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.    

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