| 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
ProMix: Combating Label Noise via Maximizing Clean Sample Utility
2023.12.05
발표자: 김영재
발표일자: 2023-12-06
저자: Ruixuan Xiao, Dong Yiwen, Haobo Wang, Lei Feng, Runze Wu, Gang Chen, Junbo Zhao
학회명: IJCAI 2023
When Noisy Labels Meet Long Tail Dilemmas_A Representation Calibration Method
2023.12.06
발표자: 이진섭
발표일자: 2023-12-06
저자: Manyi Zhang¹,* Xuyang Zhao²,* Jun Yao³ Chun Yuan¹,† Weiran Huang⁴,†
학회명: ICCV 2023 Oral
Visual Programming_Compositional visual reasoning without training
2023.12.06
발표자: 이진섭
발표일자: 2023-12-06
저자: Tanmay Gupta, Aniruddha Kembhavi
학회명: CVPR 2023 Best Paper
Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-optimizers
2023.12.06
발표자: 이지형
발표일자: 2023-12-06
Learning to Generate Text-Ground Mask for Open-world Semantic Segmentation from Only Image-Text Pairs
2023.11.29
발표자: 장성인
발표일자: 2023-11-29
저자: Junbum Cha외2 명
학회명: CVPR2023
Fast Feedforward Networks
2023.11.29
발표자: 안재한
발표일자: 2023-11-29
저자: Peter Belcak and Roger Wattenhofer
Geometric Contrastive Learning
2023.11.29
발표자: 이재준
발표일자: 2023-11-29
저자: Yeskendir Koishekenov, Sharvaree Vadgama*, Riccardo Valperga*, Erik J. Bekkers
학회명: ICCV 2023
Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction
2023.11.22
발표자: 김호승
발표일자: 2023-11-22
학회명: EMNLP 2023 (Findings)
Vision Transformer Adapter for Dense Predictions
2023.11.22
발표자: 황성준
발표일자: 2023-11-22
학회명: ICLR 2023
FedRolex : Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction
2023.11.22
발표자: 강용훈
발표일자: 2023-11-22
저자: Samiul Alam, Luyang Liu, Ming Yan, Mi Zhang
학회명: NeurIPS 2022
Test-Time Training with Masked Autoencoders
2023.11.22
발표자: 이병준
발표일자: 2023-11-22
저자: Yossi Gandelsman, Yu Sun, Xinlei Chen, Alexei A. Efros
학회명: NeuriPS 2022
NIPQ: Noise proxy-based Integrated Pseudo-Quantization
2023.11.15
발표자: 김도영
발표일자: 2023-11-15
저자: Juncheol Shin* , Junhyuk So* , Sein Park , Seungyeop Kang , Sungjoo Yoo , and Eunhyeok Park
학회명: CVPR 2023
Rethinking Federated Learning with Domain Shift: A Prototype View
2023.11.15
발표자: 홍만수
발표일자: 2023-11-15
저자: Wenke Huang, Mang Ye, Zekun Shi, He Li, Bo Du
학회명: CVPR 2023
Text Is All You Need: Learning Language Representations for Sequential Recommendation
2023.11.15
발표자: 김한별
발표일자: 2023-11-15
저자: Jiacheng Li, Ming Wang, Jin Li, Jinmiao Fu, Jinmiao Fu, Jingbo Shang, Julian McAuley
학회명: KDD 2023
Repair Is Nearly Generation: Multilingual Program Repair with LLMs
2023.11.08
발표자: 안지민
발표일자: 2023-11-08
저자: Harshit Joshi1 , Jose Cambronero ´ 2*, Sumit Gulwani2*, Vu Le2*, Ivan Radicek ˇ 3*, Gust Verbruggen4*
학회명: AAAI 2023
Weakly-Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor
2023.11.08
발표자: 최준수
발표일자: 2023-11-08
저자: Hyeokjun Kwon, Sung-Hoon Yoon, Kuk-jin Yoon
학회명: CVPR 2023
Complementary Relation Contrastive Distillation
2023.11.08
발표자: 이재준
발표일자: 2023-11-08
저자: Jinguo Zhu, Shixiang Tang, Dapeng Chen, Shijie Yu, Yakun Liu, Mingzhe Rong, Aijun Yang, Xiaohua Wang
학회명: CVPR 2021
LLM-BLENDER: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion
2023.11.01
발표자: 나철원
발표일자: 2023-11-01
저자: Dongfu Jiang , Xiang Ren, Bill Yuchen Lin
학회명: ACL 2023
Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts
2023.11.01
발표자: 이지형
발표일자: 2023-11-01
저자: Daniel Khashabi, Xinxi Lyu, Sewon Min, Lianhui Qin, Kyle Richardson, Sean Welleck, Hannaneh Hajishirzi, Tushar Khot, Ashish Sabharwal, Sameer Singh, Yejin Choi,
학회명: NAACL 2022