b'Kun Zhou'

research

∙ 08/07/2023

Learning Photometric Feature Transform for Free-form Object Scan

We propose a novel framework to automatically learn to aggregate and tra...

0 Xiang Feng, et al. ∙

research

∙ 07/21/2023

Alleviating the Long-Tail Problem in Conversational Recommender Systems

Conversational recommender systems (CRS) aim to provide the recommendati...

0 Zhipeng Zhao, et al. ∙

research

∙ 06/19/2023

JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving

Although pre-trained language models (PLMs) have recently advanced the r...

0 Wayne Xin Zhao, et al. ∙

research

∙ 06/10/2023

From NeRFLiX to NeRFLiX++: A General NeRF-Agnostic Restorer Paradigm

Neural radiance fields (NeRF) have shown great success in novel view syn...

0 Kun Zhou, et al. ∙

research

∙ 06/05/2023

Improving Conversational Recommendation Systems via Counterfactual Data Simulation

Conversational recommender systems (CRSs) aim to provide recommendation ...

0 Xiaolei Wang, et al. ∙

research

∙ 06/04/2023

Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning

Chain-of-thought prompting (CoT) and tool augmentation have been validat...

0 Beichen Zhang, et al. ∙

research

∙ 06/03/2023

BEDRF: Bidirectional Edge Diffraction Response Function for Interactive Sound Propagation

We introduce bidirectional edge diffraction response function (BEDRF), a...

0 Chunxiao Cao, et al. ∙

research

∙ 05/23/2023

ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models

Although large language models (LLMs) have achieved excellent performanc...

0 Zhipeng Chen, et al. ∙

research

∙ 05/17/2023

Evaluating Object Hallucination in Large Vision-Language Models

Inspired by the superior language abilities of large language models (LL...

0 Yifan Li, et al. ∙

research

∙ 05/16/2023

StructGPT: A General Framework for Large Language Model to Reason over Structured Data

In this paper, we study how to improve the zero-shot reasoning ability o...

0 Jinhao Jiang, et al. ∙

research

∙ 05/06/2023

Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation

Recently, continuous diffusion models (CDM) have been introduced into no...

0 Kun Zhou, et al. ∙

research

∙ 03/13/2023

NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer

Neural radiance fields (NeRF) show great success in novel view synthesis...

1 Kun Zhou, et al. ∙

research

∙ 03/12/2023

Diffusion Models for Non-autoregressive Text Generation: A Survey

Non-autoregressive (NAR) text generation has attracted much attention in...

0 Yifan Li, et al. ∙

research

∙ 12/15/2022

Visually-augmented pretrained language models for NLP tasks without images

Although pre-trained language models (PLMs) have shown impressive perfor...

0 Hangyu Guo, et al. ∙

research

∙ 12/15/2022

MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers

Dense retrieval aims to map queries and passages into low-dimensional ve...

0 Kun Zhou, et al. ∙

research

∙ 12/02/2022

UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph

Multi-hop Question Answering over Knowledge Graph (KGQA) aims to find th...

0 Jinhao Jiang, et al. ∙

research

∙ 11/25/2022

Mutual Guidance and Residual Integration for Image Enhancement

Previous studies show the necessity of global and local adjustment for i...

0 Kun Zhou, et al. ∙

research

∙ 11/08/2022

Fast GPU-Based Two-Way Continuous Collision Handling

Step-and-project is a popular way to simulate non-penetrated deformable ...

0 Tianyu Wang, et al. ∙

research

∙ 10/25/2022

Mixed Emotion Modelling for Emotional Voice Conversion

Emotional voice conversion (EVC) aims to convert the emotional state of ...

0 Kun Zhou, et al. ∙

research

∙ 10/21/2022

SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval

Sampling proper negatives from a large document pool is vital to effecti...

0 Kun Zhou, et al. ∙

research

∙ 08/11/2022

Speech Synthesis with Mixed Emotions

Emotional speech synthesis aims to synthesize human voices with various ...

0 Kun Zhou, et al. ∙

research

∙ 06/19/2022

Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning

Conversational recommender systems (CRS) aim to proactively elicit user ...

0 Xiaolei Wang, et al. ∙

research

∙ 06/13/2022

JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding

This paper aims to advance the mathematical intelligence of machines by ...

0 Wayne Xin Zhao, et al. ∙

research

∙ 05/09/2022

NeuralHDHair: Automatic High-fidelity Hair Modeling from a Single Image Using Implicit Neural Representations

Undoubtedly, high-fidelity 3D hair plays an indispensable role in digita...

5 Keyu Wu, et al. ∙

research

∙ 05/04/2022

Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models

Commonsense reasoning in natural language is a desired ability of artifi...

0 Jinhao Jiang, et al. ∙

research

∙ 05/03/2022

Predicting Loose-Fitting Garment Deformations Using Bone-Driven Motion Networks

We present a learning algorithm that uses bone-driven motion networks to...

