b'Ting Liu'

research

∙ 09/08/2023

Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese

Large Language Models (LLMs) have demonstrated remarkable success in div...

0 Haochun Wang, et al. ∙

research

∙ 09/08/2023

Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification

Prompt-based classification adapts tasks to a cloze question format util...

0 Haochun Wang, et al. ∙

research

∙ 09/07/2023

Prompt-based Context- and Domain-aware Pretraining for Vision and Language Navigation

With strong representation capabilities, pretrained vision-language mode...

0 Ting Liu, et al. ∙

research

∙ 09/02/2023

Deep Deformable Models: Learning 3D Shape Abstractions with Part Consistency

The task of shape abstraction with semantic part consistency is challeng...

0 Di Liu, et al. ∙

research

∙ 08/26/2023

Class Binarization to NeuroEvolution for Multiclass Classification

Multiclass classification is a fundamental and challenging task in machi...

0 Gongjin Lan, et al. ∙

research

∙ 08/24/2023

A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions

Creating layouts is a fundamental step in graphic design. In this work, ...

0 Jiawei Lin, et al. ∙

research

∙ 08/22/2023

Learning from Semantic Alignment between Unpaired Multiviews for Egocentric Video Recognition

We are concerned with a challenging scenario in unpaired multiview video...

0 Qitong Wang, et al. ∙

research

∙ 08/15/2023

Through the Lens of Core Competency: Survey on Evaluation of Large Language Models

From pre-trained language model (PLM) to large language model (LLM), the...

0 Ziyu Zhuang, et al. ∙

research

∙ 08/10/2023

HGDNet: A Height-Hierarchy Guided Dual-Decoder Network for Single View Building Extraction and Height Estimation

Unifying the correlative single-view satellite image building extraction...

0 Chaoran Lu, et al. ∙

research

∙ 08/10/2023

Fine-grained building roof instance segmentation based on domain adapted pretraining and composite dual-backbone

The diversity of building architecture styles of global cities situated ...

0 Guozhang Liu, et al. ∙

research

∙ 07/17/2023

EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation

Transformer and its variants have been widely used for medical image seg...

0 Jiacheng Ruan, et al. ∙

research

∙ 07/06/2023

UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language

Decoding text stimuli from cognitive signals (e.g. fMRI) enhances our un...

0 Nuwa Xi, et al. ∙

research

∙ 06/09/2023

I run as fast as a rabbit, can you? A Multilingual Simile Dialogue Dataset

A simile is a figure of speech that compares two different things (calle...

0 Longxuan Ma, et al. ∙

research

∙ 05/19/2023

Examining the Inter-Consistency of Large Language Models: An In-depth Analysis via Debate

Large Language Models (LLMs) have demonstrated human-like intelligence a...

0 Kai Xiong, et al. ∙

research

∙ 05/12/2023

Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation

Causal reasoning ability is crucial for numerous NLP applications. Despi...

0 Jinglong Gao, et al. ∙

research

∙ 05/09/2023

CSED: A Chinese Semantic Error Diagnosis Corpus

Recently, much Chinese text error correction work has focused on Chinese...

0 Bo Sun, et al. ∙

research

∙ 04/25/2023

Learning Robust Deep Equilibrium Models

Deep equilibrium (DEQ) models have emerged as a promising class of impli...

0 Haoyu Chu, et al. ∙

research

∙ 04/19/2023

Learning Robust Visual-Semantic Embedding for Generalizable Person Re-identification

Generalizable person re-identification (Re-ID) is a very hot research to...

0 Suncheng Xiang, et al. ∙

research

∙ 04/14/2023

HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge

Large Language Models (LLMs), such as the LLaMA model, have demonstrated...

0 Haochun Wang, et al. ∙

research

∙ 04/10/2023

Monte Carlo Linear Clustering with Single-Point Supervision is Enough for Infrared Small Target Detection

Single-frame infrared small target (SIRST) detection aims at separating ...

0 Boyang Li, et al. ∙

research

∙ 03/16/2023

Steering Prototype with Prompt-tuning for Rehearsal-free Continual Learning

Prototype, as a representation of class embeddings, has been explored to...

2 Zhuowei Li, et al. ∙

research

∙ 02/27/2023

Do as You Say: Consistency Detection of Data Practice in Program Code and Privacy Policy in Mini-App

Mini-app is an emerging form of mobile application that combines web tec...

0 Yin Wang, et al. ∙

research

∙ 02/16/2023

CluCDD:Contrastive Dialogue Disentanglement via Clustering

A huge number of multi-participant dialogues happen online every day, wh...

0 Jingsheng Gao, et al. ∙

research

∙ 01/25/2023

BDMMT: Backdoor Sample Detection for Language Models through Model Mutation Testing

Deep neural networks (DNNs) and natural language processing (NLP) system...

0 Jiali Wei, et al. ∙

research

∙ 11/20/2022

Learning to Generate Image Embeddings with User-level Differential Privacy

Small on-device models have been successfully trained with user-level di...

