Rethinking Pre-training and Self-training

11 June 2020

Papers citing "Rethinking Pre-training and Self-training"

50 / 135 papers shown

Title
Unified Modeling Language Code Generation from Diagram Images Using Multimodal Large Language Models Averi Bates Ryan Vavricka Shane Carleton Ruosi Shao Chongle Pan 61 0 0 15 Mar 2025
Semi-Supervised 360 Layout Estimation with Panoramic Collaborative Perturbations Junsong Zhang Chunyu Lin Zhijie Shen Lang Nie K. Liao Yao Zhao 35 0 0 03 Mar 2025
Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene Tai-Yu Pan Sooyoung Jeon Mengdi Fan Jinsu Yoo Zhenyang Feng Mark E. Campbell Kilian Q. Weinberger Bharath Hariharan Wei-Lun Chao 106 0 0 10 Feb 2025
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Wenxuan Li Alan L. Yuille Zongwei Zhou MedIm 43 8 0 20 Jan 2025
Browsing without Third-Party Cookies: What Do You See? Maxwell Lin Shihan Lin Helen Wu Karen Wang Xiaowei Yang BDL 56 0 0 14 Oct 2024
Bayesian Self-Training for Semi-Supervised 3D Segmentation Ozan Unal Christos Sakaridis Luc Van Gool 3DPC 3DV 34 0 0 12 Sep 2024
Robot Instance Segmentation with Few Annotations for Grasping Moshe Kimhi David Vainshtein Chaim Baskin Dotan Di Castro 53 2 0 01 Jul 2024
Understanding Optimal Feature Transfer via a Fine-Grained Bias-Variance Analysis Yufan Li Subhabrata Sen Ben Adlam MLT 48 1 0 18 Apr 2024
Delving into the Trajectory Long-tail Distribution for Muti-object Tracking Sijia Chen En Yu Jinyang Li Wenbing Tao DiffM 35 12 0 07 Mar 2024
LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views Yuji Roh Qingyun Liu Huan Gui Zhe Yuan Yujin Tang ... Liang Liu Shuchao Bi Lichan Hong Ed H. Chi Zhe Zhao 43 1 0 07 Feb 2024
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery Pengwei Yan Kaisong Song Zhuoren Jiang Yangyang Kang Tianqianjin Lin Changlong Sun Xiaozhong Liu AI4CE 28 2 0 19 Dec 2023
Can semi-supervised learning use all the data effectively? A lower bound perspective Alexandru cTifrea Gizem Yüce Amartya Sanyal Fanny Yang 36 3 0 30 Nov 2023
Meta Co-Training: Two Views are Better than One Jay C. Rothenberger Dimitrios I. Diochnos VLM 30 2 0 29 Nov 2023
Large Language Models in Education: Vision and Opportunities Wensheng Gan Zhenlian Qi Jiayang Wu Chun-Wei Lin AI4Ed 41 70 0 22 Nov 2023
CAST: Cluster-Aware Self-Training for Tabular Data Minwook Kim Juseong Kim Kibeom Kim Giltae Song 33 0 0 10 Oct 2023
Revisiting DETR Pre-training for Object Detection Yan Ma Weicong Liang Bo-Ying Chen Yiduo Hao Bojian Hou Xiangyu Yue Chao Zhang Yuhui Yuan VLM ViT 35 4 0 02 Aug 2023
EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation Yingyu Chen Ziyuan Yang Chenyu Shen Zhiwen Wang Yang Qin Yi Zhang EDL UQCV 33 8 0 18 Jul 2023
Test-Time Training on Video Streams Renhao Wang Yu Sun Yossi Gandelsman Xinlei Chen Alexei A. Efros Alexei A. Efros Xiaolong Wang TTA ViT 3DGS 37 16 0 11 Jul 2023
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation Bo Sun Yuqi Yang Le Zhang Ming-Ming Cheng Qibin Hou 29 25 0 07 Jun 2023
Entailment as Robust Self-Learner Jiaxin Ge Hongyin Luo Yoon Kim James R. Glass 39 3 0 26 May 2023
Selection for short-term empowerment accelerates the evolution of homeostatic neural cellular automata Caitlin Grasso Josh Bongard 26 0 0 24 May 2023
Rethinking Semi-supervised Learning with Language Models Zhengxiang Shi Francesco Tonolini Nikolaos Aletras Emine Yilmaz G. Kazai Yunlong Jiao 32 18 0 22 May 2023
Target-Side Augmentation for Document-Level Machine Translation Guangsheng Bao Zhiyang Teng Yue Zhang 26 10 0 08 May 2023
DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-training via Word-Region Alignment Lewei Yao Jianhua Han Xiaodan Liang Danqian Xu Wei Zhang Zhenguo Li Hang Xu VLM ObjD CLIP 45 74 0 10 Apr 2023
