Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics

19 May 2017

Alex Kendall

Papers citing "Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics"

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Title
Episodic-free Task Selection for Few-shot Learning Tao Zhang 15 0 0 31 Jan 2024
VJT: A Video Transformer on Joint Tasks of Deblurring, Low-light Enhancement and Denoising Yuxiang Hui Yang Liu Yaofang Liu Fan Jia Jinshan Pan Raymond H. F. Chan Tieyong Zeng ViT 40 1 0 26 Jan 2024
Deep multitask neural networks for solving some stochastic optimal control problems Christian Yeo 33 1 0 23 Jan 2024
Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both? Nikita Soni Niranjan Balasubramanian H. Andrew Schwartz Dirk Hovy 41 3 0 23 Jan 2024
A First-Order Multi-Gradient Algorithm for Multi-Objective Bi-Level Optimization Feiyang Ye Baijiong Lin Xiao-Qun Cao Yu Zhang Ivor Tsang 55 6 0 17 Jan 2024
Multitask Learning in Minimally Invasive Surgical Vision: A Review Oluwatosin O. Alabi Tom Vercauteren Miaojing Shi 36 3 0 16 Jan 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 67 1 0 15 Jan 2024
UniVision: A Unified Framework for Vision-Centric 3D Perception Yu Hong Qian Liu Huayuan Cheng Danjiao Ma Hang Dai Yu Wang Guangzhi Cao Yong Ding 59 7 0 13 Jan 2024
Self-supervised Learning for Electroencephalogram: A Systematic Survey Weining Weng Yang Gu Shuai Guo Yuan Ma Zhaohua Yang Yuchen Liu Yiqiang Chen 40 12 0 09 Jan 2024
Multi-scale attention-based instance segmentation for measuring crystals with large size variation Theresa Neubauer Astrid Berg M. Wimmer Dimitrios Lenis David Major ... Gaia Romana De Paolis Johannes Novotny Daniel Lüftner Katja Reinharter Katja Bühler 29 2 0 08 Jan 2024
PINN surrogate of Li-ion battery models for parameter inference. Part I: Implementation and multi-fidelity hierarchies for the single-particle model M. Hassanaly Peter J. Weddle Ryan N. King Subhayan De Alireza Doostan Corey R. Randall Eric J. Dufek Andrew M. Colclasure Kandler Smith 31 7 0 28 Dec 2023
Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation Rongyu Zhang Yulin Luo Jiaming Liu Huanrui Yang Zhen Dong ... Tomoyuki Okuno Yohei Nakata Kurt Keutzer Yuan Du Shanghang Zhang MoMe MoE 45 3 0 27 Dec 2023
Curricular and Cyclical Loss for Time Series Learning Strategy Chenxi Sun Hongyan Li Moxian Song D. Cai linda Qiao 35 1 0 26 Dec 2023
ATE-SG: Alternate Through the Epochs Stochastic Gradient for Multi-Task Neural Networks Stefania Bellavia Francesco Della Santa Alessandra Papini 46 0 0 26 Dec 2023
DSAF: A Dual-Stage Adaptive Framework for Numerical Weather Prediction Downscaling Pengwei Liu Wen-wu Wang Bingqing Peng Binqing Wu Liang Sun AI4Cl 27 0 0 19 Dec 2023
Continuous Diffusion for Mixed-Type Tabular Data Markus Mueller Kathrin Gruber Dennis Fok DiffM 64 5 0 16 Dec 2023
Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous Modalities Runwei Guan Haocheng Zhao Shanliang Yao Ka Lok Man Xiaohui Zhu ... Yong Yue Jeremy S. Smith Eng Gee Lim Weiping Ding Yutao Yue 33 4 0 14 Dec 2023
MaskConver: Revisiting Pure Convolution Model for Panoptic Segmentation Abdullah Rashwan Jiageng Zhang A. Taalimi Fan Yang Xingyi Zhou Chaochao Yan Liang-Chieh Chen Yeqing Li ViT 36 5 0 11 Dec 2023
AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One Michael Ranzinger Greg Heinrich Jan Kautz Pavlo Molchanov VLM 53 42 0 10 Dec 2023
Enhancing the Accuracy of Predictors of Activity Sequences of Business Processes Muhammad Awais Ali Marlon Dumas Fredrik P. Milani 16 0 0 09 Dec 2023
Interactive Reweighting for Mitigating Label Quality Issues Weikai Yang Yukai Guo Jing Wu Zheng Wang Lan-Zhe Guo Yu-Feng Li Shixia Liu 41 6 0 08 Dec 2023
Analyzing and Improving the Training Dynamics of Diffusion Models Tero Karras M. Aittala J. Lehtinen Janne Hellsten Timo Aila S. Laine 61 162 0 05 Dec 2023
Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model Yuxia Geng Jiaoyan Chen Yuhang Zeng Zhuo Chen Wen Zhang Jeff Z. Pan Yuxiang Wang Xiaoliang Xu 47 2 0 04 Dec 2023
ESTformer: Transformer Utilizing Spatiotemporal Dependencies for Electroencaphalogram Super-resolution Dongdong Li Zhongliang Zeng Zhe Wang Hai Yang 36 0 0 03 Dec 2023
