b'Tao Yu'

research

∙ 09/13/2023

Dynamic Spectrum Mixer for Visual Recognition

Recently, MLP-based vision backbones have achieved promising performance...

0 Zhiqiang Hu, et al. ∙

research

∙ 09/04/2023

ImmersiveNeRF: Hybrid Radiance Fields for Unbounded Immersive Light Field Reconstruction

This paper proposes a hybrid radiance field representation for unbounded...

0 Xiaohang Yu, et al. ∙

research

∙ 08/29/2023

Empowering LLM to use Smartphone for Intelligent Task Automation

Mobile task automation is an attractive technique that aims to enable vo...

0 Hao Wen, et al. ∙

research

∙ 07/13/2023

DIALGEN: Collaborative Human-LM Generated Dialogues for Improved Understanding of Human-Human Conversations

Applications that could benefit from automatic understanding of human-hu...

0 Bo-Ru Lu, et al. ∙

research

∙ 06/21/2023

Fast Segment Anything

The recently proposed segment anything model (SAM) has made a significan...

0 Xu Zhao, et al. ∙

research

∙ 06/01/2023

Coneheads: Hierarchy Aware Attention

Attention networks such as transformers have achieved state-of-the-art p...

0 Albert Tseng, et al. ∙

research

∙ 05/24/2023

Shadow Cones: Unveiling Partial Orders in Hyperbolic Space

Hyperbolic space has been shown to produce superior low-dimensional embe...

0 Tao Yu, et al. ∙

research

∙ 05/23/2023

Generating Data for Symbolic Language with Large Language Models

While large language models (LLMs) bring not only performance but also c...

0 Jiacheng Ye, et al. ∙

research

∙ 05/01/2023

StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video

Face reenactment methods attempt to restore and re-animate portrait vide...

0 Lizhen Wang, et al. ∙

research

∙ 04/26/2023

Super-NeRF: View-consistent Detail Generation for NeRF super-resolution

The neural radiance field (NeRF) achieved remarkable success in modeling...

0 Yuqi Han, et al. ∙

research

∙ 04/24/2023

Learning Visibility Field for Detailed 3D Human Reconstruction and Relighting

Detailed 3D reconstruction and photo-realistic relighting of digital hum...

0 Ruichen Zheng, et al. ∙

research

∙ 04/13/2023

Inpaint Anything: Segment Anything Meets Image Inpainting

Modern image inpainting systems, despite the significant progress, often...

0 Tao Yu, et al. ∙

research

∙ 03/26/2023

ZBS: Zero-shot Background Subtraction via Instance-level Background Modeling and Foreground Selection

Background subtraction (BGS) aims to extract all moving objects in the v...

0 Yongqi An, et al. ∙

research

∙ 03/14/2023

Automated Self-Supervised Learning for Recommendation

Graph neural networks (GNNs) have emerged as the state-of-the-art paradi...

0 Lianghao Xia, et al. ∙

research

∙ 03/14/2023

TEA-PSE 3.0: Tencent-Ethereal-Audio-Lab Personalized Speech Enhancement System For ICASSP 2023 DNS Challenge

This paper introduces the Unbeatable Team's submission to the ICASSP 202...

0 Yukai Ju, et al. ∙

research

∙ 02/11/2023

Compositional Exemplars for In-context Learning

Large pretrained language models (LMs) have shown impressive In-Context ...

0 Jiacheng Ye, et al. ∙

research

∙ 01/19/2023

Batch Prompting: Efficient Inference with Large Language Model APIs

Performing inference on hundreds of thousands of samples with large lang...

0 Zhoujun Cheng, et al. ∙

research

∙ 12/10/2022

Realization Scheme for Visual Cryptography with Computer-generated Holograms

We propose to realize visual cryptography in an indirect way with the he...

0 Tao Yu, et al. ∙

research

∙ 11/29/2022

Coder Reviewer Reranking for Code Generation

Sampling diverse programs from a code language model and reranking with ...

0 Tianyi Zhang, et al. ∙

research

∙ 11/18/2022

Task Residual for Tuning Vision-Language Models

Large-scale vision-language models (VLMs) pre-trained on billion-level d...

0 Tao Yu, et al. ∙

research

∙ 11/10/2022

Speech Enhancement with Fullband-Subband Cross-Attention Network

FullSubNet has shown its promising performance on speech enhancement by ...

0 Jun Chen, et al. ∙

research

∙ 11/04/2022

Experiment of Multi-UAV Full-Duplex System Equipped with Directional Antennas

One of the key enablers for the realization of a variety of unmanned aer...

0 Tao Yu, et al. ∙

research

∙ 10/22/2022

ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback

Recently, dataset-generation-based zero-shot learning has shown promisin...

0 Jiacheng Ye, et al. ∙

research

∙ 10/21/2022

Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play

The task of context-dependent text-to-SQL aims to convert multi-turn use...

0 Qi Liu, et al. ∙

research

∙ 10/06/2022

Binding Language Models in Symbolic Languages

Though end-to-end neural approaches have recently been dominating NLP ta...

2 Zhoujun Cheng, et al. ∙

research

∙ 09/22/2022

Unified Joint Matrix-Monotonic Optimization of MIMO Training Sequences and Transceivers

Channel estimation and transmission constitute the most fundamental func...