Self-training with dual uncertainty for semi-supervised medical image segmentation Zhanhong Qiu Haitao Gan Mingzhi Shi Zhongwei Huang Zhi Yang 11 2 0 10 Apr 2023
Probabilistic Prompt Learning for Dense Prediction Hyeongjun Kwon Taeyong Song Somi Jeong Jin-Hwa Kim Jinhyun Jang Kwanghoon Sohn VLM 25 18 0 03 Apr 2023
Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification Chunpu Xu Jing Li VLM 18 5 0 27 Mar 2023
Three ways to improve feature alignment for open vocabulary detection Relja Arandjelović A. Andonian A. Mensch Olivier J. Hénaff Jean-Baptiste Alayrac Andrew Zisserman VLM ObjD 33 19 0 23 Mar 2023
Two-shot Video Object Segmentation Kun Yan Xiao Li Fangyun Wei Jinglu Wang Chenbin Zhang Ping Wang Yan Lu VOS 28 14 0 21 Mar 2023
VideoXum: Cross-modal Visual and Textural Summarization of Videos Jingyang Lin Hang Hua Ming Chen Yikang Li Jenhao Hsiao C. Ho Jiebo Luo 28 30 0 21 Mar 2023
Revisiting Pre-training in Audio-Visual Learning Ruoxuan Feng Wenke Xia Di Hu 27 1 0 07 Feb 2023
Towards Label-Efficient Incremental Learning: A Survey Mert Kilickaya Joost van de Weijer Yuki M. Asano CLL 27 4 0 01 Feb 2023
Friend-training: Learning from Models of Different but Related Tasks Mian Zhang Lifeng Jin Linfeng Song Haitao Mi Xiabing Zhou Dong Yu VLM 19 0 0 31 Jan 2023
Effective End-to-End Vision Language Pretraining with Semantic Visual Loss Xiaofeng Yang Fayao Liu Guosheng Lin VLM 24 7 0 18 Jan 2023
Adaptive Self-Training for Object Detection Renaud Vandeghen Gilles Louppe Marc Van Droogenbroeck ObjD 35 7 0 07 Dec 2022
A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images Wei Chen Chen Li Dan Chen Xin Luo MedIm SSL 30 12 0 27 Nov 2022
Self-Transriber: Few-shot Lyrics Transcription with Self-training Xiaoxue Gao Xianghu Yue Haizhou Li 30 7 0 18 Nov 2022
Piecewise Planar Hulls for Semi-Supervised Learning of 3D Shape and Pose from 2D Images Y. Can Alexander Liniger D. Paudel Luc Van Gool 3DH 3DPC 35 0 0 14 Nov 2022
360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning Bolivar Solarte Chin-Hsuan Wu Yueh-Cheng Liu Yi-Hsuan Tsai Min Sun 3DV 42 5 0 24 Oct 2022
Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets Anurag Roy David Johnson Ekka Saptarshi Ghosh Abir Das 23 1 0 13 Oct 2022
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP Feng Liang Bichen Wu Xiaoliang Dai Kunpeng Li Yinan Zhao Hang Zhang Peizhao Zhang Peter Vajda Diana Marculescu CLIP VLM 37 433 0 09 Oct 2022
Soft-labeling Strategies for Rapid Sub-Typing Grant Rosario David A. Noever Matt Ciolino 51 1 0 23 Sep 2022
Relaxed Attention for Transformer Models Timo Lohrenz Björn Möller Zhengyang Li Tim Fingscheidt KELM 29 11 0 20 Sep 2022
ViT-DD: Multi-Task Vision Transformer for Semi-Supervised Driver Distraction Detection Yunsheng Ma Ziran Wang ViT 38 14 0 19 Sep 2022
Tunable Hybrid Proposal Networks for the Open World Matthew J. Inkawhich Nathan Inkawhich H. Li Yiran Chen 26 2 0 23 Aug 2022
Automatically Discovering Novel Visual Categories with Self-supervised Prototype Learning Lu Zhang Lu Qi Xu Yang Hong Qiao Ming Yang Zhiyong Liu SSL 38 3 0 01 Aug 2022
Active Learning Strategies for Weakly-supervised Object Detection Huy V. Vo Oriane Siméoni Spyros Gidaris Andrei Bursuc Patrick Pérez Jean Ponce 41 19 0 25 Jul 2022
Semi-Supervised Learning of Optical Flow by Flow Supervisor Woobin Im Sebin Lee Sung-eui Yoon 32 11 0 21 Jul 2022
Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection Lei Zhang Yuxuan Sun Wei Wei 26 18 0 17 Jul 2022
Hyperspherical Consistency Regularization Cheng Tan Zhangyang Gao Lirong Wu Siyuan Li Stan Z. Li 33 25 0 02 Jun 2022