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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MFOS: Model-Free & One-Shot Object Pose Estimation Jongmin Lee Yohann Cabon Romain Brégier Sungjoo Yoo Jérôme Revaud ViT 40 6 0 03 Oct 2023
BYOM: Building Your Own Multi-Task Model For Free Weisen Jiang Baijiong Lin Han Shi Yu Zhang Zhenguo Li James T. Kwok MoMe 45 5 0 03 Oct 2023
Selective Feature Adapter for Dense Vision Transformers XueQing Deng Qi Fan Xiaojie Jin Linjie Yang Peng Wang 42 0 0 03 Oct 2023
On Training Derivative-Constrained Neural Networks KaiChieh Lo Daniel Huang 38 3 0 02 Oct 2023
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale Markus Frohmann Carolin Holtermann Shahed Masoudian Anne Lauscher Navid Rekabsaz 47 2 0 02 Oct 2023
Multi-task Learning with 3D-Aware Regularization Weihong Li Jingyu Sun A. Leonardis Hakan Bilen 33 3 0 02 Oct 2023
Win-Win: Training High-Resolution Vision Transformers from Two Windows Vincent Leroy Jérôme Revaud Thomas Lucas Philippe Weinzaepfel ViT 44 2 0 01 Oct 2023
MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images Huyen Tran D. Nguyen John Yearwood MedIm ViT 40 0 0 30 Sep 2023
HarmonyDream: Task Harmonization Inside World Models Haoyu Ma Jialong Wu Ningya Feng Chenjun Xiao Dong Li Jianye Hao Jianmin Wang Mingsheng Long 41 7 0 30 Sep 2023
MORPH: Design Co-optimization with Reinforcement Learning via a Differentiable Hardware Model Proxy Zhanpeng He Hanze Dong 19 4 0 29 Sep 2023
XVO: Generalized Visual Odometry via Cross-Modal Self-Training Tohida Rehman Ronit Mandal Jimuyang Zhang Debarshi Kumar Sanyal SSL 38 17 0 28 Sep 2023
Deep Model Fusion: A Survey Weishi Li Yong Peng Miao Zhang Liang Ding Han Hu Li Shen FedML MoMe 46 54 0 27 Sep 2023
Noise-in, Bias-out: Balanced and Real-time MoCap Solving G. Albanis N. Zioulis Spyridon Thermos Anargyros Chatzitofis Kostas Kolomvatsos 18 0 0 25 Sep 2023
A Knowledge-Driven Cross-view Contrastive Learning for EEG Representation Weining Weng Yang Gu Qihui Zhang Yingying Huang Chunyan Miao Yiqiang Chen 35 6 0 21 Sep 2023
Orbital AI-based Autonomous Refuelling Solution Duarte Rondao Lei He Nabil Aouf 8 0 0 20 Sep 2023
CNN-based local features for navigation near an asteroid O. Knuuttila A. Kestilä E. Kallio 25 0 0 20 Sep 2023
Dynamic Visual Semantic Sub-Embeddings and Fast Re-Ranking Wenzhang Wei Zhipeng Gui Changguang Wu Anqi Zhao D. Peng Huayi Wu 26 0 0 15 Sep 2023
Hierarchical Audio-Visual Information Fusion with Multi-label Joint Decoding for MER 2023 Haotian Wang Yuxuan Xi Hang Chen Jun Du Yan Song ... Pengfei Hu Ya Jiang Shi Cheng Jie Zhang Yuzhe Weng 53 4 0 11 Sep 2023
Learning Spiking Neural Network from Easy to Hard task Lingling Tang Jiangtao Hu Hua Yu Surui Liu Jielei Chu 39 1 0 09 Sep 2023
Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving Thomas E. Huang Yifan Liu Luc Van Gool Fisher Yu 34 5 0 08 Sep 2023
Building Footprint Extraction in Dense Areas using Super Resolution and Frame Field Learning Vuong Nguyen Anh Ho Duc Anh Vu Nguyen Thi Ngoc Anh Tran Ngoc Thang 27 3 0 04 Sep 2023
A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects Haomin Wen Youfang Lin Lixia Wu Xiaowei Mao Tianyu Cai ... Guangyin Jin Yiji Zhao Roger Zimmermann Jieping Ye Huaiyu Wan AI4TS 43 4 0 03 Sep 2023
Multitask Deep Learning for Accurate Risk Stratification and Prediction of Next Steps for Coronary CT Angiography Patients Juan Lu Bennamoun J. Stewart J. Eshraghian Yanbin Liu B. Chow Frank M. Sanfilippo Girish Dwivedi OOD 30 2 0 01 Sep 2023
Label Budget Allocation in Multi-Task Learning Ximeng Sun Kihyuk Sohn Kate Saenko Clayton Mellina Xiao Bian 41 0 0 24 Aug 2023
Learned Local Attention Maps for Synthesising Vessel Segmentations Yashwardhan Deo Rodrigo Bonazzola Haoran Dou Yan Xia Tianyou Wei Nishant Ravikumar Alejandro F. Frangi T. Lassila MedIm 31 0 0 24 Aug 2023
Vision Transformer Adapters for Generalizable Multitask Learning Deblina Bhattacharjee Sabine Süsstrunk Mathieu Salzmann ViT 26 8 0 23 Aug 2023
