발표자 | 양희윤 |
---|---|
발표일자 | 2023-03-22 |
저자 | Shuqing Bian, Wayne Xin Zhao, Jinpeng Wang, and Ji-Rong Wen |
학회명 | CIKM 2022 |
논문지 |
댓글 1
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jinsuby
2023.03.22 19:13
User의 Embedding vector 정보를 잘 표현하기 위해 Attention 기반의 Representation, Mixup 기반의 Representation을 동시에 활용하는 논문임. 이렇게 표현된 Representation으로 같은 user의 augmented representation 끼리 뭉치게하는 InfoNCE Loss와, user representation과 paired item representation 끼리 뭉치게 하는 InfoNCE Loss로 학습함. 다만, 두 Augmentation간의 기대효과가 어떤 차별점을 보이는지는 조금 더 이해해보아야 함. Mixup의 기대효과에 대해서 고민을 해본다면.. 다른 해석이 이뤄질 수도 있을 것 같음.
2023

InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
2023.05.31
발표자: 황성준
발표일자: 2023-05-31
저자: Fei Du1,2, Peng Yang1, Qi Jia1, Fengtao Nan1,2, Xiaoting Chen1, Yun Yang1
학회명: CVPR 2023
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models
2023.05.31
발표자: 안지민
발표일자: 2023-05-31
저자: Elad Ben Zaken, Yoav Goldberg, Shauli Ravfogel
학회명: ACL 2022

HLayNet: Hierarchical Graph Learning Model for Efficient Layout Size Prediction in Memory Design
2023.05.24
발표자: 지혜림
발표일자: 2023-05-24
저자: Hye Rim Ji, Jong Seong Kim, Jung Yun Choi, and Jee Hyong Lee

Extracting Class Activation Maps from Non-discriminative Features as well
2023.05.24
발표자: 최준수
발표일자: 2023-05-24
저자: Zhaozheng Chen, Qianru Sun
학회명: CVPR 2023

Bias-eliminating augmentation learning for debiased federated learning
2023.05.24
발표자: 홍만수
발표일자: 2023-05-24
저자: Yaun-Yi Xu, Ci-Siang Lin, Yu-Chiang Frank Wang
학회명: CVPR 2023

Shadow Knowledge Distillation: Bridging Offline and Online Knowledge Transfer
2023.05.17
발표자: 장현민
발표일자: 2023-05-17
저자: Lujun Li, ZHE JIN
학회명: NeurIPS 2022

"That Is a Suspicious Reaction!": Interpreting Logits Variation to Detect NLP Adversarial Attacks
2023.05.17
발표자: 나철원
발표일자: 2023-05-17
저자: Edoardo Mosca, Shreyash Agarwal, Javier Rando-Ramirez, and Georg Groh
학회명: ACL 2022
Rethinking Calibration of Deep Neural Networks: Do Not Be Afraid of Overconfidence
2023.05.17
발표자: 김영재
발표일자: 2023-05-17
저자: Deng-Bao Wang, Lei Feng, Min-Ling Zhang
학회명: NeurIPS 2021

What Can Human Sketches Do for Object Detection?
2023.05.18
발표자: 이재준
발표일자: 2023-05-17
저자: Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Subhadeep Koley, Tao Xiang ,Yi-Zhe Song
학회명: CVPR 2023

Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions
2023.05.10
발표자: 임지영
발표일자: 2023-05-10
논문지: CVPR 2023
Semantic Segmentation with Active Semisupervised Learning
2023.05.10
발표자: 장성인
발표일자: 2023-05-10
저자: Aneesh Rangnekar
학회명: WACV 2023

Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification
2023.05.10
발표자: 송경렬
발표일자: 2023-05-10
저자: Youngwook Kim1 Jae Myung Kim2 Jieun Jeong1,3 Cordelia Schmid4 Zeynep Akata2,5 Jungwoo Lee1,3*
학회명: CVPR 2023

Stable Diffusion & Control Net
2023.05.03
발표자: 이진섭
발표일자: 2023-05-03
학회명: 2020 NeurIPS & 2023. 02. Arxiv

Tackling the Ill-Posedness of Super-Resolution Through Adaptive Target Generation
2023.04.25
발표자: 신재민
발표일자: 2023-04-25
저자: Younghyun Jo
학회명: CVPR 2021

Choose your weapon: Survival strategies for depressed ai academics
2023.04.25
발표자: 안재한
발표일자: 2023-04-25
저자: Julian Togelius, Georgios N. Yannakakis

Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models
2023.04.25
발표자: 김효준
발표일자: 2023-04-25
저자: Tianlu Wang, Rohit Sridhar, Diyi Yang, Xuezhi Wang
학회명: 2022 NAACL-findings

SSMix: Saliency-Based Span Mixup for Text Classification
2023.04.25
발표자: 김호승
발표일자: 2023-04-25
저자: Soyoung Yoon, Gyuwan Kim, Kyumin Park
학회명: Findings of ACL 2021

A graph placement methodology for fast chip design
2023.04.12
발표자: 지혜림
발표일자: 2023-04-12
저자: Azalia Mirhoseini1,4, Anna Goldie1,3,4, Mustafa Yazgan2, Joe Wenjie Jiang1, Ebrahim Songhori1, Shen Wang1, Young-Joon Lee2, Eric Johnson1, Omkar Pathak2, Azade Nazi1, Jiwoo Pak2, Andy Tong2, Kavya Srinivasa2, William Hang3, Emre Tuncer2, Quoc V. Le1, James Laudon1, Richard Ho2, Roger Carpenter2 & Jeff Dean
논문지: Nature 2021
Code Translation With Compiler Representation
2023.04.12
발표자: 최윤석
발표일자: 2023-04-12
저자: Marc Szafraniec, Baptiste Rozière, Hugh Leather, François Charton, Patrick Labatut, Gabriel Synnaeve
학회명: ICLR 2023
Revisiting consistency regularization for semi-supervised learning
2023.04.12
발표자: 김누리
발표일자: 2023-04-12
저자: Fan, Yue, et al.
논문지: International Journal of Computer Vision 131.3 (2023): 626-643.