Robust Learning Through Cross-Task Consistency

7 June 2020

Papers citing "Robust Learning Through Cross-Task Consistency"

39 / 39 papers shown

Title
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis Anand Kumar Kavinder Roghit Kanthen Josna John 3DGS 43 0 0 23 Feb 2025
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning Hanwen Zhong Jiaxin Chen Yutong Zhang Di Huang Yunhong Wang MoE 44 0 0 12 Jan 2025
Controlled Training Data Generation with Diffusion Models Teresa Yeo Andrei Atanov Harold Benoit Aleksandr Alekseev Ruchira Ray Pooya Esmaeil Akhoondi Amir Zamir 47 4 0 22 Mar 2024
4M: Massively Multimodal Masked Modeling David Mizrahi Roman Bachmann Ouguzhan Fatih Kar Teresa Yeo Mingfei Gao Afshin Dehghan Amir Zamir MLLM 50 64 0 11 Dec 2023
Multi-task learning with cross-task consistency for improved depth estimation in colonoscopy P. E. Chavarrias-Solano A. Bulpitt Venkataraman Subramanian Sharib Ali 30 0 0 30 Nov 2023
Multi-Task Hypergraphs for Semi-supervised Learning using Earth Observations Mihai Cristian Pîrvu Alina Marcu A. Dobrescu N. Belbachir Marius Leordeanu 19 6 0 21 Aug 2023
TaskExpert: Dynamically Assembling Multi-Task Representations with Memorial Mixture-of-Experts Hanrong Ye Dan Xu MoE 42 26 0 28 Jul 2023
Point-supervised Single-cell Segmentation via Collaborative Knowledge Sharing Ji Yu 27 5 0 20 Apr 2023
Semantic Human Parsing via Scalable Semantic Transfer over Multiple Label Domains Jie-jin Yang Chaoqun Wang Zhen Li Junle Wang Ruimao Zhang 27 15 0 09 Apr 2023
Structured Generative Models for Scene Understanding Christopher K. I. Williams OCL 3DV 19 3 0 07 Feb 2023
GOOD: Exploring Geometric Cues for Detecting Objects in an Open World Haiwen Huang Andreas Geiger Dan Zhang VLM ObjD 21 11 0 22 Dec 2022
Egocentric Video Task Translation Zihui Xue Yale Song Kristen Grauman Lorenzo Torresani EgoV 31 13 0 13 Dec 2022
Robust Perception through Equivariance Chengzhi Mao Lingyu Zhang Abhishek Joshi Junfeng Yang Hongya Wang Carl Vondrick BDL AAML 29 7 0 12 Dec 2022
Cross-Domain Synthetic-to-Real In-the-Wild Depth and Normal Estimation for 3D Scene Understanding Jay Bhanushali Manivannan Muniyandi Praneeth Chakravarthula 3DPC ViT 25 2 0 09 Dec 2022
Minkowski Tracker: A Sparse Spatio-Temporal R-CNN for Joint Object Detection and Tracking JunYoung Gwak Silvio Savarese Jeannette Bohg VOT 30 13 0 22 Aug 2022
MGNet: Monocular Geometric Scene Understanding for Autonomous Driving Markus Schön M. Buchholz Klaus C. J. Dietmayer 3DPC 3DGS 33 42 0 27 Jun 2022
Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields Mingtong Zhang Shuhong Zheng Zhipeng Bao M. Hebert Yu-xiong Wang 27 12 0 09 Jun 2022
MulT: An End-to-End Multitask Learning Transformer Deblina Bhattacharjee Tong Zhang Sabine Süsstrunk Mathieu Salzmann ViT 42 63 0 17 May 2022
Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports Arijit Sehanobish M. Sandora Nabila Abraham Jayashri Pawar Danielle Torres Anasuya Das M. Becker Richard Herzog Benjamin Odry Ron Vianu 21 3 0 06 May 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 43 7 0 16 Mar 2022
3D Common Corruptions and Data Augmentation Oğuzhan Fatih Kar Teresa Yeo Andrei Atanov Amir Zamir 3DPC 53 107 0 02 Mar 2022
Auto-Lambda: Disentangling Dynamic Task Relationships Shikun Liu Stephen James Andrew J. Davison Edward Johns 42 75 0 07 Feb 2022
Shape from Polarization for Complex Scenes in the Wild Chenyang Lei Chenyang Qi Jiaxin Xie Na Fan V. Koltun Qifeng Chen 37 60 0 21 Dec 2021
CrossLoc: Scalable Aerial Localization Assisted by Multimodal Synthetic Data Qi Yan Jianhao Zheng Simon Reding Shanci Li I. Doytchinov 46 20 0 16 Dec 2021
Do Pedestrians Pay Attention? Eye Contact Detection in the Wild Younes Belkada Lorenzo Bertoni Romain Caristan Taylor Mordan Alexandre Alahi 32 12 0 08 Dec 2021
Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction Yikai Wang Gang Hua Wenbing Huang Fengxiang He Dacheng Tao 54 29 0 04 Dec 2021
Learning Multiple Dense Prediction Tasks from Partially Annotated Data Weihong Li Xialei Liu Hakan Bilen 45 40 0 29 Nov 2021
Cross-Task Consistency Learning Framework for Multi-Task Learning Akihiro Nakano Shi Chen K. Demachi CVBM 22 3 0 28 Nov 2021
Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing Xiaoxue Chen Tianyu Liu Hao Zhao Guyue Zhou Ya Zhang 33 22 0 24 Nov 2021
Discrete Representations Strengthen Vision Transformer Robustness Chengzhi Mao Lu Jiang Mostafa Dehghani Carl Vondrick Rahul Sukthankar Irfan Essa ViT 27 44 0 20 Nov 2021
Towards Panoptic 3D Parsing for Single Image in the Wild Sainan Liu Vincent Nguyen Yuan Gao Subarna Tripathi Zhuowen Tu 3DV 35 4 0 04 Nov 2021
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans Ainaz Eftekhar Alexander Sax Roman Bachmann Jitendra Malik Amir Zamir MedIm 33 288 0 11 Oct 2021
See Yourself in Others: Attending Multiple Tasks for Own Failure Detection Bo Sun Jiaxu Xing Hermann Blum Roland Siegwart Cesar Cadena 36 12 0 06 Oct 2021
Geometry Uncertainty Projection Network for Monocular 3D Object Detection Yan Lu Xinzhu Ma Lei Yang Tianzhu Zhang Yating Liu Qi Chu Junjie Yan Wanli Ouyang MDE 22 211 0 29 Jul 2021
Towards a Collective Agenda on AI for Earth Science Data Analysis D. Tuia R. Roscher Jan Dirk Wegner Nathan Jacobs Xiaoxiang Zhu Gustau Camps-Valls AI4CE 39 68 0 11 Apr 2021
UniT: Multimodal Multitask Learning with a Unified Transformer Ronghang Hu Amanpreet Singh ViT 25 295 0 22 Feb 2021
Semi-supervised Medical Image Segmentation through Dual-task Consistency Xiangde Luo Jieneng Chen Tao Song Yinan Chen Guotai Wang Shaoting Zhang 24 520 0 09 Sep 2020
OpenRooms: An End-to-End Open Framework for Photorealistic Indoor Scene Datasets Zhengqin Li Ting Yu S. Sang Sarah Wang Meng Song ... Hong-Xing Yu Kalyan Sunkavalli Milovs Havsan R. Ramamoorthi Manmohan Chandraker 3DV 31 84 0 25 Jul 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,675 0 05 Dec 2016