2023

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.    

PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models
2023.04.05
발표자: 안지민     발표일자: 2023-04-05     저자: Rabeeh Karimi Mahabadi1,3,4　 Luke Zettlemoyer1,2 　James Henderson4 Marzieh Saeidi1 　Lambert Mathias1 Veselin Stoyanov1　 Majid Yazdani1     학회명: ACL 2022    

SimMatch: Semi-supervised Learning with Similarity Matching
2023.04.05
발표자: 장성인     발표일자: 2023-04-05     저자: M Zheng     학회명: CVPR2022    

PLUG AND PLAY LANGUAGE MODELS: A SIMPLE APPROACH TO CONTROLLED TEXT GENERATION
2023.03.29
발표자: 나철원     발표일자: 2023-03-29     저자: Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski and Rosanne Liu     학회명: ICLR 2020    

Label-Aware Global Consistency for Multi-Label Learning with Single Positive Labels
2023.03.29
발표자: 송경렬     발표일자: 2023-03-29     저자: Ming-Kun Xie* , Jia-Hao Xiao*, Sheng-Jun Huangy     학회명: Neurlips 2022    

Texture-based Error Analysis for Image Super-Resolution
2023.03.30
발표자: 신재민     발표일자: 2023-03-29     저자: Salma Abdel Magid     학회명: CVPR 2022    

A Relevant and Diverse Retrieval-enhanced Data Augmentation framework for Sequential Recommendation
2023.03.22
발표자: 양희윤     발표일자: 2023-03-22     저자: Shuqing Bian, Wayne Xin Zhao, Jinpeng Wang, and Ji-Rong Wen     학회명: CIKM 2022    

Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation
2023.03.22
발표자: 임지영     발표일자: 2023-03-22     저자: Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu     학회명: CVPR 2022    

Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning
2023.03.22
발표자: 안재한     발표일자: 2023-03-22     저자: Zeyuan Allen-Zhu, Yuanzhi Li     학회명: ICLR2023    

Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification
2023.03.08
발표자: 김호승     발표일자: 2023-03-08     저자: Xi’ao Su, Ran Wang, Xinyu Dai∗     학회명: ACL 2022    

Unsupervised Representation Transfer for Small Networks I Believe I Can Distill On-the-Fly
2023.03.02
발표자: 장현민     발표일자: 2023-03-02     저자: Hee Min Choi, Hyoa Kang     학회명: NeurIPS 2021    

DocPrompting: Generating Code by Retrieving the Docs
2023.03.02
발표자: 최윤석     발표일자: 2023-03-02     저자: Shuyan Zhou , Uri Alon Frank F. Xu , Zhiruo Wang†, Zhengbao Jiang , Graham Neubig     학회명: ICLR 2023    

Prototypical Verbalizer for Prompt-based Few-shot Tuning
2023.03.02
발표자: 안지민     발표일자: 2023-03-02     저자: Ganqu Cui , Shengding Hu, Ning Ding , Longtao Huang , Zhiyuan Liu     학회명: ACL 2022    

Memory Bank Augmented Long-tail Sequential Recommendation
2023.02.22
발표자: 양희윤     발표일자: 2023-02-22     저자: Yidan Hu, Yong Liu, Chunyan Miao, and Yuan Miao     학회명: CIKM 2022