Multi-Task Self-Training for Learning General Representations

25 August 2021

Papers citing "Multi-Task Self-Training for Learning General Representations"

27 / 77 papers shown

Title
Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks Zhiyang Chen Yousong Zhu Zhaowen Li Fan Yang Wei Li ... Chaoyang Zhao Liwei Wu Rui Zhao Jinqiao Wang Ming Tang VLM VOS 65 15 0 28 Sep 2022
ViT-DD: Multi-Task Vision Transformer for Semi-Supervised Driver Distraction Detection Yunsheng Ma Ziran Wang ViT 33 14 0 19 Sep 2022
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving Xiwen Liang Yangxin Wu Jianhua Han Hang Xu Chunjing Xu Xiaodan Liang 24 31 0 19 Sep 2022
GPPF: A General Perception Pre-training Framework via Sparsely Activated Multi-Task Learning Benyuan Sun Jinqiao Dai Zihao Liang Cong Liu Yi Yang Bo Bai MoE 18 4 0 03 Aug 2022
Towards Grand Unification of Object Tracking B. Yan Yi-Xin Jiang Pei Sun D. Wang Zehuan Yuan Ping Luo Huchuan Lu ViT VOT 40 136 0 14 Jul 2022
A Unified Sequence Interface for Vision Tasks Ting-Li Chen Saurabh Saxena Lala Li Tsung-Yi Lin David J. Fleet Geoffrey E. Hinton VLM MLLM 11 148 0 15 Jun 2022
Multi-Task Learning with Multi-Query Transformer for Dense Prediction Yangyang Xu Xiangtai Li Haobo Yuan Yibo Yang Lefei Zhang ViT 23 45 0 28 May 2022
All Birds with One Stone: Multi-task Text Classification for Efficient Inference with One Forward Pass Jiaxin Huang Tianqi Liu Jialu Liu Á. Lelkes Cong Yu Jiawei Han 35 1 0 22 May 2022
Universal Representations: A Unified Look at Multiple Task and Domain Learning Wei-Hong Li Xialei Liu Hakan Bilen SSL OOD 28 27 0 06 Apr 2022
MultiMAE: Multi-modal Multi-task Masked Autoencoders Roman Bachmann David Mizrahi Andrei Atanov Amir Zamir 35 265 0 04 Apr 2022
Learning to Detect Mobile Objects from LiDAR Scans Without Labels Yurong You Katie Z Luo Cheng Perng Phoo Wei-Lun Chao Wen Sun Bharath Hariharan M. Campbell Kilian Q. Weinberger 17 41 0 29 Mar 2022
Pseudo Label Is Better Than Human Label DongSeon Hwang K. Sim Zhouyuan Huo Trevor Strohman 16 32 0 22 Mar 2022
X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation Yinan He Gengshi Huang Siyu Chen Jianing Teng Wang Kun Zhen-fei Yin Lu Sheng Ziwei Liu Yu Qiao Jing Shao VLM SSL ViT 37 7 0 16 Mar 2022
Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Yuanhan Zhang Qi Sun Yichun Zhou Zexin He Zhen-fei Yin Kunze Wang Lu Sheng Yu Qiao Jing Shao Ziwei Liu ObjD VLM 19 19 0 15 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding X. Zhang Yi Zhou Jungong Han Guiguang Ding Jian-jun Sun VLM 47 528 0 13 Mar 2022
Self-Training: A Survey Massih-Reza Amini Vasilii Feofanov Loïc Pauletto Lies Hadjadj Emilie Devijver Yury Maximov SSL 28 102 0 24 Feb 2022
Omnivore: A Single Model for Many Visual Modalities Rohit Girdhar Mannat Singh Nikhil Ravi L. V. D. van der Maaten Armand Joulin Ishan Misra 217 225 0 20 Jan 2022
Sound and Visual Representation Learning with Multiple Pretraining Tasks A. Vasudevan Dengxin Dai Luc Van Gool SSL 31 6 0 04 Jan 2022
Scaling Open-Vocabulary Image Segmentation with Image-Level Labels Golnaz Ghiasi Xiuye Gu Yin Cui Tsung-Yi Lin VLM 30 370 0 22 Dec 2021
Vision Transformer Based Video Hashing Retrieval for Tracing the Source of Fake Videos Pengfei Pei Xianfeng Zhao Yun Cao Jinchuan Li Xiaowei Yi ViT 22 8 0 15 Dec 2021
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run Bichen Wu Chaojian Li Hang Zhang Xiaoliang Dai Peizhao Zhang Matthew Yu Jialiang Wang Yingyan Lin Peter Vajda ViT 27 23 0 19 Nov 2021
Pseudo-Labeling for Massively Multilingual Speech Recognition Loren Lugosch Tatiana Likhomanenko Gabriel Synnaeve R. Collobert VLM 13 29 0 30 Oct 2021
Cycle Self-Training for Domain Adaptation Hong Liu Jianmin Wang Mingsheng Long 22 174 0 05 Mar 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 298 3,693 0 11 Feb 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Yin Cui A. Srinivas Rui Qian Tsung-Yi Lin E. D. Cubuk Quoc V. Le Barret Zoph ISeg 228 968 0 13 Dec 2020
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang James Qin Daniel S. Park Wei Han Chung-Cheng Chiu Ruoming Pang Quoc V. Le Yonghui Wu VLM SSL 146 308 0 20 Oct 2020
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 253 1,827 0 18 Aug 2016