b'Jie Zhou'

research

∙ 09/21/2023

TCOVIS: Temporally Consistent Online Video Instance Segmentation

In recent years, significant progress has been made in video instance se...

0 Junlong Li, et al. ∙

research

∙ 09/12/2023

GA-Sketching: Shape Modeling from Multi-View Sketching with Geometry-Aligned Deep Implicit Functions

Sketch-based shape modeling aims to bridge the gap between 2D drawing an...

0 Jie Zhou, et al. ∙

research

∙ 09/09/2023

Towards Better Multi-modal Keyphrase Generation via Visual Entity Enhancement and Multi-granularity Image Noise Filtering

Multi-modal keyphrase generation aims to produce a set of keyphrases tha...

0 Yifan Dong, et al. ∙

research

∙ 09/08/2023

AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation

Self-supervised masked image modeling has shown promising results on nat...

0 Xiangtao Wang, et al. ∙

research

∙ 09/07/2023

On Large Language Models' Selection Bias in Multi-Choice Questions

Multi-choice questions (MCQs) serve as a common yet important task forma...

0 Chujie Zheng, et al. ∙

research

∙ 08/31/2023

PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy Prediction

Semantic segmentation in autonomous driving has been undergoing an evolu...

0 Sicheng Zuo, et al. ∙

research

∙ 08/24/2023

Improving Translation Faithfulness of Large Language Models via Augmenting Instructions

Large Language Models (LLMs) present strong general capabilities, and a ...

0 Yijie Chen, et al. ∙

research

∙ 08/23/2023

Instruction Position Matters in Sequence Generation with Large Language Models

Large language models (LLMs) are capable of performing conditional seque...

0 Yijin Liu, et al. ∙

research

∙ 08/21/2023

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents

Autonomous agents empowered by Large Language Models (LLMs) have undergo...

0 Weize Chen, et al. ∙

research

∙ 08/17/2023

An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning

Catastrophic forgetting (CF) is a phenomenon that occurs in machine lear...

0 Yun Luo, et al. ∙

research

∙ 08/06/2023

Towards Multiple References Era – Addressing Data Leakage and Limited Reference Diversity in NLG Evaluation

N-gram matching-based evaluation metrics, such as BLEU and chrF, are wid...

0 Xianfeng Zeng, et al. ∙

research

∙ 08/05/2023

EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education

EduChat (https://www.educhat.top/) is a large-scale language model (LLM)...

0 Yuhao Dan, et al. ∙

research

∙ 08/01/2023

Human-M3: A Multi-view Multi-modal Dataset for 3D Human Pose Estimation in Outdoor Scenes

3D human pose estimation in outdoor environments has garnered increasing...

0 Bohao Fan, et al. ∙

research

∙ 07/31/2023

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Despite the advancements of open-source large language models (LLMs) and...

0 Yujia Qin, et al. ∙

research

∙ 07/29/2023

Towards Codable Text Watermarking for Large Language Models

As large language models (LLMs) generate texts with increasing fluency a...

0 Lean Wang, et al. ∙

research

∙ 07/27/2023

Take-A-Photo: 3D-to-2D Generative Pre-training of Point Cloud Models

With the overwhelming trend of mask image modeling led by MAE, generativ...

0 Ziyi Wang, et al. ∙

research

∙ 07/10/2023

TIM: Teaching Large Language Models to Translate with Comparison

Open-sourced large language models (LLMs) have demonstrated remarkable e...

0 Jiali Zeng, et al. ∙

research

∙ 07/01/2023

Partial Linear Cox Model with Deep ReLU Networks for Interval-Censored Failure Time Data

The partial linear Cox model for interval-censoring is well-studied unde...

0 Jie Zhou, et al. ∙

research

∙ 06/13/2023

Soft Language Clustering for Multilingual Model Pre-training

Multilingual pre-trained language models have demonstrated impressive (z...

0 Jiali Zeng, et al. ∙

research

∙ 05/30/2023

Towards Accurate Data-free Quantization for Diffusion Models

In this paper, we propose an accurate data-free post-training quantizati...

0 Changyuan Wang, et al. ∙

research

∙ 05/28/2023

Emergent Modularity in Pre-trained Transformers

This work examines the presence of modularity in pre-trained Transformer...

0 Zhengyan Zhang, et al. ∙

research

∙ 05/28/2023

Plug-and-Play Knowledge Injection for Pre-trained Language Models

Injecting external knowledge can improve the performance of pre-trained ...

0 Zhengyan Zhang, et al. ∙

research

∙ 05/28/2023

Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning

Parameter-efficient tuning methods (PETs) have achieved promising result...

0 Weize Chen, et al. ∙

research

∙ 05/23/2023

Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning

In-context learning (ICL) emerges as a promising capability of large lan...

0 Lean Wang, et al. ∙

research

∙ 05/22/2023

Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model

Pretrained language models have achieved remarkable success in various n...

