b'Shijian Lu'

research

∙ 09/02/2023

Domain Generalization via Balancing Training Difficulty and Model Capability

Domain generalization (DG) aims to learn domain-generalizable models fro...

0 Xueying Jiang, et al. ∙

research

∙ 08/29/2023

Pose-Free Neural Radiance Fields via Implicit Pose Regularization

Pose-free neural radiance fields (NeRF) aim to train NeRF with unposed m...

0 Jiahui Zhang, et al. ∙

research

∙ 08/25/2023

Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory

Black-box unsupervised domain adaptation (UDA) learns with source predic...

0 Jingyi Zhang, et al. ∙

research

∙ 08/09/2023

WaveNeRF: Wavelet-based Generalizable Neural Radiance Fields

Neural Radiance Field (NeRF) has shown impressive performance in novel v...

0 Muyu Xu, et al. ∙

research

∙ 07/14/2023

One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching

One-shot skeleton action recognition, which aims to learn a skeleton act...

0 Siyuan Yang, et al. ∙

research

∙ 06/29/2023

Prompt Ensemble Self-training for Open-Vocabulary Domain Adaptation

Traditional domain adaptation assumes the same vocabulary across source ...

0 Jiaxing Huang, et al. ∙

research

∙ 05/31/2023

A Survey of Label-Efficient Deep Learning for 3D Point Clouds

In the past decade, deep neural networks have achieved significant progr...

0 Aoran Xiao, et al. ∙

research

∙ 05/23/2023

3D Open-vocabulary Segmentation with Foundation Models

Open-vocabulary segmentation of 3D scenes is a fundamental function of h...

0 Kunhao Liu, et al. ∙

research

∙ 04/18/2023

Audio-Driven Talking Face Generation with Diverse yet Realistic Facial Animations

Audio-driven talking face generation, which aims to synthesize talking f...

0 Rongliang Wu, et al. ∙

research

∙ 04/18/2023

POCE: Pose-Controllable Expression Editing

Facial expression editing has attracted increasing attention with the ad...

0 Rongliang Wu, et al. ∙

research

∙ 04/18/2023

Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization

3D Skeleton-based human action recognition has attracted increasing atte...

0 Siyuan Yang, et al. ∙

research

∙ 04/05/2023

Face Transformer: Towards High Fidelity and Accurate Face Swapping

Face swapping aims to generate swapped images that fuse the identity of ...

0 Kaiwen Cui, et al. ∙

research

∙ 04/03/2023

3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds

Robust point cloud parsing under all-weather conditions is crucial to le...

0 Aoran Xiao, et al. ∙

research

∙ 04/03/2023

Vision-Language Models for Vision Tasks: A Survey

Most visual recognition studies rely heavily on crowd-labelled data in d...

0 Jingyi Zhang, et al. ∙

research

∙ 03/19/2023

StyleRF: Zero-shot 3D Style Transfer of Neural Radiance Fields

3D style transfer aims to render stylized novel views of a 3D scene with...

0 Kunhao Liu, et al. ∙

research

∙ 03/14/2023

Modeling Continuous Motion for 3D Point Cloud Object Tracking

The task of 3D single object tracking (SOT) with LiDAR point clouds is c...

0 Zhipeng Luo, et al. ∙

research

∙ 03/11/2023

Regularized Vector Quantization for Tokenized Image Synthesis

Quantizing images into discrete representations has been a fundamental p...

0 Jiahui Zhang, et al. ∙

research

∙ 03/11/2023

FAC: 3D Representation Learning via Foreground Aware Feature Contrast

Contrastive learning has recently demonstrated great potential for unsup...

1 Kangcheng Liu, et al. ∙

research

∙ 02/28/2023

Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger

Recent deep-learning-based compression methods have achieved superior pe...

0 Yi Yu, et al. ∙

research

∙ 12/15/2022

DETR4D: Direct Multi-View 3D Object Detection with Sparse Attention

3D object detection with surround-view images is an essential task for a...

0 Zhipeng Luo, et al. ∙

research

∙ 12/01/2022

Domain Adaptive Scene Text Detection via Subcategorization

Most existing scene text detectors require large-scale training data whi...

0 Zichen Tian, et al. ∙

research

∙ 08/24/2022

Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors

Multi-scale features have been proven highly effective for object detect...

0 Gongjie Zhang, et al. ∙

research

∙ 08/10/2022

Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer

With the prevalence of LiDAR sensors in autonomous driving, 3D object tr...

0 Zhipeng Luo, et al. ∙

research

∙ 08/04/2022

Latent Multi-Relation Reasoning for GAN-Prior based Image Super-Resolution

Recently, single image super-resolution (SR) under large scaling factors...

0 Jiahui Zhang, et al. ∙

research

∙ 08/04/2022

TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection

3D object detection using point clouds has attracted increasing attentio...

