b'Chen Qian'

research

∙ 08/28/2023

GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition

Multi-Label Image Recognition (MLIR) is a challenging task that aims to ...

0 Ruijie Yao, 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

∙ 08/21/2023

CoNe: Contrast Your Neighbours for Supervised Image Classification

Image classification is a longstanding problem in computer vision and ma...

0 Mingkai Zheng, et al. ∙

research

∙ 08/13/2023

SimMatchV2: Semi-Supervised Learning with Graph Consistency

Semi-Supervised image classification is one of the most fundamental prob...

0 Mingkai Zheng, et al. ∙

research

∙ 08/11/2023

Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow

Virtual try-on is a critical image synthesis task that aims to transfer ...

0 Junhong Gou, et al. ∙

research

∙ 07/16/2023

Communicative Agents for Software Development

Software engineering is a domain characterized by intricate decision-mak...

0 Chen Qian, et al. ∙

research

∙ 07/14/2023

Can Large Language Models Empower Molecular Property Prediction?

Molecular property prediction has gained significant attention due to it...

0 Chen Qian, et al. ∙

research

∙ 05/22/2023

RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars

Synthesizing high-fidelity head avatars is a central problem for compute...

3 Dongwei Pan, et al. ∙

research

∙ 04/21/2023

Can GPT-4 Perform Neural Architecture Search?

We investigate the potential of GPT-4~\cite{gpt4} to perform Neural Arch...

0 Mingkai Zheng, et al. ∙

research

∙ 03/30/2023

SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling

Synthetic data has emerged as a promising source for 3D human research a...

1 Zhitao Yang, et al. ∙

research

∙ 03/24/2023

Deformable Model Driven Neural Rendering for High-fidelity 3D Reconstruction of Human Heads Under Low-View Settings

We propose a robust method for learning neural implicit functions that c...

0 Baixin Xu, et al. ∙

research

∙ 03/08/2023

Towards Practical Autonomous Flight Simulation for Flapping Wing Biomimetic Robots with Experimental Validation

Tried-and-true flapping wing robot simulation is essential in developing...

0 Chen Qian, et al. ∙

research

∙ 01/18/2023

OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation

Recent advances in modeling 3D objects mostly rely on synthetic datasets...

3 Tong Wu, et al. ∙

research

∙ 12/29/2022

A Dynamics Theory of Implicit Regularization in Deep Low-Rank Matrix Factorization

Implicit regularization is an important way to interpret neural networks...

0 Jian Cao, et al. ∙

research

∙ 12/19/2022

Adaptive Control of Client Selection and Gradient Compression for Efficient Federated Learning

Federated learning (FL) allows multiple clients cooperatively train mode...

0 Zhida Jiang, et al. ∙

research

∙ 12/05/2022

Adaptive Configuration for Heterogeneous Participants in Decentralized Federated Learning

Data generated at the network edge can be processed locally by leveragin...

0 Yunming Liao, et al. ∙

research

∙ 10/23/2022

A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance Imaging

Recent deep learning is superior in providing high-quality images and ul...

0 Zi Wang, et al. ∙

research

∙ 10/20/2022

Physics-informed deep diffusion MRI reconstruction: break the bottleneck of training data in artificial intelligence

In this work, we propose a Physics-Informed Deep Diffusion magnetic reso...

0 Chen Qian, et al. ∙

research

∙ 10/05/2022

Weak-shot Semantic Segmentation via Dual Similarity Transfer

Semantic segmentation is an important and prevalent task, but severely s...

11 Junjie Chen, et al. ∙

research

∙ 09/20/2022

Iterative Poisson Surface Reconstruction (iPSR) for Unoriented Points

Poisson surface reconstruction (PSR) remains a popular technique for rec...

0 Fei Hou, et al. ∙

research

∙ 08/23/2022

ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild

This paper investigates the task of 2D whole-body human pose estimation,...

6 Lumin Xu, et al. ∙

research

∙ 08/16/2022

PoseTrans: A Simple Yet Effective Pose Transformation Augmentation for Human Pose Estimation

Human pose estimation aims to accurately estimate a wide variety of huma...

0 Wentao Jiang, et al. ∙

research

∙ 07/22/2022

3D Interacting Hand Pose Estimation by Hand De-occlusion and Removal

Estimating 3D interacting hand pose from a single RGB image is essential...

7 Hao Meng, et al. ∙

research

∙ 07/21/2022

Pose for Everything: Towards Category-Agnostic Pose Estimation

Existing works on 2D pose estimation mainly focus on a certain category,...

6 Lumin Xu, et al. ∙

research

∙ 07/19/2022

Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation

Weakly supervised point cloud segmentation, i.e. semantically segmenting...

0 Zhonghua Wu, et al. ∙

research

∙ 07/19/2022

Structure-aware Editable Morphable Model for 3D Facial Detail Animation and Manipulation

Morphable models are essential for the statistical modeling of 3D faces....

