52 citations · 229 across the 21 of their papers we have counts for
21 papers
SoccerNet 2023 Challenges Results
Anthony Cioppa, Silvio Giancola, Vladimir Somers +99
The SoccerNet 2023 challenges were the third annual video understanding challenges organized by the SoccerNet team. For this third edition, the challenges were composed of seven vi…
SODFormer: Streaming Object Detection with Transformer Using Events and Frames
Dianze Li, Jianing Li, Yonghong Tian
DAVIS camera, streaming two complementary sensing modalities of asynchronous events and frames, has gradually been used to address major object detection challenges (e.g., fast mot…
Full Resolution Repetition Counting
Jianing Li, Bowen Chen, Zhiyong Wang +1
Given an untrimmed video, repetitive actions counting aims to estimate the number of repetitions of class-agnostic actions. To handle the various length of videos and repetitive ac…
Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems
Luzhe Huang, Jianing Li, Xiaofu Ding +3
Uncertainty estimation is critical for numerous applications of deep neural networks and draws growing attention from researchers. Here, we demonstrate an uncertainty quantificatio…
Exploiting the Textual Potential from Vision-Language Pre-training for Text-based Person Search
Guanshuo Wang, Fufu Yu, Junjie Li +2
Text-based Person Search (TPS), is targeted on retrieving pedestrians to match text descriptions instead of query images. Recent Vision-Language Pre-training (VLP) models can bring…
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection
Jianing Li, Ming Lu, Jiaming Liu +3
Recently, Bird's-Eye-View (BEV) representation has gained increasing attention in multi-view 3D object detection, which has demonstrated promising applications in autonomous drivin…
Robust Security Energy Efficiency Optimization for RIS-Aided Cell-Free Networks with Multiple Eavesdroppers
Wanming Hao, Junjie Li, Gangcan Sun +4
In this paper, we investigate the energy efficiency (EE) problem under reconfigurable intelligent surface (RIS)-aided secure cell-free networks, where multiple legitimate users and…
Low-confidence Samples Matter for Domain Adaptation
Yixin Zhang, Junjie Li, Zilei Wang
Domain adaptation (DA) aims to transfer knowledge from a label-rich source domain to a related but label-scarce target domain. The conventional DA strategy is to align the feature…
Securing Reconfigurable Intelligent Surface-Aided Cell-Free Networks
Wanming Hao, Junjie Li, Gangcan Sun +2
In this paper, we investigate the physical layer security in the reconfigurable intelligent surface (RIS)-aided cell-free networks. A maximum weighted sum secrecy rate problem is f…
Research on Dual Channel News Headline Classification Based on ERNIE Pre-training Model
Junjie Li, Hui Cao
The classification of news headlines is an important direction in the field of NLP, and its data has the characteristics of compactness, uniqueness and various forms. Aiming at the…
5th Place Solution for VSPW 2021 Challenge
Jiafan Zhuang, Yixin Zhang, Xinyu Hu +2
In this article, we introduce the solution we used in the VSPW 2021 Challenge. Our experiments are based on two baseline models, Swin Transformer and MaskFormer. To further boost p…
On the Relation between Quality-Diversity Evaluation and Distribution-Fitting Goal in Text Generation
Jianing Li, Yanyan Lan, Jiafeng Guo +1
The goal of text generation models is to fit the underlying real probability distribution of text. For performance evaluation, quality and diversity metrics are usually applied. Ho…
Joint Visual and Temporal Consistency for Unsupervised Domain Adaptive Person Re-Identification
Jianing Li, Shiliang Zhang
Unsupervised domain adaptive person Re-IDentification (ReID) is challenging because of the large domain gap between source and target domains, as well as the lackage of labeled dat…
Low-Latency and Fresh Content Provision in Information-Centric Vehicular Networks
Shan Zhang, Junjie Li, Hongbin Luo +4
In this paper, the content service provision of information-centric vehicular networks (ICVNs) is investigated from the aspect of mobile edge caching, considering the dynamic drivi…
Improving Generalizability of Fake News Detection Methods using Propensity Score Matching
Bo Ni, Zhichun Guo, Jianing Li +1
Recently, due to the booming influence of online social networks, detecting fake news is drawing significant attention from both academic communities and general public. In this pa…
Information Bottleneck Theory on Convolutional Neural Networks
Junjie Li, Ding Liu
Recent years, many researches attempt to open the black box of deep neural networks and propose a various of theories to understand it. Among them, Information Bottleneck (IB) theo…
GPU-based Efficient Join Algorithms on Hadoop
Hongzhi Wang, Ning Li, Zheng Wang +1
The growing data has brought tremendous pressure for query processing and storage, so there are many studies that focus on using GPU to accelerate join operation, which is one of t…
Multi-scale 3D Convolution Network for Video Based Person Re-Identification
Jianing Li, Shiliang Zhang, Tiejun Huang
This paper proposes a two-stream convolution network to extract spatial and temporal cues for video based person Re-Identification (ReID). A temporal stream in this network is cons…
LVreID: Person Re-Identification with Long Sequence Videos
Jianing Li, Shiliang Zhang, Jingdong Wang +2
This paper mainly establishes a large-scale Long sequence Video database for person re-IDentification (LVreID).
Pose-driven Deep Convolutional Model for Person Re-identification
Chi Su, Jianing Li, Shiliang Zhang +3
Feature extraction and matching are two crucial components in person Re-Identification (ReID). The large pose deformations and the complex view variations exhibited by the captured…
Nonexistence of two classes of generalized bent functions
Jianing Li, Yingpu Deng
We obtain new nonexistence results of generalized bent functions from $\{Z^n}_q$ to (called type ) in the case that there exist cyclotomic integers in wi…