0 Zhipeng Luo, et al. ∙

research

∙ 07/30/2022

PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds

LiDAR point clouds, which are usually scanned by rotating LiDAR sensors ...

0 Aoran Xiao, et al. ∙

research

∙ 07/30/2022

Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation Exploitation

Few-shot object detection has been extensively investigated by incorpora...

29 Gongjie Zhang, et al. ∙

research

∙ 07/28/2022

Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature Fusion

The recently proposed DEtection TRansformer (DETR) has established a ful...

14 Gongjie Zhang, et al. ∙

research

∙ 07/26/2022

Contextual Text Block Detection towards Scene Text Understanding

Most existing scene text detectors focus on detecting characters or word...

0 Chuhui Xue, et al. ∙

research

∙ 07/21/2022

Auto-regressive Image Synthesis with Integrated Quantization

Deep generative models have achieved conspicuous progress in realistic i...

0 Fangneng Zhan, et al. ∙

research

∙ 07/06/2022

Towards Counterfactual Image Manipulation via CLIP

Leveraging StyleGAN's expressivity and its disentangled latent codes, ex...

0 Yingchen Yu, et al. ∙

research

∙ 07/06/2022

VMRF: View Matching Neural Radiance Fields

Neural Radiance Fields (NeRF) have demonstrated very impressive performa...

8 Jiahui Zhang, et al. ∙

research

∙ 07/06/2022

Domain Adaptive Video Segmentation via Temporal Pseudo Supervision

Video semantic segmentation has achieved great progress under the superv...

0 Yun Xing, et al. ∙

research

∙ 06/30/2022

Hierarchical Mask Calibration for Unified Domain Adaptive Panoptic Segmentation

Domain adaptive panoptic segmentation aims to mitigate data annotation c...

0 Jingyi Zhang, et al. ∙

research

∙ 04/01/2022

Marginal Contrastive Correspondence for Guided Image Generation

Exemplar-based image translation establishes dense correspondences betwe...

0 Fangneng Zhan, et al. ∙

research

∙ 03/18/2022

Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation

Semi-supervised semantic segmentation learns from small amounts of label...

0 Dayan Guan, et al. ∙

research

∙ 03/18/2022

Fourier Document Restoration for Robust Document Dewarping and Recognition

State-of-the-art document dewarping techniques learn to predict 3-dimens...

0 Chuhui Xue, et al. ∙

research

∙ 03/17/2022

Modulated Contrast for Versatile Image Synthesis

Perceiving the similarity between images has been a long-standing and fu...

0 Fangneng Zhan, et al. ∙

research

∙ 03/14/2022

Accelerating DETR Convergence via Semantic-Aligned Matching

The recently developed DEtection TRansformer (DETR) establishes a new ob...

0 Gongjie Zhang, et al. ∙

research

∙ 03/08/2022

Language Matters: A Weakly Supervised Pre-training Approach for Scene Text Detection and Spotting

Recently, Vision-Language Pre-training (VLP) techniques have greatly ben...

0 Chuhui Xue, et al. ∙

research

∙ 02/28/2022

Unsupervised Representation Learning for Point Clouds: A Survey

Point cloud data have been widely explored due to its superior accuracy ...

0 Aoran Xiao, et al. ∙

research

∙ 01/28/2022

Dual Learning Music Composition and Dance Choreography

Music and dance have always co-existed as pillars of human activities, c...

0 Shuang Wu, et al. ∙

research

∙ 12/30/2021

Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction

Predicting human motion from historical pose sequence is crucial for a m...

5 Zhenguang Liu, et al. ∙

research

∙ 12/27/2021

Multimodal Image Synthesis and Editing: A Survey

As information exists in various modalities in real world, effective int...

223 Fangneng Zhan, et al. ∙

research

∙ 12/06/2021

PTTR: Relational 3D Point Cloud Object Tracking with Transformer

In a point cloud sequence, 3D object tracking aims to predict the locati...

0 Changqing Zhou, et al. ∙

research

∙ 12/03/2021

Music-to-Dance Generation with Optimal Transport

Dance choreography for a piece of music is a challenging task, having to...

0 Shuang Wu, et al. ∙

research

∙ 10/07/2021

Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data

Unsupervised domain adaptation aims to align a labeled source domain and...

0 Jiaxing Huang, et al. ∙

research

∙ 10/04/2021

GenCo: Generative Co-training on Data-Limited Image Generation

Training effective Generative Adversarial Networks (GANs) requires large...

0 Kaiwen Cui, et al. ∙

research

∙ 08/04/2021

Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning

Skeleton-based human action recognition has attracted increasing attenti...

1 Siyuan Yang, et al. ∙

research

∙ 07/23/2021

Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency

Deep learning-based 3D object detection has achieved unprecedented succe...

0 Zhipeng Luo, et al. ∙

Shijian Lu

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