Results show that EDGE achieves 7.3% improvement on the ROC-AUC score over the best baseline. 16. Has it really improved? Knowledge graph based separation and fusion for recommendation Ratings: 3, 3, 3 openreview.net/forum? In this paper we study the knowledge graph (KG) based recommendation...
其中比较成功地将 local operation 引入 ViT 当中,利用 shift window 的 Swin Transforerm一举获得多个任务的 SOTA 结果,并获得了 Best Paper Award。而其中最核心的模块,Local Attention,究竟有什么神秘之处呢? Local attention 本质上实在一个 2D local window 内进行特征聚合,但其每个位置的聚合权重,通过 KQV 之...
This paper may bring to you a new perspective. Researchers from Microsoft Research Asia have looked into local attention and dynamic depth-wise convolution and found that a common convolution structure is in fact no worse than Transformer. The related paper, “On the Con...
This post is a sampling of the work that researchers at Microsoft Research Asia and their collaborators presented at ICLR 2022, which reflects the broad scope of the company’s machine learning research. You can learn more about the work accepted at this year’s event on the “Microsoft at ...
6. **Code-MVP** (MLM + Type Inference + Contrastive Learning): "CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training" [2022-05] [NAACL 2022 Technical Track] [[paper](https://arxiv.org/abs/2205.02029)] 7. **CodeSage** (MLM + Deobfuscation +...
最佳论文 Best Paper 人工智能领域顶级期刊和会议每年都会在众多作品中,通过“双盲评审”,评选出最有新意和价值的论文作为最佳论文,并授予“Best Paper”奖项。每年大会的最佳论文奖一般分两类,一类是最佳研究论文(Research track),另一类是最佳应用论文(Applied track)。部分会议在每年选出多篇最佳论文(分列第一、二...
For the large dataset with more than 100,000 training example, we follow the prior work (Vu et al., 2022) to train our proposed method DePT with up to 300,000 steps. Training more steps is helpful for improving the performance on the large datasets. Additonally, as the length of soft...
值得说明的是,之前整理的顶会论文都是正式被接收的,比如NeurlPS2022推荐系统论文集锦与CIKM2022推荐系统论文集锦。这次由于ICLR是Open Review的,所以目前下文所列出的论文列表不是最终的接收列表,而是投稿列表。正因为如此,我们可以看到每篇论文的投稿过程,了解在投稿过程中所关注论文的审稿意见以及评分,并可以学习一下在...
有好的推荐信一篇paper也没有也无所谓(当然没有paper还能要到推荐信那就看个人本事了)没有好的...
CVPR ICML ICLR这种级别的,AAAI就算了,如果只有一篇的话best /outstanding paper应该也行吧,能发这种...