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"

50 / 1,293 papers shown

Title
Neural Multivariate Regression: Qualitative Insights from the Unconstrained Feature Model G. Andriopoulos Soyuj Jung Basnet Juan Guevara Li Guo Keith Ross 19 0 0 14 May 2025
MoKD: Multi-Task Optimization for Knowledge Distillation Zeeshan Hayder A. Cheraghian Lars Petersson Mehrtash Harandi VLM 49 0 0 13 May 2025
Terrain-aware Low Altitude Path Planning Yixuan Jia Andrea Tagliabue Navid Dadkhah Tehrani Jonathan P. How 26 0 0 11 May 2025
MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning Zixian Zhao Andrew Howes Xingchen Zhang 19 0 0 10 May 2025
Leveraging Multi-Task Learning for Multi-Label Power System Security Assessment Muhy Eddin Za'ter Amir Sajad B. Hodge 14 0 0 09 May 2025
Camera-Only Bird's Eye View Perception: A Neural Approach to LiDAR-Free Environmental Mapping for Autonomous Vehicles Anupkumar Bochare 14 0 0 09 May 2025
ADD: Physics-Based Motion Imitation with Adversarial Differential Discriminators Ziyu Zhang S. Bashkirov Dun Yang Michael Taylor Xue Bin Peng 38 0 0 08 May 2025
MTL-UE: Learning to Learn Nothing for Multi-Task Learning Yi Yu Song Xia Siyuan Yang Chenqi Kong Wenhan Yang Shijian Lu Yap-Peng Tan Alex Chichung Kot 46 0 0 08 May 2025
RLMiniStyler: Light-weight RL Style Agent for Arbitrary Sequential Neural Style Generation Jing Hu Chengming Feng Shu Hu Ming-Ching Chang Xin Li Xi Wu Xin Wang 31 0 0 07 May 2025
Integrated Image Reconstruction and Target Recognition based on Deep Learning Technique Cien Zhang Jiaming Zhang Jiajun He Okan Yurduseven 27 0 0 07 May 2025
Efficient 3D Full-Body Motion Generation from Sparse Tracking Inputs with Temporal Windows Georgios Fotios Angelis Savas Ozkan Sinan Mutlu Paul Wisbey Anastasios Drosou Mete Ozay 3DH 21 0 0 03 May 2025
Multi-level datasets training method in Physics-Informed Neural Networks Yao-Hsuan Tsai Hsiao-Tung Juan Pao-Hsiung Chiu Chao-An Lin AI4CE 39 0 0 30 Apr 2025
Learning Streaming Video Representation via Multitask Training Yibin Yan Jilan Xu Shangzhe Di Yikun Liu Yudi Shi Qirui Chen Zeqian Li Yifei Huang Weidi Xie CLL 84 0 0 28 Apr 2025
TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning Fengchun Liu. Tong Zhang Chunying Zhang 36 0 0 25 Apr 2025
Locating and Mitigating Gradient Conflicts in Point Cloud Domain Adaptation via Saliency Map Skewness Jiaqi Tang Yinsong Xu Qingchao Chen 3DPC 27 0 0 22 Apr 2025
DAM-Net: Domain Adaptation Network with Micro-Labeled Fine-Tuning for Change Detection H. Chen Xin Xu Fangling Pu 30 0 0 18 Apr 2025
Learning Compatible Multi-Prize Subnetworks for Asymmetric Retrieval Yushuai Sun Zikun Zhou D. Jiang Yaowei Wang Jun Yu Guangming Lu Wenjie Pei 29 0 0 16 Apr 2025
AnimeDL-2M: Million-Scale AI-Generated Anime Image Detection and Localization in Diffusion Era Chenyang Zhu Xing Zhang Yuyang Sun Ching-Chun Chang Isao Echizen 24 0 0 15 Apr 2025
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
ASRL:A robust loss function with potential for development Chenyu Hui Anran Zhang Xintong Li OOD 47 0 0 09 Apr 2025
IAEmu: Learning Galaxy Intrinsic Alignment Correlations Sneh Pandya Yuanyuan Yang N. V. Alfen Jonathan Blazek Robin Walters 26 1 0 07 Apr 2025
Safe Automated Refactoring for Efficient Migration of Imperative Deep Learning Programs to Graph Execution Raffi Khatchadourian Tatiana Castro Vélez M. Bagherzadeh Nan Jia A. Raja 24 0 0 07 Apr 2025
Energy Weighted Learning Progress Guided Interleaved Multi-Task Learning Hanne Say S. E. Ada Emre Ugur Erhan Öztop CLL 45 0 0 01 Apr 2025
FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment Ruisheng Han Kanglei Zhou Amir Atapour-Abarghouei Xiaohui Liang Hubert P. H. Shum CML 58 0 0 31 Mar 2025
BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation Rafi Ibn Sultan Hui Zhu Chengyin Li Dongxiao Zhu 50 0 0 30 Mar 2025
