2023
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
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
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