IEEE TPAMI

Efficient Training for Positive Unlabeled Learning

Emanuele Sansone, Francesco G. B. De Natale, Zhi-Hua Zhou

Comments Submitted to IEEE TPAMI

Journal ref 31 July 2018

An In-Depth Analysis of Visual Tracking with Siamese Neural Networks

Roman Pflugfelder

Comments submitted to IEEE TPAMI

Generalizable Data-free Objective for Crafting Universal Adversarial Perturbations

Konda Reddy Mopuri, Aditya Ganeshan, R. Venkatesh Babu

Comments TPAMI | Repository: https://github.com/val-iisc/GD-UAP

Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers

Quanming Yao, James T. Kwok, Taifeng Wang, Tie-Yan Liu

Comments Accepted by TPAMI in 2018 (extension of ICDM-2015 conference paper arXiv:1512.00984)

Hyperspectral recovery from RGB images using Gaussian Processes

Naveed Akhtar, Ajmal Mian

Comments Revision submitted to IEEE TPAMI

Deep Supervision with Intermediate Concepts

Chi Li, M. Zeeshan Zia, Quoc-Huy Tran, Xiang Yu, Gregory D. Hager, Manmohan Chandraker

Comments Submitted to TPAMI, first revision. arXiv admin note: text overlap with arXiv:1612.02699

Fine-tuning CNN Image Retrieval with No Human Annotation

Filip Radenović, Giorgos Tolias, Ondřej Chum

Comments TPAMI 2018. arXiv admin note: substantial text overlap with arXiv:1604.02426

PsyPhy: A Psychophysics Driven Evaluation Framework for Visual Recognition

Brandon RichardWebster, Samuel E. Anthony, Walter J. Scheirer

Comments 9 pages, 4 figures. Published at IEEE Transactions on Pattern Analysis and Machine Intelligence. For supplemental material see http://bjrichardwebster.com/papers/psyphy/supp

A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding

Anis Kacem, Mohamed Daoudi, Boulbaba Ben Amor, Stefano Berretti, Juan Carlos Alvarez-Paiva

Comments Under minor revisions in IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). A preliminary version of this work appeared in ICCV 17 (A Kacem, M Daoudi, BB Amor, JC Alvarez-Paiva, A Novel Space-Time Representation on the Positive Semidefinite Cone for Facial Expression Recognition, ICCV 17). arXiv admin note: substantial text overlap with arXiv:1707.06440

StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks

Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris Metaxas

Comments In IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2018. (16 pages, 15 figures.)

Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning

Takeru Miyato, Shin-ichi Maeda, Masanori Koyama, Shin Ishii

Comments To be appeared in IEEE Transactions on Pattern Analysis and Machine Intelligence

Predicting the Driver's Focus of Attention: the DR(eye)VE Project

Andrea Palazzi, Davide Abati, Simone Calderara, Francesco Solera, Rita Cucchiara

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence

Subspace Clustering by Block Diagonal Representation

Canyi Lu, Jiashi Feng, Zhouchen Lin, Tao Mei, Shuicheng Yan

Journal ref IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018

Learning to Deblur Images with Exemplars

Jinshan Pan, Wenqi Ren, Zhe Hu, Ming-Hsuan Yang

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence 2018

CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images

Yudong Guo, Juyong Zhang, Jianfei Cai, Boyi Jiang, Jianmin Zheng

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018

Learning Two-Branch Neural Networks for Image-Text Matching Tasks

Liwei Wang, Yin Li, Jing Huang, Svetlana Lazebnik

Comments accepted version in TPAMI 2018

From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation

Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence as a regular paper. arXiv admin note: substantial text overlap with arXiv:1607.03401

Visual Tracking via Dynamic Graph Learning

Chenglong Li, Liang Lin, Wangmeng Zuo, Jin Tang, Ming-Hsuan Yang

Comments Submitted to TPAMI 2017

On the Reconstruction of Face Images from Deep Face Templates

Guangcan Mai, Kai Cao, Pong C. Yuen, Anil K. Jain

Comments To appear in TPAMI, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018

Learn on Source, Refine on Target:A Model Transfer Learning Framework with Random Forests

Noam Segev, Maayan Harel, Shie Mannor, Koby Crammer, Ran El-Yaniv

Comments 2 columns, 14 pages, TPAMI submitted

Journal ref IEEE transactions on pattern analysis and machine intelligence 39 (2017) 1811-1824

Bound and Conquer: Improving Triangulation by Enforcing Consistency

Adam Scholefield, Alireza Ghasemi, Martin Vetterli

Comments 8 pages, 4 figures, Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Robust and Globally Optimal Manhattan Frame Estimation in Near Real Time

Kyungdon Joo, Tae-Hyun Oh, Junsik Kim, In So Kweon

Comments To appear in TPAMI

Face Alignment in Full Pose Range: A 3D Total Solution

Xiangyu Zhu, Xiaoming Liu, Zhen Lei, Stan Z. Li

Comments Published by IEEE TPAMI in 28 November 2017. arXiv admin note: text overlap with arXiv:1511.07212

Recursive nearest agglomeration (ReNA): fast clustering for approximation of structured signals

Andrés Hoyos-Idrobo, Gaël Varoquaux, Jonas Kahn, Bertrand Thirion

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, In press

Deeply supervised salient object detection with short connections

Qibin Hou, Ming-Ming Cheng, Xiao-Wei Hu, Ali Borji, Zhuowen Tu, Philip Torr

Comments IEEE TPAMI 2018 (IEEE CVPR 2017)

Journal ref Q. Hou, M. M. Cheng, X. Hu, A. Borji, Z. Tu and P. H. S. Torr, "Deeply Supervised Salient Object Detection with Short Connections," IEEE Transactions on Pattern Analysis and Machine Intelligence. 2018

Visual and Semantic Knowledge Transfer for Large Scale Semi-supervised Object Detection

Yuxing Tang, Josiah Wang, Xiaofang Wang, Boyang Gao, Emmanuel Dellandrea, Robert Gaizauskas, Liming Chen

Comments TPAMI. correct some typos

Journal ref Published in IEEE Transactions on Pattern Analysis and Machine Intelligence, November 2017

Learnable pooling with Context Gating for video classification

Antoine Miech, Ivan Laptev, Josef Sivic

Comments Presented at Youtube 8M CVPR17 Workshop. Kaggle Winning model. Under review for TPAMI

Learning to Segment Human by Watching YouTube

Xiaodan Liang, Yunchao Wei, Liang Lin, Yunpeng Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan

Comments Very-weakly supervised learning framework. New state-of-the-art performance on the human segmentation task! (Published in T-PAMI 2017)

Journal ref 10.1109/TPAMI.2016.2598340

Learning Hyperedge Replacement Grammars for Graph Generation

Salvador Aguinaga, David Chiang, Tim Weninger

Comments 27 pages, accepted at IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). arXiv admin note: substantial text overlap with arXiv:1608.03192

Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks

Yu-Gang Jiang, Zuxuan Wu, Jun Wang, Xiangyang Xue, Shih-Fu Chang

Comments Please cite the officially published IEEE TPAMI version if you find this work helpful

Journal ref IEEE TPAMI 40.2 (2018): 352-364