IEEE TPAMI

Unique Geometry and Texture from Corresponding Image Patches

Dor Verbin, Steven J. Gortler, Todd Zickler

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume: 43, Issue: 12, Dec. 1 2021

Low-Light Image and Video Enhancement Using Deep Learning: A Survey

Chongyi Li, Chunle Guo, Linghao Han, Jun Jiang, Ming-Ming Cheng, Jinwei Gu, Chen Change Loy

Journal ref TPAMI 2021

ODMTCNet: An Interpretable Multi-view Deep Neural Network Architecture for Image Feature Representation

Lei Gao, Zheng Guo, Ling Guan

Comments Submitted to IEEE TPAMI

Multi-Scale 2D Temporal Adjacent Networks for Moment Localization with Natural Language

Songyang Zhang, Houwen Peng, Jianlong Fu, Yijuan Lu, Jiebo Luo

Comments Accepted By TPAMI. arXiv admin note: text overlap with arXiv:1912.03590

Learn to Predict Sets Using Feed-Forward Neural Networks

Hamid Rezatofighi, Tianyu Zhu, Roman Kaskman, Farbod T. Motlagh, Qinfeng Shi, Anton Milan, Daniel Cremers, Laura Leal-Taixé, Ian Reid

Comments Accepted in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2022. arXiv admin note: substantial text overlap with arXiv:1805.00613

Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation

Yongqin Xian, Bruno Korbar, Matthijs Douze, Lorenzo Torresani, Bernt Schiele, Zeynep Akata

Comments Accepted by TPAMI in October, 2021

Parallax Attention for Unsupervised Stereo Correspondence Learning

Longguang Wang, Yulan Guo, Yingqian Wang, Zhengfa Liang, Zaiping Lin, Jungang Yang, Wei An

Comments Accepted by IEEE TPAMI 2020. arXiv admin note: text overlap with arXiv:1903.05784

Dense Relational Image Captioning via Multi-task Triple-Stream Networks

Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, In So Kweon

Comments IEEE TPAMI accepted. Journal extension of our CVPR 2019 paper ( arXiv:1903.05942 ). Source code : https://github.com/Dong-JinKim/DenseRelationalCaptioning

Learning Single/Multi-Attribute of Object with Symmetry and Group

Yong-Lu Li, Yue Xu, Xinyu Xu, Xiaohan Mao, Cewu Lu

Comments TPAMI, an extended version of SymNet (CVPR'20), a part of HAKE-Object. Code: https://github.com/DirtyHarryLYL/SymNet. arXiv admin note: substantial text overlap with arXiv:2004.00587

How to Query An Oracle? Efficient Strategies to Label Data

Farshad Lahouti, Victoria Kostina, Babak Hassibi

Comments To Appear in IEEE Transactions on Pattern Analysis and Machine Intelligence

Exposure Trajectory Recovery from Motion Blur

Youjian Zhang, Chaoyue Wang, Stephen J. Maybank, Dacheng Tao

Comments Accpeted by IEEE Transactions on Pattern Analysis and Machine Intelligence

Detection and Tracking Meet Drones Challenge

Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Heng Fan, Qinghua Hu, Haibin Ling

Comments Accepted to TPAMI; arXiv admin note: text overlap with arXiv:1804.07437

Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond

Risheng Liu, Zi Li, Xin Fan, Chenying Zhao, Hao Huang, Zhongxuan Luo

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2021

TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Device

Ji Lin, Chuang Gan, Kuan Wang, Song Han

Comments Journal preprint of arXiv:1811.08383 (TPAMI, 2020). arXiv admin note: substantial text overlap with arXiv:1910.00932

OneFlow: One-class flow for anomaly detection based on a minimal volume region

Łukasz Maziarka, Marek Śmieja, Marcin Sendera, Łukasz Struski, Jacek Tabor, Przemysław Spurek

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

Learning Versatile Convolution Filters for Efficient Visual Recognition

Kai Han, Yunhe Wang, Chang Xu, Chunjing Xu, Enhua Wu, Dacheng Tao

Comments Accepted by TPAMI. Extended version of NeurIPS 2018 paper

On the Treatment of Optimization Problems with L1 Penalty Terms via Multiobjective Continuation

Katharina Bieker, Bennet Gebken, Sebastian Peitz

Comments Accepted by IEEE TPAMI 2021

VideoDG: Generalizing Temporal Relations in Videos to Novel Domains

Zhiyu Yao, Yunbo Wang, Jianmin Wang, Philip S. Yu, Mingsheng Long

Comments Accepted by IEEE TPAMI, 2021. Code: https://github.com/thuml/VideoDG

Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception

Xinge Zhu, Hui Zhou, Tai Wang, Fangzhou Hong, Wei Li, Yuexin Ma, Hongsheng Li, Ruigang Yang, Dahua Lin

Comments Accepted by TPAMI 2021; Source code at https://github.com/xinge008/Cylinder3D. arXiv admin note: substantial text overlap with arXiv:2011.10033

Convolutional Hough Matching Networks for Robust and Efficient Visual Correspondence

Juhong Min, Seungwook Kim, Minsu Cho

Comments submitted to TPAMI. arXiv admin note: substantial text overlap with arXiv:2103.16831

Sharing Matters for Generalization in Deep Metric Learning

Timo Milbich, Karsten Roth, Biagio Brattoli, Björn Ommer

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence

Toward Real-World Super-Resolution via Adaptive Downsampling Models

Sanghyun Son, Jaeha Kim, Wei-Sheng Lai, Ming-Husan Yang, Kyoung Mu Lee

Comments Accepted at TPAMI

Adversarial Reciprocal Points Learning for Open Set Recognition

Guangyao Chen, Peixi Peng, Xiangqian Wang, Yonghong Tian

Comments IEEE-TPAMI,2021

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2021

Deep Constraint-based Propagation in Graph Neural Networks

Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini

Comments Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence. arXiv admin note: text overlap with arXiv:2002.07684

Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data

Gaurav Kumar Nayak, Konda Reddy Mopuri, Saksham Jain, Anirban Chakraborty

Comments Accepted in TPAMI, 2021. arXiv admin note: text overlap with arXiv:1905.08114

Tensor Representations for Action Recognition

Piotr Koniusz, Lei Wang, Anoop Cherian

Comments Published with TPAMI, 2020. arXiv admin note: text overlap with arXiv:1604.00239

Power Normalizations in Fine-grained Image, Few-shot Image and Graph Classification

Piotr Koniusz, Hongguang Zhang

Comments Accepted by TPAMI, July 2020

Heatmap Regression via Randomized Rounding

Baosheng Yu, Dacheng Tao

Comments To appear in TPAMI

GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices based on Fine-Grained Structured Weight Sparsity

Wei Niu, Zhengang Li, Xiaolong Ma, Peiyan Dong, Gang Zhou, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren

Comments Accepted in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

Detailed Avatar Recovery from Single Image

Hao Zhu, Xinxin Zuo, Haotian Yang, Sen Wang, Xun Cao, Ruigang Yang

Comments Accepted by TPAMI. arXiv admin note: substantial text overlap with arXiv:1904.10506