Multi-Task Self-Training for Learning General Representations

25 August 2021

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

50 / 77 papers shown

Title
VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning Zhong-Yu Li Ruoyi Du Juncheng Yan Le Zhuo Zhen Li Peng Gao Zhanyu Ma Ming-Ming Cheng VLM 68 2 0 10 Apr 2025
MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception Wenzhuo Liu Wenshuo Wang Yicheng Qiao Qiannan Guo Jiayin Zhu ... Huiming Yang Zhiwei Li Lening Wang Tiao Tan Huaping Liu 48 1 0 03 Apr 2025
Foundation X: Integrating Classification, Localization, and Segmentation through Lock-Release Pretraining Strategy for Chest X-ray Analysis N. Islam Dongao Ma Jiaxuan Pang Shivasakthi Senthil Velan Michael B. Gotway Jianming Liang 53 0 0 12 Mar 2025
SciceVPR: Stable Cross-Image Correlation Enhanced Model for Visual Place Recognition Shanshan Wan Yingmei Wei Lai Kang Tianrui Shen Haixuan Wang Yee-Hong Yang 41 0 0 28 Feb 2025
Scalable Model Merging with Progressive Layer-wise Distillation Jing Xu Jiazheng Li J. Zhang MoMe FedML 90 0 0 18 Feb 2025
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning Yuxiang Lu Shengcao Cao Yu-xiong Wang 49 1 0 18 Oct 2024
UNIC: Universal Classification Models via Multi-teacher Distillation Mert Bulent Sariyildiz Philippe Weinzaepfel Thomas Lucas Diane Larlus Yannis Kalantidis 29 6 0 09 Aug 2024
MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning Vishal Nedungadi A. Kariryaa Stefan Oehmcke Serge J. Belongie Christian Igel Nico Lang 37 25 0 04 May 2024
UniFS: Universal Few-shot Instance Perception with Point Representations Sheng Jin Ruijie Yao Lumin Xu Wentao Liu Chao Qian Ji Wu Ping Luo 48 2 0 30 Apr 2024
Joint-Task Regularization for Partially Labeled Multi-Task Learning Kento Nishi Junsik Kim Wanhua Li Hanspeter Pfister 37 0 0 02 Apr 2024
Towards Category Unification of 3D Single Object Tracking on Point Clouds Jiahao Nie Zhiwei He Xudong Lv Xueyi Zhou Dong-Kyu Chae Fei Xie 3DPC 41 10 0 20 Jan 2024
Multitask Learning in Minimally Invasive Surgical Vision: A Review Oluwatosin O. Alabi Tom Kamiel Magda Vercauteren Miaojing Shi 20 1 0 16 Jan 2024
Symmetrical Bidirectional Knowledge Alignment for Zero-Shot Sketch-Based Image Retrieval Decheng Liu Xu Luo Chunlei Peng Nannan Wang Ruimin Hu Xinbo Gao 29 0 0 16 Dec 2023
General Object Foundation Model for Images and Videos at Scale Junfeng Wu Yi-Xin Jiang Qihao Liu Zehuan Yuan Xiang Bai Song Bai VOS VLM 30 39 0 14 Dec 2023
4M: Massively Multimodal Masked Modeling David Mizrahi Roman Bachmann Ouguzhan Fatih Kar Teresa Yeo Mingfei Gao Afshin Dehghan Amir Zamir MLLM 41 62 0 11 Dec 2023
Towards a Unified Transformer-based Framework for Scene Graph Generation and Human-object Interaction Detection Tao He Lianli Gao Jingkuan Song Yuan-Fang Li ViT 21 11 0 03 Nov 2023
Object-centric Video Representation for Long-term Action Anticipation Ce Zhang Changcheng Fu Shijie Wang Nakul Agarwal Kwonjoon Lee Chiho Choi Chen Sun 15 14 0 31 Oct 2023
CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement Mohammadreza Salehi Mehrdad Farajtabar Maxwell Horton Fartash Faghri Hadi Pouransari Raviteja Vemulapalli Oncel Tuzel Ali Farhadi Mohammad Rastegari Sachin Mehta CLIP VLM 35 1 0 21 Oct 2023
Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving Thomas E. Huang Yifan Liu Luc Van Gool Fisher Yu 21 5 0 08 Sep 2023
Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction Yangyang Xu Yibo Yang Bernard Ghanemm L. Zhang Du Bo Dacheng Tao 10 1 0 10 Aug 2023
Teacher-Student Architecture for Knowledge Distillation: A Survey Chengming Hu Xuan Li Danyang Liu Haolun Wu Xi Chen Ju Wang Xue Liu 21 16 0 08 Aug 2023
When Multi-Task Learning Meets Partial Supervision: A Computer Vision Review Maxime Fontana Michael W. Spratling Miaojing Shi 42 6 0 25 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming Yang F. Khan VLM 26 118 0 25 Jul 2023
Does Visual Pretraining Help End-to-End Reasoning? Chen Sun Calvin Luo Xingyi Zhou Anurag Arnab Cordelia Schmid OCL LRM ViT 35 3 0 17 Jul 2023
Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training Yao Wei Yanchao Sun Ruijie Zheng Sai H. Vemprala Rogerio Bonatti Shuhang Chen Ratnesh Madaan Zhongjie Ba Ashish Kapoor Shuang Ma OffRL 22 15 0 16 Jul 2023
Intent-calibrated Self-training for Answer Selection in Open-domain Dialogues Wentao Deng Jiahuan Pei Z. Ren Zhumin Chen Pengjie Ren 18 4 0 13 Jul 2023
Multi-Task Consistency for Active Learning A. Hekimoglu Philipp Friedrich Walter Zimmer Michael Schmidt Alvaro Marcos-Ramiro Alois C. Knoll VLM 10 10 0 21 Jun 2023
Few Shot Rationale Generation using Self-Training with Dual Teachers Aditya Srikanth Veerubhotla Lahari Poddar J. Yin Gyuri Szarvas S. Eswaran LRM 16 2 0 05 Jun 2023
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild Can Qin Shu Zhen Zhang Ning Yu Yihao Feng Xinyi Yang ... Caiming Xiong Silvio Savarese Stefano Ermon Yun Fu Ran Xu 12 118 0 18 May 2023
Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn Ondrej Bohdal Yinbing Tian Yongshuo Zong Ruchika Chavhan Da Li H. Gouk Li Guo Timothy M. Hospedales 40 5 0 12 May 2023
Reduction of Class Activation Uncertainty with Background Information H. M. D. Kabir 21 9 0 05 May 2023
Structured Pruning for Multi-Task Deep Neural Networks Siddhant Garg Lijun Zhang Hui Guan 16 1 0 13 Apr 2023
Data-Centric Learning from Unlabeled Graphs with Diffusion Model Gang Liu Eric Inae Tong Zhao Jiaxin Xu Te Luo Meng-Long Jiang DiffM 29 23 0 17 Mar 2023
ViM: Vision Middleware for Unified Downstream Transferring Yutong Feng Biao Gong Jianwen Jiang Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 32 1 0 13 Mar 2023
Universal Instance Perception as Object Discovery and Retrieval B. Yan Yi-Xin Jiang Jiannan Wu D. Wang Ping Luo Zehuan Yuan Huchuan Lu VOS VLM LRM 35 161 0 12 Mar 2023
Prismer: A Vision-Language Model with Multi-Task Experts Shikun Liu Linxi Fan Edward Johns Zhiding Yu Chaowei Xiao Anima Anandkumar VLM MLLM 39 21 0 04 Mar 2023
Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous Driving Xiwen Liang Minzhe Niu Jianhua Han Hang Xu Chunjing Xu Xiaodan Liang VLM 23 14 0 03 Mar 2023
Self-Supervised In-Domain Representation Learning for Remote Sensing Image Scene Classification Ali Ghanbarzade Hossein Soleimani SSL 18 10 0 03 Feb 2023
Detecting Building Changes with Off-Nadir Aerial Images Chao Pang Jiang Wu Jian Ding Can Song Guisong Xia 19 29 0 26 Jan 2023
Training Semantic Segmentation on Heterogeneous Datasets Panagiotis Meletis Gijs Dubbelman 13 2 0 18 Jan 2023
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction Yang Yang Yibo Yang L. Zhang ViT 25 51 0 09 Jan 2023
TarViS: A Unified Approach for Target-based Video Segmentation A. Athar Alexander Hermans Jonathon Luiten Deva Ramanan Bastian Leibe VOS 23 29 0 06 Jan 2023
PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation Xiangtai Li Shilin Xu Yibo Yang Haobo Yuan Guangliang Cheng Yu Tong Zhouchen Lin Ming-Hsuan Yang Dacheng Tao ViT 37 21 0 03 Jan 2023
Reversible Column Networks Yuxuan Cai Yi Zhou Qi Han Jianjian Sun Xiangwen Kong Jun Yu Li Xiangyu Zhang VLM 31 53 0 22 Dec 2022
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation A. Das Yongqin Xian Yang He Zeynep Akata Bernt Schiele 29 13 0 15 Dec 2022
Unifying Tracking and Image-Video Object Detection Peirong Liu Rui Wang Pengchuan Zhang Omid Poursaeed Yipin Zhou Xuefei Cao Sreya . Dutta Roy Ashish Shah Ser-Nam Lim 13 0 0 20 Nov 2022
Self-Transriber: Few-shot Lyrics Transcription with Self-training Xiaoxue Gao Xianghu Yue Haizhou Li 28 7 0 18 Nov 2022
Teacher-Student Architecture for Knowledge Learning: A Survey Chengming Hu Xuan Li Dan Liu Xi Chen Ju Wang Xue Liu 20 35 0 28 Oct 2022
Composite Learning for Robust and Effective Dense Predictions Menelaos Kanakis Thomas E. Huang David Brüggemann F. I. F. Richard Yu Luc Van Gool SSL 39 3 0 13 Oct 2022
VIMA: General Robot Manipulation with Multimodal Prompts Yunfan Jiang Agrim Gupta Zichen Zhang Guanzhi Wang Yongqiang Dou Yanjun Chen Li Fei-Fei Anima Anandkumar Yuke Zhu Linxi Fan LM&Ro 24 334 0 06 Oct 2022