0 Xiao Wang, et al. ∙

research

∙ 05/22/2023

D^2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization

Many-to-many multimodal summarization (M^3S) task aims to generate summa...

0 Yunlong Liang, et al. ∙

research

∙ 05/21/2023

A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition

Existing models for named entity recognition (NER) are mainly based on l...

0 Limao Xiong, et al. ∙

research

∙ 05/20/2023

Mitigating Catastrophic Forgetting in Task-Incremental Continual Learning with Adaptive Classification Criterion

Task-incremental continual learning refers to continually training a mod...

0 Yun Luo, et al. ∙

research

∙ 05/20/2023

GFDC: A Granule Fusion Density-Based Clustering with Evidential Reasoning

Currently, density-based clustering algorithms are widely applied becaus...

0 Mingjie Cai, et al. ∙

research

∙ 05/18/2023

VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks

Large language models (LLMs) have notably accelerated progress towards a...

0 Wenhai Wang, et al. ∙

research

∙ 05/17/2023

Personality Understanding of Fictional Characters during Book Reading

Comprehending characters' personalities is a crucial aspect of story rea...

0 Mo Yu, et al. ∙

research

∙ 05/16/2023

Towards Unifying Multi-Lingual and Cross-Lingual Summarization

To adapt text summarization to the multilingual world, previous work pro...

0 Jiaan Wang, et al. ∙

research

∙ 05/15/2023

Recyclable Tuning for Continual Pre-training

Continual pre-training is the paradigm where pre-trained language models...

0 Yujia Qin, et al. ∙

research

∙ 05/13/2023

RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training

Multilingual vision-language (V L) pre-training has achieved remarkabl...

0 Chulun Zhou, et al. ∙

research

∙ 05/11/2023

WebCPM: Interactive Web Search for Chinese Long-form Question Answering

Long-form question answering (LFQA) aims at answering complex, open-ende...

0 Yujia Qin, et al. ∙

research

∙ 05/11/2023

WeLayout: WeChat Layout Analysis System for the ICDAR 2023 Competition on Robust Layout Segmentation in Corporate Documents

In this paper, we introduce WeLayout, a novel system for segmenting the ...

0 Mingliang Zhang, et al. ∙

research

∙ 05/10/2023

Investigating Forgetting in Pre-Trained Representations Through Continual Learning

Representation forgetting refers to the drift of contextualized represen...

0 Yun Luo, et al. ∙

research

∙ 05/08/2023

Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias

Pre-trained Language Models (PLMs) may be poisonous with backdoors or bi...

0 Zhiyuan Zhang, et al. ∙

research

∙ 05/06/2023

Attacking Pre-trained Recommendation

Recently, a series of pioneer studies have shown the potency of pre-trai...

0 Yiqing Wu, et al. ∙

research

∙ 05/05/2023

DSPDet3D: Dynamic Spatial Pruning for 3D Small Object Detection

In this paper, we propose a new detection framework for 3D small object ...

0 Xiuwei Xu, et al. ∙

research

∙ 05/04/2023

BranchNorm: Robustly Scaling Extremely Deep Transformers

Recently, DeepNorm scales Transformers into extremely deep (i.e., 1000 l...

0 Yijin Liu, et al. ∙

research

∙ 05/04/2023

Unified Model Learning for Various Neural Machine Translation

Existing neural machine translation (NMT) studies mainly focus on develo...

2 Yunlong Liang, et al. ∙

research

∙ 04/13/2023

Learning Accurate Performance Predictors for Ultrafast Automated Model Compression

In this paper, we propose an ultrafast automated model compression frame...

0 Ziwei Wang, et al. ∙

research

∙ 04/11/2023

Triple Sequence Learning for Cross-domain Recommendation

Cross-domain recommendation (CDR) aims to leverage the users' behaviors ...

0 Haokai Ma, et al. ∙

research

∙ 03/27/2023

Binarizing Sparse Convolutional Networks for Efficient Point Cloud Analysis

In this paper, we propose binary sparse convolutional networks called BS...

0 Xiuwei Xu, et al. ∙

research

∙ 03/23/2023

Efficient Meshy Neural Fields for Animatable Human Avatars

Efficiently digitizing high-fidelity animatable human avatars from video...

0 Xiaoke Huang, et al. ∙

research

∙ 03/18/2023

A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models

GPT series models, such as GPT-3, CodeX, InstructGPT, ChatGPT, and so on...

0 Junjie Ye, et al. ∙

research

∙ 03/16/2023

SurroundOcc: Multi-Camera 3D Occupancy Prediction for Autonomous Driving

3D scene understanding plays a vital role in vision-based autonomous dri...

0 Yi Wei, et al. ∙

research

∙ 03/14/2023

Precise Facial Landmark Detection by Reference Heatmap Transformer

Most facial landmark detection methods predict landmarks by mapping the ...

0 Jun Wan, et al. ∙

research

∙ 03/07/2023

Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Recently, the emergence of ChatGPT has attracted wide attention from the...

0 Jiaan Wang, et al. ∙

Jie Zhou

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