0 Jingwang Ling, et al. ∙

research

∙ 07/15/2022

ScaleNet: Searching for the Model to Scale

Recently, community has paid increasing attention on model scaling and c...

0 Jiyang Xie, et al. ∙

research

∙ 07/12/2022

LightViT: Towards Light-Weight Convolution-Free Vision Transformers

Vision transformers (ViTs) are usually considered to be less light-weigh...

0 Tao Huang, et al. ∙

research

∙ 07/12/2022

HEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors

Conventional knowledge distillation (KD) methods for object detection ma...

0 Luting Wang, et al. ∙

research

∙ 06/30/2022

Submission to Generic Event Boundary Detection Challenge@CVPR 2022: Local Context Modeling and Global Boundary Decoding Approach

Generic event boundary detection (GEBD) is an important yet challenging ...

0 Jiaqi Tang, et al. ∙

research

∙ 05/26/2022

Green Hierarchical Vision Transformer for Masked Image Modeling

We present an efficient approach for Masked Image Modeling (MIM) with hi...

0 Lang Huang, et al. ∙

research

∙ 05/21/2022

Knowledge Distillation from A Stronger Teacher

Unlike existing knowledge distillation methods focus on the baseline set...

0 Tao Huang, et al. ∙

research

∙ 04/25/2022

StyleGAN-Human: A Data-Centric Odyssey of Human Generation

Unconditional human image generation is an important task in vision and ...

8 Jianglin Fu, et al. ∙

research

∙ 04/25/2022

Generalizable Neural Performer: Learning Robust Radiance Fields for Human Novel View Synthesis

This work targets at using a general deep learning framework to synthesi...

1 Wei Cheng, et al. ∙

research

∙ 04/25/2022

Joint-Modal Label Denoising for Weakly-Supervised Audio-Visual Video Parsing

This paper focuses on the weakly-supervised audio-visual video parsing t...

2 Haoyue Cheng, et al. ∙

research

∙ 04/24/2022

Simulating Fluids in Real-World Still Images

In this work, we tackle the problem of real-world fluid animation from a...

6 Siming Fan, et al. ∙

research

∙ 04/19/2022

Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer

Vision transformers have achieved great successes in many computer visio...

9 Wang Zeng, et al. ∙

research

∙ 04/15/2022

A Keypoint-based Global Association Network for Lane Detection

Lane detection is a challenging task that requires predicting complex to...

0 Jinsheng Wang, et al. ∙

research

∙ 04/10/2022

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition

Context-aware decision support in the operating room can foster surgical...

32 Chinedu Innocent Nwoye, et al. ∙

research

∙ 03/28/2022

Learning Where to Learn in Cross-View Self-Supervised Learning

Self-supervised learning (SSL) has made enormous progress and largely na...

0 Lang Huang, et al. ∙

research

∙ 03/25/2022

Searching for Network Width with Bilaterally Coupled Network

Searching for a more compact network width recently serves as an effecti...

0 Xiu Su, et al. ∙

research

∙ 03/24/2022

Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory

Driving 3D characters to dance following a piece of music is highly chal...

0 Li Siyao, et al. ∙

research

∙ 03/24/2022

DyRep: Bootstrapping Training with Dynamic Re-parameterization

Structural re-parameterization (Rep) methods achieve noticeable improvem...

0 Tao Huang, et al. ∙

research

∙ 03/16/2022

Relational Self-Supervised Learning

Self-supervised Learning (SSL) including the mainstream contrastive lear...

0 Mingkai Zheng, et al. ∙

research

∙ 03/14/2022

SimMatch: Semi-supervised Learning with Similarity Matching

Learning with few labeled data has been a longstanding problem in the co...

0 Mingkai Zheng, et al. ∙

research

∙ 01/21/2022

Pseudo-Labeled Auto-Curriculum Learning for Semi-Supervised Keypoint Localization

Localizing keypoints of an object is a basic visual problem. However, su...

7 Can Wang, et al. ∙

research

∙ 12/12/2021

Efficient and Reliable Overlay Networks for Decentralized Federated Learning

We propose near-optimal overlay networks based on d-regular expander gra...

0 Yifan Hua, et al. ∙

research

∙ 12/09/2021

Progressive Attention on Multi-Level Dense Difference Maps for Generic Event Boundary Detection

Generic event boundary detection is an important yet challenging task in...

0 Jiaqi Tang, et al. ∙

research

∙ 12/09/2021

One-dimensional Deep Low-rank and Sparse Network for Accelerated MRI

Deep learning has shown astonishing performance in accelerated magnetic ...

13 Zi Wang, et al. ∙

research

∙ 11/25/2021

Exploring Versatile Prior for Human Motion via Motion Frequency Guidance

Prior plays an important role in providing the plausible constraint on h...

0 Jiachen Xu, et al. ∙

Chen Qian

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