0 Chengwen Xing, et al. ∙

research

∙ 09/19/2022

NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries

We develop NL2INTERFACE to explore the potential of generating usable in...

0 Yiru Chen, et al. ∙

research

∙ 09/10/2022

A Novel Energy Efficiency Metric for Next Generation Wireless Communication Networks

As a core performance metric for green communications, the conventional ...

0 Tao Yu, et al. ∙

research

∙ 07/18/2022

MCTensor: A High-Precision Deep Learning Library with Multi-Component Floating-Point

In this paper, we introduce MCTensor, a library based on PyTorch for pro...

0 Tao Yu, et al. ∙

research

∙ 07/11/2022

Geometry-aware Single-image Full-body Human Relighting

Single-image human relighting aims to relight a target human under new l...

0 Chaonan Ji, et al. ∙

research

∙ 07/03/2022

Asymptotic Uncertainty of False Discovery Proportion

Multiple testing has been a popular topic in statistical research. Altho...

0 Meng Mei, et al. ∙

research

∙ 06/25/2022

Design and Analysis of Robust Resilient Diffusion over Multi-Task Networks Against Byzantine Attacks

This paper studies distributed diffusion adaptation over clustered multi...

0 Tao Yu, et al. ∙

research

∙ 05/09/2022

SwinIQA: Learned Swin Distance for Compressed Image Quality Assessment

Image compression has raised widespread interest recently due to its sig...

0 Jianzhao Liu, et al. ∙

research

∙ 04/20/2022

GIMO: Gaze-Informed Human Motion Prediction in Context

Predicting human motion is critical for assistive robots and AR/VR appli...

5 Yang Zheng, et al. ∙

research

∙ 04/07/2022

ProbNVS: Fast Novel View Synthesis with Learned Probability-Guided Sampling

Existing state-of-the-art novel view synthesis methods rely on either fa...

0 Yuemei Zhou, et al. ∙

research

∙ 03/28/2022

Structured Local Radiance Fields for Human Avatar Modeling

It is extremely challenging to create an animatable clothed human avatar...

0 Zerong Zheng, et al. ∙

research

∙ 03/17/2022

Interacting Attention Graph for Single Image Two-Hand Reconstruction

Graph convolutional network (GCN) has achieved great success in single h...

9 Mengcheng Li, et al. ∙

research

∙ 03/16/2022

In-Context Learning for Few-Shot Dialogue State Tracking

Collecting and annotating task-oriented dialogues is time-consuming and ...

0 Yushi Hu, et al. ∙

research

∙ 03/04/2022

OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation

Light field disparity estimation is an essential task in computer vision...

4 Peng Li, et al. ∙

research

∙ 02/16/2022

ZeroGen: Efficient Zero-shot Learning via Dataset Generation

There is a growing interest in dataset generation recently due to the su...

18 Jiacheng Ye, et al. ∙

research

∙ 02/14/2022

HyLa: Hyperbolic Laplacian Features For Graph Learning

Due to its geometric properties, hyperbolic space can support high-fidel...

0 Tao Yu, et al. ∙

research

∙ 02/10/2022

Understanding Hyperdimensional Computing for Parallel Single-Pass Learning

Hyperdimensional computing (HDC) is an emerging learning paradigm that c...

0 Tao Yu, et al. ∙

research

∙ 02/03/2022

Context-Based MEC Platform for Augmented-Reality Services in 5G Networks

Augmented reality (AR) has drawn great attention in recent years. Howeve...

0 Yue Wang, et al. ∙

research

∙ 02/01/2022

Spectrum Sharing between Directional-Antenna- Equipped UAV System and Terrestrial Systems

Unmanned aerial vehicles (UAVs)-based applications, such as surveillance...

0 Tao Yu, et al. ∙

research

∙ 02/01/2022

Full-Duplex Aerial Communication System for Multiple UAVs with Directional Antennas

UAV-based wireless systems, such as wireless relay and remote sensing, h...

0 Tao Yu, et al. ∙

research

∙ 02/01/2022

Ground Experiment of Full-Duplex Multi-UAV System Enabled by Directional Antennas

A high performance multi-UAV communication system, which bridges multipl...

0 Tao Yu, et al. ∙

research

∙ 01/28/2022

Mask-based Latent Reconstruction for Reinforcement Learning

For deep reinforcement learning (RL) from pixels, learning effective sta...

0 Tao Yu, et al. ∙

research

∙ 01/20/2022

HDhuman: High-quality Human Performance Capture with Sparse Views

In this paper, we introduce HDhuman, a method that addresses the challen...

0 Tiansong Zhou, et al. ∙

research

∙ 12/19/2021

HVTR: Hybrid Volumetric-Textural Rendering for Human Avatars

We propose a novel neural rendering pipeline, Hybrid Volumetric-Textural...

0 Tao Hu, et al. ∙

research

∙ 11/16/2021

S-DCCRN: Super Wide Band DCCRN with learnable complex feature for speech enhancement

In speech enhancement, complex neural network has shown promising perfor...

0 Shubo Lv, et al. ∙

Tao Yu

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