BIMII-Net: Brain-Inspired Multi-Iterative Interactive Network for RGB-T Road Scene Semantic Segmentation Hanshuo Qiu Jie Jiang Ruoli Yang Lixin Zhan Jizhao Liu 49 0 0 25 Mar 2025
Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval Arun V. Reddy Alexander Martin Eugene Yang Andrew Yates Kate Sanders Kenton W. Murray Reno Kriz Celso M. De Melo Benjamin Van Durme Rama Chellappa 48 1 0 24 Mar 2025
Cross-Modal and Uncertainty-Aware Agglomeration for Open-Vocabulary 3D Scene Understanding Jinlong Li Cristiano Saltori Fabio Poiesi N. Sebe 139 0 0 20 Mar 2025
Learning Cascade Ranking as One Network Yunli Wang Z. Zhang Z. Wang Z. Yang Y. Li Jian Yang Shiyang Wen Peng Jiang Kun Gai 49 0 0 13 Mar 2025
Alligat0R: Pre-Training Through Co-Visibility Segmentation for Relative Camera Pose Regression Thibaut Loiseau Guillaume Bourmaud Vincent Lepetit 62 0 0 10 Mar 2025
MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages Hao Xu Tengfei Xue Dongnan Liu Yuqian Chen Fan Zhang C. Westin Ron Kikinis L. O’Donnell Weidong Cai 41 0 0 09 Mar 2025
An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding Dou Hu Lingwei Wei Wei Zhou Songlin Hu 33 0 0 06 Mar 2025
Continual Optimization with Symmetry Teleportation for Multi-Task Learning Zhipeng Zhou Ziqiao Meng Pengcheng Wu Peilin Zhao Chunyan Miao 47 0 0 06 Mar 2025
Variance-Aware Loss Scheduling for Multimodal Alignment in Low-Data Settings Sneh Pillai 54 0 0 05 Mar 2025
Gradient Deconfliction via Orthogonal Projections onto Subspaces For Multi-task Learning Shijie Zhu Hui Zhao Tianshu Wu Pengjie Wang Hongbo Deng Jian Xu Bo Zheng 48 1 0 05 Mar 2025
From Data to Uncertainty Sets: a Machine Learning Approach Dimitris Bertsimas Benjamin Boucher 66 0 0 04 Mar 2025
Go Beyond Your Means: Unlearning with Per-Sample Gradient Orthogonalization Aviv Shamsian E. Shaar Aviv Navon Gal Chechik Ethan Fetaya MU 58 0 0 04 Mar 2025
A2DO: Adaptive Anti-Degradation Odometry with Deep Multi-Sensor Fusion for Autonomous Navigation Hui Lai Qi Chen Junping Zhang Jian Pu 30 0 0 28 Feb 2025
Minds on the Move: Decoding Trajectory Prediction in Autonomous Driving with Cognitive Insights Haicheng Liao Chengyue Wang Kaiqun Zhu Yilong Ren Bolin Gao Shengbo Eben Li Chengzhong Xu Z. Li 64 2 0 27 Feb 2025
Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification Yimin Zhu Linlin Xu DiffM 55 1 0 27 Feb 2025
PFformer: A Position-Free Transformer Variant for Extreme-Adaptive Multivariate Time Series Forecasting Yanhong Li D. Anastasiu AI4TS 36 0 0 27 Feb 2025
Gradient-Guided Annealing for Domain Generalization Aristotelis Ballas Christos Diou OOD 133 0 0 27 Feb 2025
Forecasting Local Ionospheric Parameters Using Transformers D. J. Alford-Lago C. Curtis Alexander T. Ihler Katherine A. Zawdie Douglas P. Drob 62 0 0 24 Feb 2025
Structure-preserving contrastive learning for spatial time series Yiru Jiao S. Cranenburgh Simeon C. Calvert H. Lint AI4TS 87 0 0 10 Feb 2025
DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations Krishna Sri Ipsit Mantri Carola-Bibiane Schönlieb Bruno Ribeiro Chaim Baskin Moshe Eliasof 41 0 0 09 Feb 2025
Beyond and Free from Diffusion: Invertible Guided Consistency Training Chia-Hong Hsu Shiu-hong Kao Randall Balestriero 3DV 77 0 0 08 Feb 2025
NextBestPath: Efficient 3D Mapping of Unseen Environments Shiyao Li Antoine Guédon Clémentin Boittiaux Shizhe Chen Vincent Lepetit 50 0 0 07 Feb 2025
Density Ratio Estimation with Conditional Probability Paths Hanlin Yu Arto Klami Aapo Hyvarinen Anna Korba Omar Chehab 64 0 0 04 Feb 2025
Beyond Yes or No: Predictive Compliance Monitoring Approaches for Quantifying the Magnitude of Compliance Violations Qian Chen Stefanie Rinderle-Ma Lijie Wen 57 0 0 03 Feb 2025
Glioma Multimodal MRI Analysis System for Tumor Layered Diagnosis via Multi-task Semi-supervised Learning Y. Liu Zhihao Cui Liming Li Junjie You Xinle Feng Jianxin Wang Xiangyu Wang Qing Liu Minghua Wu 57 1 0 29 Jan 2025