2023

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    

Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation
2023.02.22
발표자: 임지영     발표일자: 2023-02-22     학회명: IEEE Transactions on Pattern Analysis and Machine Intelligence    

DisCo
2023.02.22
발표자: 장현민     발표일자: 2023-02-22     학회명: ECCV2022    

Neural Tangent Kernel:Convergence and Generalization in Neural Networks
2023.02.22
발표자: 안재한     발표일자: 2023-02-22     저자: Arthur Jacot, Franck Gabriel, Clement Hongler     학회명: NeurIPS 2018    

Toward Deep Supervised Anomaly Detection Reinforcement Learning from Partially Labeled Anomaly Data
2023.02.15
발표자: 장성인     발표일자: 2023-02-15     저자: Guansong Pang et al     학회명: Knowledge Discovery and Data Mining (KDD) 2021    

NUWA : Visual Synthesis Pre-training for Neural visUal World creAtion
2023.02.15
발표자: 송경렬     발표일자: 2023-02-15     저자: Chenfei Wu1* Jian Liang2* Lei Ji1 Fan Yang1 Yuejian Fang2 Daxin Jiang1 Nan Duan1†    

Improving Contrastive Learning by Visualizing Feature Transformation
2023.02.15
발표자: 이진섭     발표일자: 2023-02-15     저자: Rui Zhu, Bingchen Zhao, Jingen Liu , Zhenglong Sun, Chang Wen Chen     학회명: ICCV 2021 Oral    

2022

Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP
2022.12.29
발표자: 김효준     발표일자: 2023-01-11     저자: Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun     학회명: EMNLP 2022    

Meta Faster R-CNN
2023.01.11
발표자: 박은미     발표일자: 2023-01-11     저자: Guanxing Han     학회명: IAAA 2022    

TAGE: Task-Agnostic Graph Explainers
2023.01.11
발표자: 지혜림     발표일자: 2023-01-11     저자: Yaochen Xie, Sumeet Katariya, Xianfeng Tang, Edward W Huang, Nikhil Rao, Karthik Subbian, Shuiwang Ji     학회명: NeurIPS 2022