37 citations · 60 across the 12 of their papers we have counts for
13 papers
Droplet3D: Commonsense Priors from Videos Facilitate 3D Generation
Xiaochuan Li, Guoguang Du, Runze Zhang +11
Scaling laws have validated the success and promise of large-data-trained models in creative generation across text, image, and video domains. However, this paradigm faces data sca…
Asymptotically Optimal Repair of Reed-Solomon Codes with Small Sub-Packetization under Rack-Aware Model
Ke Wang, Zhongyan Liu, Rengang Li +2
This paper presents a comprehensive study on the asymptotically optimal repair of Reed-Solomon (RS) codes with small sub-packetization, specifically tailored for rack-aware distrib…
DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation
Runze Zhang, Guoguang Du, Xiaochuan Li +10
Spatio-temporal consistency is a critical research topic in video generation. A qualified generated video segment must ensure plot plausibility and coherence while maintaining visu…
First Place Solution to the ECCV 2024 ROAD++ Challenge @ ROAD++ Spatiotemporal Agent Detection 2024
Tengfei Zhang, Heng Zhang, Ruyang Li +3
This report presents our team's solutions for the Track 1 of the 2024 ECCV ROAD++ Challenge. The task of Track 1 is spatiotemporal agent detection, which aims to construct an "agen…
Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline
Qi Jia, Baoyu Fan, Cong Xu +7
Existing video multi-modal sentiment analysis mainly focuses on the sentiment expression of people within the video, yet often neglects the induced sentiment of viewers while watch…
Image Content Generation with Causal Reasoning
Xiaochuan Li, Baoyu Fan, Runze Zhang +5
The emergence of ChatGPT has once again sparked research in generative artificial intelligence (GAI). While people have been amazed by the generated results, they have also noticed…
Real-Aug: Realistic Scene Synthesis for LiDAR Augmentation in 3D Object Detection
Jinglin Zhan, Tiejun Liu, Rengang Li +3
Data and model are the undoubtable two supporting pillars for LiDAR object detection. However, data-centric works have fallen far behind compared with the ever-growing list of fanc…
SGED: A Benchmark dataset for Performance Evaluation of Spiking Gesture Emotion Recognition
Binqiang Wang, Gang Dong, Yaqian Zhao +3
In the field of affective computing, researchers in the community have promoted the performance of models and algorithms by using the complementarity of multimodal information. How…
SoccerNet 2022 Challenges Results
Silvio Giancola, Anthony Cioppa, Adrien Deliège +91
The SoccerNet 2022 challenges were the second annual video understanding challenges organized by the SoccerNet team. In 2022, the challenges were composed of 6 vision-based tasks:…
Towards interpreting computer vision based on transformation invariant optimization
Chen Li, Jinzhe Jiang, Xin Zhang +4
Interpreting how does deep neural networks (DNNs) make predictions is a vital field in artificial intelligence, which hinders wide applications of DNNs. Visualization of learned re…
Genetic Algorithm based hyper-parameters optimization for transfer Convolutional Neural Network
Chen Li, JinZhe Jiang, YaQian Zhao +4
Hyperparameter optimization is a challenging problem in developing deep neural networks. Decision of transfer layers and trainable layers is a major task for design of the transfer…
Simulation of Quantum Computing on Classical Supercomputers
Ya-Qian Zhao, Ren-Gang Li, Jin-Zhe Jiang +6
Simulation of quantum computing on supercomputers is a significant research topic, which plays a vital role in quantum algorithm verification, error-tolerant verification and other…
Generalization Study of Quantum Neural Network
JinZhe Jiang, Xin Zhang, Chen Li +2
Generalization is an important feature of neural network, and there have been many studies on it. Recently, with the development of quantum compu-ting, it brings new opportunities.…