IEEE TPAMI

Transfer-based adaptive tree for multimodal sentiment analysis based on user latent aspects

Sana Rahmani, Saeid Hosseini, Raziyeh Zall, Mohammad Reza Kangavari, Sara Kamran, Wen Hua

Comments Under Review on IEEE Transactions on Pattern Analysis and Machine Intelligence

Saying the Unseen: Video Descriptions via Dialog Agents

Ye Zhu, Yu Wu, Yi Yang, Yan Yan

Comments Accepted as a regular paper at TPAMI 2021

Towards End-to-End Text Spotting in Natural Scenes

Peng Wang, Hui Li, Chunhua Shen

Comments Accepted to IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI). 16 pages

Accelerated Computation of a High Dimensional Kolmogorov-Smirnov Distance

Alex Hagen, Shane Jackson, James Kahn, Jan Strube, Isabel Haide, Karl Pazdernik, Connor Hainje

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Feature Completion for Occluded Person Re-Identification

Ruibing Hou, Bingpeng Ma, Hong Chang, Xinqian Gu, Shiguang Shan, Xilin Chen

Comments 18 pages, 17 figures. The paper is accepted by TPAMI, and the code is available at https://github.com/blue-blue272/OccludedReID-RFCnet

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

A Sparse and Locally Coherent Morphable Face Model for Dense Semantic Correspondence Across Heterogeneous 3D Faces

Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo

Comments Accepted for publication in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Attack to Fool and Explain Deep Networks

Naveed Akhtar, Muhammad A. A. K. Jalwana, Mohammed Bennamoun, Ajmal Mian

Comments To appear in IEEE TPAMI. arXiv admin note: text overlap with arXiv:1905.11544

Recent Advances in Large Margin Learning

Yiwen Guo, Changshui Zhang

Comments Accepted by TPAMI, 8 pages, 3 figures

Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks

Lin Wang, Kuk-Jin Yoon

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI),2021. Some references are updated in this version

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021

Fast Weakly Supervised Action Segmentation Using Mutual Consistency

Yaser Souri, Mohsen Fayyaz, Luca Minciullo, Gianpiero Francesca, Juergen Gall

Comments Accepted for publication at TPAMI (IEEE Transactions on Pattern Analysis and Machine Intelligence) in 2021. First two authors contributed equally

SkeletonNet: A Topology-Preserving Solution for Learning Mesh Reconstruction of Object Surfaces from RGB Images

Jiapeng Tang, Xiaoguang Han, Mingkui Tan, Xin Tong, Kui Jia

Comments 17 pages, 13 figures; TPAMI 2021

Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation

Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu

Comments TPAMI 2021

Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation

Bingfeng Zhang, Jimin Xiao, Jianbo Jiao, Yunchao Wei, Yao Zhao

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TAPMI 2021)

Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding

Mingjie Sun, Jimin Xiao, Eng Gee Lim, Si Liu, John Y. Goulermas

Comments TPAMI

Video Imprint

Zhanning Gao, Le Wang, Nebojsa Jojic, Zhenxing Niu, Nanning Zheng, Gang Hua

Journal ref IEEE transactions on pattern analysis and machine intelligence, 41(12), 3086-3099 (2018)

Convolutional Neural Networks with Gated Recurrent Connections

Jianfeng Wang, Xiaolin Hu

Comments Accepted by TPAMI. An extension of our previous NeurIPS 2017 paper "Gated recurrent convolution neural network for OCR". We demonstrate the good performance of GRCNN on image classification and object detection. Codes are available at: https://github.com/Jianf-Wang/GRCNN

Regularizing Deep Networks with Semantic Data Augmentation

Yulin Wang, Gao Huang, Shiji Song, Xuran Pan, Yitong Xia, Cheng Wu

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). Journal version of arXiv:1909.12220 (NeurIPS 2019). Code is available at https://github.com/blackfeather-wang/ISDA-for-Deep-Networks

Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations

Bohan Zhuang, Jing Liu, Mingkui Tan, Lingqiao Liu, Ian Reid, Chunhua Shen

Comments Accepted to IEEE T. Pattern Analysis and Machine Intelligence (TPAMI). Extended version of arXiv:1711.00205 (CVPR 2018)

Efficient Low-Rank Semidefinite Programming with Robust Loss Functions

Quanming Yao, Hangsi Yang, En-Liang Hu, James Kwok

Comments Preprint version. Final version is accepted to "IEEE Transactions on Pattern Analysis and Machine Intelligence"

Robust Isometric Non-Rigid Structure-from-Motion

Shaifali Parashar, Adrien Bartoli, Daniel Pizarro

Comments Accepted in TPAMI 2021

How Do Neural Networks Estimate Optical Flow? A Neuropsychology-Inspired Study

D. B. de Jong, F. Paredes-Vallés, G. C. H. E. de Croon

Comments 16 pages, 15 figures

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021

Confidence Estimation via Auxiliary Models

Charles Corbière, Nicolas Thome, Antoine Saporta, Tuan-Hung Vu, Matthieu Cord, Patrick Pérez

Comments Accepted to TPAMI 2021

PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal

Si Liu, Wentao Jiang, Chen Gao, Ran He, Jiashi Feng, Bo Li, Shuicheng Yan

Comments Accepted by TPAMI 2021

Spherical Principal Curves

Jang-Hyun Kim, Jongmin Lee, Hee-Seok Oh

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 43, 2165-2171 (2021)

Human-centric Relation Segmentation: Dataset and Solution

Si Liu, Zitian Wang, Yulu Gao, Lejian Ren, Yue Liao, Guanghui Ren, Bo Li, Shuicheng Yan

Comments Accepted by TPAMI 2021

Act Like a Radiologist: Towards Reliable Multi-view Correspondence Reasoning for Mammogram Mass Detection

Yuhang Liu, Fandong Zhang, Chaoqi Chen, Siwen Wang, Yizhou Wang, Yizhou Yu

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Shape Analysis of Functional Data with Elastic Partial Matching

Darshan Bryner, Anuj Srivastava

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Learning on Hypergraphs with Sparsity

Canh Hao Nguyen, Hiroshi Mamitsuka

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (2020)

Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration

Zongxin Yang, Yunchao Wei, Yi Yang

Comments Accepted by TPAMI; Journal extension of arXiv:2003.08333 (ECCV 2020, Spotlight)

K-Shot Contrastive Learning of Visual Features with Multiple Instance Augmentations

Haohang Xu, Hongkai Xiong, Guo-Jun Qi

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021