0 Zheng Xu, et al. ∙

research

∙ 11/10/2022

LERT: A Linguistically-motivated Pre-trained Language Model

Pre-trained Language Model (PLM) has become a representative foundation ...

0 Yiming Cui, et al. ∙

research

∙ 11/09/2022

An Empirical Study on Clustering Pretrained Embeddings: Is Deep Strictly Better?

Recent research in clustering face embeddings has found that unsupervise...

0 Tyler R. Scott, et al. ∙

research

∙ 11/03/2022

MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation

Recently, some pioneering works have preferred applying more complex mod...

0 Jiacheng Ruan, et al. ∙

research

∙ 11/02/2022

Deep Multimodal Fusion for Generalizable Person Re-identification

Person re-identification plays a significant role in realistic scenarios...

0 Suncheng Xiang, et al. ∙

research

∙ 10/27/2022

Comparing One with Many – Solving Binary2source Function Matching Under Function Inlining

Binary2source function matching is a fundamental task for many security ...

0 Ang Jia, et al. ∙

research

∙ 10/25/2022

MEW-UNet: Multi-axis representation learning in frequency domain for medical image segmentation

Recently, Visual Transformer (ViT) has been widely used in various field...

0 Jiacheng Ruan, et al. ∙

research

∙ 09/28/2022

MTU-Net: Multi-level TransUNet for Space-based Infrared Tiny Ship Detection

Space-based infrared tiny ship detection aims at separating tiny ships f...

15 Tianhao Wu, et al. ∙

research

∙ 09/14/2022

Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words

Prompt-based fine-tuning for pre-trained models has proven effective for...

5 Haochun Wang, et al. ∙

research

∙ 08/17/2022

SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation

This paper introduces a novel Self-supervised Fine-grained Dialogue Eval...

0 Longxuan Ma, et al. ∙

research

∙ 08/14/2022

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

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

0 Bowen Chen, et al. ∙

research

∙ 05/22/2022

A Graph Enhanced BERT Model for Event Prediction

Predicting the subsequent event for an existing event context is an impo...

0 Li Du, et al. ∙

research

∙ 05/16/2022

Explanation-Guided Fairness Testing through Genetic Algorithm

The fairness characteristic is a critical attribute of trusted AI system...

0 Ming Fan, et al. ∙

research

∙ 05/12/2022

e-CARE: a New Dataset for Exploring Explainable Causal Reasoning

Understanding causality has vital importance for various Natural Languag...

0 Li Du, et al. ∙

research

∙ 04/15/2022

Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition

Existing Chinese text error detection mainly focuses on spelling and sim...

0 Bo Sun, et al. ∙

research

∙ 03/15/2022

Surrogate Gap Minimization Improves Sharpness-Aware Training

The recently proposed Sharpness-Aware Minimization (SAM) improves genera...

1 Juntang Zhuang, et al. ∙

research

∙ 03/14/2022

CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment

CLIP has shown a remarkable zero-shot capability on a wide range of visi...

0 Haoyu Song, et al. ∙

research

∙ 03/14/2022

PERT: Pre-training BERT with Permuted Language Model

Pre-trained Language Models (PLMs) have been widely used in various natu...

0 Yiming Cui, et al. ∙

research

∙ 01/20/2022

LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training

Language-based environment manipulation requires agents to manipulate th...

0 Qi Shi, et al. ∙

research

∙ 01/19/2022

Hiding Data in Colors: Secure and Lossless Deep Image Steganography via Conditional Invertible Neural Networks

Deep image steganography is a data hiding technology that conceal data i...

0 Yanzhen Ren, et al. ∙

research

∙ 01/14/2022

A Semantic Web Technology Index

Semantic Web (SW) technology has been widely applied to many domains suc...

0 Gongjin Lan, et al. ∙

research

∙ 12/24/2021

One-to-One or One-to-many? What function inlining brings to binary2source similarity analysis

Binary2source code matching is critical to many code-reuse-related tasks...

0 Ang Jia, et al. ∙

research

∙ 12/11/2021

COMPOSER: Compositional Learning of Group Activity in Videos

Group Activity Recognition (GAR) detects the activity performed by a gro...

14 Honglu Zhou, et al. ∙

research

∙ 10/13/2021

One to Multiple Mapping Dual Learning: Learning Multiple Sources from One Mixed Signal

Single channel blind source separation (SCBSS) refers to separate multip...

0 Ting Liu, et al. ∙

research

∙ 10/11/2021

VTBR: Semantic-based Pretraining for Person Re-Identification

Pretraining is a dominant paradigm in computer vision. Generally, superv...

0 Suncheng Xiang, et al. ∙

research

∙ 09/22/2021

Less is More: Learning from Synthetic Data with Fine-grained Attributes for Person Re-Identification

Person re-identification (re-ID) plays an important role in applications...

0 Suncheng Xiang, et al. ∙

Ting Liu

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