IEEE TPAMI

High-dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction

Nan Meng, Hayden K. -H. So, Xing Sun, Edmund Y. Lam

Comments 14 pages. IEEE Transactions on Pattern Analysis and Machine Intelligence (2019)

Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification

Lu Bail, Lixin Cui, Yuhang Jiao, Luca Rossi, Edwin R. Hancock

Comments This is an extension work for journals based on the previous work of arXiv:1904.04238v1

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020

Tasks Integrated Networks: Joint Detection and Retrieval for Image Search

Lei Zhang, Zhenwei He, Yi Yang, Liang Wang, Xinbo Gao

Comments To appear in IEEE TPAMI, 18 pages

MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation

Shijie Li, Yazan Abu Farha, Yun Liu, Ming-Ming Cheng, Juergen Gall

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence. arXiv admin note: substantial text overlap with arXiv:1903.01945

Towards Partial Supervision for Generic Object Counting in Natural Scenes

Hisham Cholakkal, Guolei Sun, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020. First two authors contributed equally. Corresponding author: Guolei Sun. This work is a journal extension of our CVPR 2019 paper arXiv:1903.02494

Semantic Object Accuracy for Generative Text-to-Image Synthesis

Tobias Hinz, Stefan Heinrich, Stefan Wermter

Comments Added a user study to verify results. Code available at https://github.com/tohinz/semantic-object-accuracy-for-generative-text-to-image-synthesis

Journal ref TPAMI (Early Access), 2020

Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer

René Ranftl, Katrin Lasinger, David Hafner, Konrad Schindler, Vladlen Koltun

Comments To appear in TPAMI (accepted August 2020)

Unsupervised Domain Adaptation via Discriminative Manifold Propagation

You-Wei Luo, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan

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

Fast Approximate Multi-output Gaussian Processes

Vladimir Joukov, Dana Kulić

Comments 10 pages, 9 figures, 3 tables, will be submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence

TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge

Junyi Feng, Songyuan Li, Xi Li, Fei Wu, Qi Tian, Ming-Hsuan Yang, Haibin Ling

Comments Accepted to TPAMI

A Comprehensive and Modularized Statistical Framework for Gradient Norm Equality in Deep Neural Networks

Zhaodong Chen, Lei Deng, Bangyan Wang, Guoqi Li, Yuan Xie

Comments Under review as a regular paper in TPAMI

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2020

Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization

Qilong Wang, Jiangtao Xie, Wangmeng Zuo, Lei Zhang, Peihua Li

Comments Accepted to IEEE TPAMI. Code is at http://peihuali.org/MPN-COV/

Event-based Vision: A Survey

Guillermo Gallego, Tobi Delbruck, Garrick Orchard, Chiara Bartolozzi, Brian Taba, Andrea Censi, Stefan Leutenegger, Andrew Davison, Joerg Conradt, Kostas Daniilidis, Davide Scaramuzza

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020

SensitiveNets: Learning Agnostic Representations with Application to Face Images

Aythami Morales, Julian Fierrez, Ruben Vera-Rodriguez, Ruben Tolosana

Comments Accepted in IEEE Transactions on Pattern Analysis and Machine Intelligence

Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle

Rana Ali Amjad, Bernhard C. Geiger

Comments 16 pages, to appear in IEEE Trans. Pattern Analysis and Machine Intelligence

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 42(9):2225-2239, 2020. (c) IEEE

Deep Visual Odometry with Adaptive Memory

Fei Xue, Xin Wang, Junqiu Wang, Hongbin Zha

Comments accepted to TPAMI and an extension of CVPR oral paper: Beyond Tracking: Selecting Memeory and Refining Poses for Deep Visual Ododmetry. arXiv admin note: substantial text overlap with arXiv:1904.01892

Prior Guided Feature Enrichment Network for Few-Shot Segmentation

Zhuotao Tian, Hengshuang Zhao, Michelle Shu, Zhicheng Yang, Ruiyu Li, Jiaya Jia

Comments 16 pages. To appear in TPAMI

Unsupervised Heterogeneous Coupling Learning for Categorical Representation

Chengzhang Zhu, Longbing Cao, Jianping Yin

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020

Spatiotemporal Bundle Adjustment for Dynamic 3D Human Reconstruction in the Wild

Minh Vo, Yaser Sheikh, Srinivasa G. Narasimhan

Comments Accepted to IEEE TPAMI

A Lightweight Neural Network for Monocular View Generation with Occlusion Handling

Simon Evain, Christine Guillemot

Comments Accepted at IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) in December 2019

Learning Semantic Correspondence Exploiting an Object-level Prior

Junghyup Lee, Dohyung Kim, Wonkyung Lee, Jean Ponce, Bumsub Ham

Comments Accepted to TPAMI. arXiv admin note: substantial text overlap with arXiv:1904.01810

GarNet++: Improving Fast and Accurate Static3D Cloth Draping by Curvature Loss

Erhan Gundogdu, Victor Constantin, Shaifali Parashar, Amrollah Seifoddini, Minh Dang, Mathieu Salzmann, Pascal Fua

Comments Accepted to be published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), July 2020. arXiv admin note: text overlap with arXiv:1811.10983

Second-Order Pooling for Graph Neural Networks

Zhengyang Wang, Shuiwang Ji

Comments 12 pages, 2 figures, https://www.computer.org/csdl/journal/tp/5555/01/09104936/1kj0O2A1yBa

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020

FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals

Umur Aybars Ciftci, Ilke Demir

Comments To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), accepted July 2020. Dataset: http://bit.ly/FakeCatcher

Re-weighting and 1-Point RANSAC-Based PnP Solution to Handle Outliers

Haoyin Zhou, Tao Zhang, Jagadeesan Jayender

Comments https://github.com/haoyinzhou/PnP_Toolbox

Journal ref IEEE transactions on pattern analysis and machine intelligence 41, no. 12 (2018): 3022-3033

Real-time high speed motion prediction using fast aperture-robust event-driven visual flow

Himanshu Akolkar, SioHoi Ieng, Ryad Benosman

Comments Pre-print version, 12 pages, 12 figures. Accepted in IEEE tPAMI July 2020

CCNet: Criss-Cross Attention for Semantic Segmentation

Zilong Huang, Xinggang Wang, Yunchao Wei, Lichao Huang, Humphrey Shi, Wenyu Liu, Thomas S. Huang

Comments IEEE TPAMI 2020 & ICCV 2019

One-Pass Learning with Incremental and Decremental Features

Chenping Hou, Zhi-Hua Zhou

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 40(11): 2776-2792

Fast Multi-Instance Multi-Label Learning

Sheng-Jun Huang, Zhi-Hua Zhou

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019, 41(11): 2614-2627

On Connections between Regularizations for Improving DNN Robustness

Yiwen Guo, Long Chen, Yurong Chen, Changshui Zhang

Comments Accepted by TPAMI