FedHCA $^2$ : Towards Hetero-Client Federated Multi-Task Learning Yuxiang Lu Suizhi Huang Yuwen Yang Shalayiding Sirejiding Yue Ding Hongtao Lu FedML 55 3 0 22 Nov 2023
Robust Adversarial Attacks Detection for Deep Learning based Relative Pose Estimation for Space Rendezvous Ziwei Wang Nabil Aouf Jose Pizarro Christophe Honvault AAML 26 0 0 10 Nov 2023
UMedNeRF: Uncertainty-aware Single View Volumetric Rendering for Medical Neural Radiance Fields Jing Hu Qinrui Fan Shu Hu Siwei Lyu Xi Wu Xin Wang 23 11 0 10 Nov 2023
Examining Common Paradigms in Multi-Task Learning Cathrin Elich Lukas Kirchdorfer Jan M. Kohler Lukas Schott 42 0 0 08 Nov 2023
FFINet: Future Feedback Interaction Network for Motion Forecasting Miao Kang Shengqi Wang Sanping Zhou Ke Ye Jingjing Jiang Nanning Zheng 43 7 0 08 Nov 2023
$CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus images$ CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus images Chong Zhong Yang Li Danjuan Yang Meiyan Li Xingyao Zhou Bo Fu Catherine C. Liu A. H. Welsh MedIm 20 2 0 07 Nov 2023
TSP-Transformer: Task-Specific Prompts Boosted Transformer for Holistic Scene Understanding Shuo Wang Jing Li Zibo Zhao Dongze Lian Binbin Huang Xiaomei Wang Zhengxin Li Shenghua Gao 48 5 0 06 Nov 2023
Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE Zeren Chen Ziqin Wang Zhen Wang Huayang Liu Zhen-fei Yin Si Liu Lu Sheng Wanli Ouyang Yu Qiao Jing Shao MoE 51 7 0 05 Nov 2023
Multi-task Learning for Optical Coherence Tomography Angiography (OCTA) Vessel Segmentation Can Koz Onat Dalmaz Mertay Dayanç 18 0 0 03 Nov 2023
Constructing Temporal Dynamic Knowledge Graphs from Interactive Text-based Games Keunwoo Peter Yu AI4CE 57 1 0 03 Nov 2023
ProcSim: Proxy-based Confidence for Robust Similarity Learning Oriol Barbany Xiaofan Lin Muhammet Bastan Arnab Dhua 31 2 0 01 Nov 2023
Learning to optimize by multi-gradient for multi-objective optimization Linxi Yang Xinmin Yang L. Tang 23 1 0 01 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 61 15 0 31 Oct 2023
Episodic Multi-Task Learning with Heterogeneous Neural Processes Jiayi Shen Xiantong Zhen Qi Qi Wang M. Worring 32 11 0 28 Oct 2023
From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction Nima Shoghi Adeesh Kolluru John R. Kitchin Zachary W. Ulissi C. L. Zitnick Brandon M. Wood AI4CE 29 32 0 25 Oct 2023
Robust Representation Learning for Unified Online Top-K Recommendation Minfang Lu Yuchen Jiang Huihui Dong Qi Li Xinhang Li ... Hao Hu Ziru Xu Yuning Jiang Jian Xu Bo Zheng CML 31 0 0 24 Oct 2023
FERI: A Multitask-based Fairness Achieving Algorithm with Applications to Fair Organ Transplantation Can Li Dejian Lai Xiaoqian Jiang Kai Zhang 34 4 0 20 Oct 2023
Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems Yunli Wang Zhiqiang Wang Jian Yang Shiyang Wen Dongying Kong Han Li Kun Gai 37 11 0 16 Oct 2023
Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning Geri Skenderi Luigi Capogrosso Andrea Toaiari Matteo Denitto Franco Fummi Simone Melzi Marco Cristani OOD 41 0 0 13 Oct 2023
Transformer-based Multimodal Change Detection with Multitask Consistency Constraints Biyuan Liu Huaixin Chen Kun Li Michael Ying Yang 43 15 0 13 Oct 2023
Scalarization for Multi-Task and Multi-Domain Learning at Scale Amelie Royer Tijmen Blankevoort B. Bejnordi 43 17 0 13 Oct 2023
Multi-Task Learning-Enabled Automatic Vessel Draft Reading for Intelligent Maritime Surveillance Jingxiang Qu Ryan Wen Liu Chenjie Zhao Yu Guo S. Xu Fenghua Zhu Yisheng Lv 45 3 0 11 Oct 2023
Denoising Task Routing for Diffusion Models Byeongjun Park Sangmin Woo Hyojun Go Jin-Young Kim Changick Kim DiffM 29 18 0 11 Oct 2023
Factorized Tensor Networks for Multi-Task and Multi-Domain Learning Yash Garg Nebiyou Yismaw Rakib Hyder Ashley Prater-Bennette Ulugbek S. Kamilov 33 2 0 09 Oct 2023
Ammonia-Net: A Multi-task Joint Learning Model for Multi-class Segmentation and Classification in Tooth-marked Tongue Diagnosis Shunkai Shi Yuqi Wang Qihui Ye Yanran Wang Yiming Zhu Muhammad Hassan Melliou Aikaterini Dongmei Yu 41 2 0 05 Oct 2023
Human-oriented Representation Learning for Robotic Manipulation Mingxiao Huo Mingyu Ding Chenfeng Xu Thomas Tian Xinghao Zhu Yao Mu Lingfeng Sun Masayoshi Tomizuka Wei Zhan SSL 55 12 0 04 Oct 2023