Less is More -- Towards parsimonious multi-task models using structured sparsity Richa Upadhyay Ronald Phlypo Rajkumar Saini Marcus Liwicki MoE 25 3 0 23 Aug 2023
Dual-Balancing for Multi-Task Learning Baijiong Lin Weisen Jiang Feiyang Ye Yu Zhang Pengguang Chen Yingke Chen Shu Liu James T. Kwok CVBM 46 12 0 23 Aug 2023
Multi-Modal Multi-Task (3MT) Road Segmentation Erkan Milli Özgür Erkent A. Yılmaz 31 8 0 23 Aug 2023
OFVL-MS: Once for Visual Localization across Multiple Indoor Scenes Tao Xie Kun Dai Si-Tong Lu K. Wang Zhiqiang Jiang Jin Gao Dedong Liu Jinfeng Xu Lijun Zhao Rui Li 55 9 0 23 Aug 2023
Efficient Controllable Multi-Task Architectures Abhishek Aich S. Schulter Amit K. Roy-Chowdhury Manmohan Chandraker Yumin Suh 49 5 0 22 Aug 2023
Long-Term Prediction of Natural Video Sequences with Robust Video Predictors Luke Ditria Tom Drummond 56 0 0 21 Aug 2023
ASY-VRNet: Waterway Panoptic Driving Perception Model based on Asymmetric Fair Fusion of Vision and 4D mmWave Radar Runwei Guan Shanliang Yao Xiaohui Zhu Ka Lok Man Yong Yue Jeremy S. Smith Eng Gee Lim Yutao Yue 40 9 0 20 Aug 2023
Sensitivity analysis of AI-based algorithms for autonomous driving on optical wavefront aberrations induced by the windshield D. Wolf Markus Ulrich Nikhil Kapoor 42 3 0 19 Aug 2023
UniAP: Towards Universal Animal Perception in Vision via Few-shot Learning Meiqi Sun Zhonghan Zhao Wenhao Chai Hanjun Luo Shidong Cao Yanting Zhang Lei Li Gaoang Wang 29 8 0 19 Aug 2023
STEM: Unleashing the Power of Embeddings for Multi-task Recommendation Liangcai Su Junwei Pan Ximei Wang Xi Xiao Shijie Quan Xihua Chen Jie Jiang 30 15 0 16 Aug 2023
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey Lovre Torbarina Tin Ferkovic Lukasz Roguski Velimir Mihelčić Bruno Šarlija Z. Kraljevic 31 5 0 16 Aug 2023
PEvoLM: Protein Sequence Evolutionary Information Language Model Issar Arab 13 1 0 16 Aug 2023
PGT-Net: Progressive Guided Multi-task Neural Network for Small-area Wet Fingerprint Denoising and Recognition Yu-Ting Li Ching-Te Chiu An-Ting Hsieh Mao-Hsiu Hsu Wenyong Long Jui-Min Hsu 22 1 0 14 Aug 2023
FusionPlanner: A Multi-task Motion Planner for Mining Trucks via Multi-sensor Fusion Siyu Teng Luxi Li Yuchen Li Xuemin Hu Lingxi Li Yunfeng Ai Long Chen 44 31 0 14 Aug 2023
Deep Task-specific Bottom Representation Network for Multi-Task Recommendation Qi Liu Zhilong Zhou Gangwei Jiang T. Ge Defu Lian 33 13 0 11 Aug 2023
Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction Yangyang Xu Yibo Yang Bernard Ghanemm Lefei Zhang Du Bo Dacheng Tao 26 1 0 10 Aug 2023
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation Jinyuan Liu Zhu Liu Guanyao Wu Long Ma Risheng Liu Wei Zhong Zhongxuan Luo Xin-Yue Fan 23 119 0 04 Aug 2023
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives Chuntao Ding Zhichao Lu Shangguang Wang Ran Cheng Vishnu Boddeti MoMe 34 16 0 03 Aug 2023
Incorporating Season and Solar Specificity into Renderings made by a NeRF Architecture using Satellite Images Michael Gableman A. Kak 38 8 0 02 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration Jinghao Zhang Fengmei Zhao 34 2 0 01 Aug 2023
A Novel Temporal Multi-Gate Mixture-of-Experts Approach for Vehicle Trajectory and Driving Intention Prediction Renteng Yuan Mohamed Abdel-Aty Q. Xiang Zijin Wang Xin Gu 21 10 0 01 Aug 2023
FULLER: Unified Multi-modality Multi-task 3D Perception via Multi-level Gradient Calibration Zhiji Huang Sihao Lin Guiyu Liu Mukun Luo Chao Ye Hang Xu Xiaojun Chang Xiaodan Liang 43 6 0 31 Jul 2023
JOTR: 3D Joint Contrastive Learning with Transformers for Occluded Human Mesh Recovery Jiahao Li Zongxin Yang Xiaohan Wang Jianxin Ma Chang Zhou Yi Yang 45 11 0 31 Jul 2023
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment Zhuo Chen Lingbing Guo Yin Fang Yichi Zhang Jiaoyan Chen Jeff Z. Pan Yongqian Li Hua-zeng Chen Wen Zhang 37 25 0 30 Jul 2023