In this work, we introduce this approach into the realm of encoder-based inversion.
Ranked #1 on Fine-tuning on 2021 Hotel-ID
Due to the complex nature of this multimodal task, which combines text reasoning, video understanding, instance segmentation and tracking, existing approaches typically rely on sophisticated pipelines in order to tackle it.
Ranked #1 on Referring Expression Segmentation on A2D Sentences
We introduce a prototype model and provide an open-source and extensible toolkit called OpenUE for various extraction tasks.
Long-tailed relation classification is a challenging problem as the head classes may dominate the training phase, thereby leading to the deterioration of the tail performance.
A reverse dictionary takes descriptions of words as input and outputs words semantically matching the input descriptions.
Malware family classification is a significant issue with public safety and research implications that has been hindered by the high cost of expert labels.
Inspired by BERT, we devise a Masked Point Modeling (MPM) task to pre-train point cloud Transformers.
Ranked #1 on 3D Point Cloud Classification on ScanObjectNN
Recent advances show that semi-supervised implicit representation learning can be achieved through physical constraints like Eikonal equations.
大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、DeepWalk、SSR、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、ListWise等，包含经典推荐系统数据集criteo 、movielens等