2022
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts
2022.09.14
발표자: 나철원
발표일자: 2022-09-14
저자: Yangruibo Ding , Luca Buratti , Saurabh Pujar , Alessandro Morari , Baishakhi Ray , and Saikat Chakraborty
학회명: ACL 2022
Denoising Diffusion Probabilistic Models (DDPM)
2022.09.14
발표자: 장현민
발표일자: 2022-09-14
저자: Jonathan Ho, Ajay Jain, Piter Abbel
학회명: NerIPS 2020
Multi-Faceted Global Item Relation Learning for Session-Based Recommendation
2022.09.14
발표자: 양희윤
발표일자: 2022-09-14
저자: Qilong Han, Chi Zhang, Rui Chen, Riwei Lai, Hongtao Song, Li Li
학회명: SIGIR 2022
DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks
2022.09.14
발표자: 신재민
발표일자: 2022-09-14
저자: Pál András Papp
학회명: NeurIPS 2021
RSCFed: Random Sampling Consensus Federated Semi-supervised Learning
2022.09.07
발표자: 홍만수
발표일자: 2022-09-07
저자: Xiaoxiao Liang, Yuqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li
학회명: CVPR 2022
Federated Multi-Target Domain Adaptation
2022.09.07
발표자: 강용훈
발표일자: 2022-09-07
저자: Chun-Han Yao, Boqing Gong, Hang Qi, Yin Cui, Yukun Zhu, Ming-Hsuan Yang
학회명: WACV 2022
CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations
2022.09.07
발표자: 김호승
발표일자: 2022-09-07
저자: Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng
학회명: ACL 2022 Findings
Propagation Regularizer for Semi-supervised Learning with Extremely Scarce Labeled Samples
2022.08.31
발표자: 김누리
발표일자: 2022-08-31
저자: Noo-ri Kim and Jee-Hyong Lee
학회명: CVPR 2022
Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation
2022.08.31
발표자: 윤수현
발표일자: 2022-08-31
저자: Qi Chen, Lingxiao Yang, Jianhuang Lai, Xiaohua Xie
학회명: CVPR 2022
DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation
2022.08.31
발표자: 장성인
발표일자: 2022-08-31
저자: haoyue bai
학회명: AAAI 2021
Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains
2022.08.31
발표자: 이진섭
발표일자: 2022-08-31
저자: Haiyang Yang, Meilin Chen, Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang
학회명: Arxiv.
How Much More Data Do I Need?
2022.08.24
발표자: 지혜림
발표일자: 2022-08-24
저자: Rafid Mahmood1 James Lucas1,2,3 David Acuna1,2,3 Daiqing Li1 Jonah Philion1,2,3 Jose M. Alvarez1 Zhiding Yu1 Sanja Fidler1,2,3 Marc T. Law1 1NVIDIA 2University of Toronto 3Vector Institute
학회명: CVPR 2022
Emerging Properties in Self-Supervised Vision Transformers
2022.08.24
발표자: 임지영
발표일자: 2022-08-24
학회명: ICCV2021
Learning To Complete Code with Sketches
2022.08.24
발표자: 최윤석
발표일자: 2022-08-24
저자: Daya Guo, Jian Yin, Miltiadis Allamanis
학회명: ICLR 2022
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series
2022.08.24
발표자: 신효정
발표일자: 2022-08-24
저자: Ailin Deng, Bryan Hooi
학회명: AAAI, 2021
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference
2022.08.10
발표자: 안지민
발표일자: 2022-08-10
저자: Timo Schick, Hinrich Schütze
학회명: EACL 2021
Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models
2022.08.10
발표자: 홍만수
발표일자: 2022-08-10
저자: Zhengming Zhang, Qaoqing Yang, Zhewei Yao, Yujun Yan, Joseph E. Gonzalez, Michael W. Mahoney
학회명: IEEE ICBD 2021
Structured Semantic Transfer for Multi-Label Recognition with Partial Labels
2022.08.10
발표자: 송경렬
발표일자: 2022-08-10
저자: Tianshui Chen1, Tao Pu2, Hefeng Wu2, Yuan Xie2, Liang Lin2*
학회명: AAAI 2022
A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation
2022.08.10
발표자: 박은미
발표일자: 2022-08-10
저자: Kaixin Wang
학회명: WACV 2022