Chen Xing | DeepAI

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∙ 03/29/2023

Mask-free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask Annotations

Existing instance segmentation models learn task-specific information us...

0 Vibashan VS, et al. ∙

∙ 03/17/2023

GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation

Text-to-image (T2I) models based on diffusion processes have achieved re...

0 Can Qin, et al. ∙

∙ 10/23/2022

Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning

Prompt tuning approaches, which learn task-specific soft prompts for a d...

0 Xiangyu Peng, et al. ∙

∙ 12/15/2021

Value Retrieval with Arbitrary Queries for Form-like Documents

We propose value retrieval with arbitrary queries for form-like document...

5 Mingfei Gao, et al. ∙

∙ 11/18/2021

Towards Open Vocabulary Object Detection without Human-provided Bounding Boxes

Despite great progress in object detection, most existing methods are li...

7 Mingfei Gao, et al. ∙

∙ 10/11/2021

Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting

Although pre-trained language models, such as BERT, achieve state-of-art...

12 Zahra Fatemi, et al. ∙

∙ 12/16/2020

Focusing More on Conflicts with Mis-Predictions Helps Language Pre-Training

In this work, we propose to improve the effectiveness of language pre-tr...

4 Chen Xing, et al. ∙

∙ 08/04/2020

Taking Notes on the Fly Helps BERT Pre-training

How to make unsupervised language pre-training more efficient and less r...

0 Qiyu Wu, et al. ∙

∙ 02/12/2020

On Layer Normalization in the Transformer Architecture

The Transformer is widely used in natural language processing tasks. To ...

0 Ruibin Xiong, et al. ∙

∙ 12/03/2019

Distance-Based Learning from Errors for Confidence Calibration

Deep neural networks (DNNs) are poorly-calibrated when trained in conven...

0 Chen Xing, et al. ∙

∙ 02/19/2019

Adaptive Cross-Modal Few-Shot Learning

Metric-based meta-learning techniques have successfully been applied to ...

0 Chen Xing, et al. ∙

∙ 10/03/2018

PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report

This paper reviews the first challenge on efficient perceptual image enh...

2 Andrey Ignatov, et al. ∙

∙ 02/24/2018

A Walk with SGD

Exploring why stochastic gradient descent (SGD) based optimization metho...

0 Chen Xing, et al. ∙

∙ 10/31/2017

A Sequential Matching Framework for Multi-turn Response Selection in Retrieval-based Chatbots

We study the problem of response selection for multi-turn conversation i...

0 Yu Wu, et al. ∙

∙ 01/25/2017

Hierarchical Recurrent Attention Network for Response Generation

We study multi-turn response generation in chatbots where a response is ...

0 Chen Xing, et al. ∙

∙ 12/06/2016

Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots

We study response selection for multi-turn conversation in retrieval-bas...

0 Yu Wu, et al. ∙

∙ 11/02/2016

Detecting Context Dependent Messages in a Conversational Environment

While automatic response generation for building chatbot systems has dra...

0 Chaozhuo Li, et al. ∙

∙ 06/21/2016

Topic Aware Neural Response Generation

We consider incorporating topic information into the sequence-to-sequenc...

0 Chen Xing, et al. ∙

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