study: Do machines behave the same as humans regarding text difficulty?

no code implementations14 Aug 2022 Bowen Chen, Xiao Ding, Li Du, Qin Bing, Ting Liu

Given a task, human learns from easy to hard, whereas the model learns randomly.

Phased Flight Trajectory Prediction with Deep Learning

no code implementations17 Mar 2022 Kai Zhang, Bowen Chen

The unprecedented increase of commercial airlines and private jets over the next ten years presents a challenge for air traffic control.

Decision Making Management +1

Fusion-DHL: WiFi, IMU, and Floorplan Fusion for Dense History of Locations in Indoor Environments

1 code implementation18 May 2021 Sachini Herath, Saghar Irandoust, Bowen Chen, Yiming Qian, Pyojin Kim, Yasutaka Furukawa

The paper proposes a multi-modal sensor fusion algorithm that fuses WiFi, IMU, and floorplan information to infer an accurate and dense location history in indoor environments.

Sensor Fusion

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