10 Xiaoyu Pan, et al. ∙

research

∙ 05/02/2022

Debiased Contrastive Learning of Unsupervised Sentence Representations

Recently, contrastive learning has been shown to be effective in improvi...

0 Kun Zhou, et al. ∙

research

∙ 03/29/2022

MAT: Mask-Aware Transformer for Large Hole Image Inpainting

Recent studies have shown the importance of modeling long-range interact...

8 Wenbo Li, et al. ∙

research

∙ 03/29/2022

Efficient Reflectance Capture with a Deep Gated Mixture-of-Experts

We present a novel framework to efficiently acquire near-planar anisotro...

0 Xiaohe Ma, et al. ∙

research

∙ 03/20/2022

NeuralReshaper: Single-image Human-body Retouching with Deep Neural Networks

In this paper, we present NeuralReshaper, a novel method for semantic re...

0 Beijia Chen, et al. ∙

research

∙ 03/19/2022

Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation

For video frame interpolation (VFI), existing deep-learning-based approa...

0 Kun Zhou, et al. ∙

research

∙ 03/16/2022

DiFT: Differentiable Differential Feature Transform for Multi-View Stereo

We present a novel framework to automatically learn to transform the dif...

0 Kaizhang Kang, et al. ∙

research

∙ 02/28/2022

Filter-enhanced MLP is All You Need for Sequential Recommendation

Recently, deep neural networks such as RNN, CNN and Transformer have bee...

0 Kun Zhou, et al. ∙

research

∙ 02/03/2022

A Psychoacoustic Quality Criterion for Path-Traced Sound Propagation

In developing virtual acoustic environments, it is important to understa...

0 Chunxiao Cao, et al. ∙

research

∙ 01/10/2022

Emotion Intensity and its Control for Emotional Voice Conversion

Emotional voice conversion (EVC) seeks to convert the emotional state of...

6 Kun Zhou, et al. ∙

research

∙ 01/04/2022

C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System

Conversational recommender systems (CRS) aim to recommend suitable items...

9 Yuanhang Zhou, et al. ∙

research

∙ 11/30/2021

Revisiting Temporal Alignment for Video Restoration

Long-range temporal alignment is critical yet challenging for video rest...

4 Kun Zhou, et al. ∙

research

∙ 10/20/2021

Identity Conversion for Emotional Speakers: A Study for Disentanglement of Emotion Style and Speaker Identity

Expressive voice conversion performs identity conversion for emotional s...

0 Zongyang Du, et al. ∙

research

∙ 09/13/2021

Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models

Recent works have shown that powerful pre-trained language models (PLM) ...

0 Kun Zhou, et al. ∙

research

∙ 08/11/2021

GCN-Denoiser: Mesh Denoising with Graph Convolutional Networks

In this paper, we present GCN-Denoiser, a novel feature-preserving mesh ...

0 Yuefan Shen, et al. ∙

research

∙ 07/18/2021

Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals

A proactive dialogue system has the ability to proactively lead the conv...

0 Yutao Zhu, et al. ∙

research

∙ 07/08/2021

Expressive Voice Conversion: A Joint Framework for Speaker Identity and Emotional Style Transfer

Traditional voice conversion(VC) has been focused on speaker identity co...

0 Zongyang Du, et al. ∙

research

∙ 06/12/2021

Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top-N Recommendation

Due to the flexibility in modelling data heterogeneity, heterogeneous in...

0 Hui Wang, et al. ∙

research

∙ 05/31/2021

Emotional Voice Conversion: Theory, Databases and ESD

In this paper, we first provide a review of the state-of-the-art emotion...

0 Kun Zhou, et al. ∙

research

∙ 05/21/2021

LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and Beyond

Single image super-resolution (SISR) deals with a fundamental problem of...

10 Wenbo Li, et al. ∙

research

∙ 03/31/2021

Limited Data Emotional Voice Conversion Leveraging Text-to-Speech: Two-stage Sequence-to-Sequence Training

Emotional voice conversion (EVC) aims to change the emotional state of a...

0 Kun Zhou, et al. ∙

research

∙ 03/29/2021

Best-Buddy GANs for Highly Detailed Image Super-Resolution

We consider the single image super-resolution (SISR) problem, where a hi...

0 Wenbo Li, et al. ∙

research

∙ 03/27/2021

Learning Efficient Photometric Feature Transform for Multi-view Stereo

We present a novel framework to learn to convert the perpixel photometri...

0 Kaizhang Kang, et al. ∙

research

∙ 03/25/2021

BERT4SO: Neural Sentence Ordering by Fine-tuning BERT

Sentence ordering aims to arrange the sentences of a given text in the c...

0 Yutao Zhu, et al. ∙

research

∙ 03/09/2021

Understanding the Robustness of Skeleton-based Action Recognition under Adversarial Attack

Action recognition has been heavily employed in many applications such a...

0 Feixiang He, et al. ∙

Kun Zhou

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