IEEE TPAMI

GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation

Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Code: https://github.com/williamyang1991/GP-UNIT Project page: https://www.mmlab-ntu.com/project/gpunit/. arXiv admin note: substantial text overlap with arXiv:2204.03641

MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference

Mu Yuan, Lan Zhang, Zimu Zheng, Yi-Nan Zhang, Xiang-Yang Li

Comments Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2023

Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering

Yang Liu, Guanbin Li, Liang Lin

Comments 17 pages, 9 figures. This work has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). The datasets, code and models are available at https://github.com/HCPLab-SYSU/CMCIR

Blind Image Deconvolution Using Variational Deep Image Prior

Dong Huo, Abbas Masoumzadeh, Rafsanjany Kushol, Yee-Hong Yang

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023

Fast-SNN: Fast Spiking Neural Network by Converting Quantized ANN

Yangfan Hu, Qian Zheng, Xudong Jiang, Gang Pan

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Generalized Parametric Contrastive Learning

Jiequan Cui, Zhisheng Zhong, Zhuotao Tian, Shu Liu, Bei Yu, Jiaya Jia

Comments TPAMI 2023. arXiv admin note: substantial text overlap with arXiv:2107.12028

On the Dual Formulation of Boosting Algorithms

Chunhua Shen, Hanxi Li

Comments Fixed typos. 16 pages. Published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Dec. 2010

Significance of Softmax-based Features in Comparison to Distance Metric Learning-based Features

Shota Horiguchi, Daiki Ikami, Kiyoharu Aizawa

Comments 6 pages

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019

Cell Multi-Bernoulli (Cell-MB) Sensor Control for Multi-object Search-While-Tracking (SWT)

Keith A. LeGrand, Pingping Zhu, Silvia Ferrari

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 45, No. 6, 01 June 2023, 7195 - 7207

Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding

Juncheng Li, Siliang Tang, Linchao Zhu, Wenqiao Zhang, Yi Yang, Tat-Seng Chua, Fei Wu, Yueting Zhuang

Comments arXiv admin note: substantial text overlap with arXiv:2203.13049

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2023

Autoregressive Asymmetric Linear Gaussian Hidden Markov Models

Carlos Puerto-Santana, Pedro Larrañaga, Concha Bielza

Comments 34 pages, 16 figures, intended to be published in IEEE Transactions on Pattern Analysis and Machine Intelligence

Computational Optics for Mobile Terminals in Mass Production

Shiqi Chen, Ting Lin, Huajun Feng, Zhihai Xu, Qi Li, Yueting Chen

Comments Published in IEEE TPAMI, 15 pages, 13 figures

Journal ref in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 4, pp. 4245-4259, 1 April 2023

Multimodal Learning with Transformers: A Survey

Peng Xu, Xiatian Zhu, David A. Clifton

Comments This paper is accepted by IEEE TPAMI

Dynamic Time Warping based Adversarial Framework for Time-Series Domain

Taha Belkhouja, Yan Yan, Janardhan Rao Doppa

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

SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding

Hezhen Hu, Weichao Zhao, Wengang Zhou, Houqiang Li

Comments Accepted to TPAMI. Project Page: https://signbert-zoo.github.io/

Single-path Bit Sharing for Automatic Loss-aware Model Compression

Jing Liu, Bohan Zhuang, Peng Chen, Chunhua Shen, Jianfei Cai, Mingkui Tan

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

Visual Reasoning: from State to Transformation

Xin Hong, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng

Comments Accepted by TPAMI. arXiv admin note: substantial text overlap with arXiv:2011.13160

Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity

Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen

Comments Forthcoming in IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI)

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 2, pp. 1862-1875, 2023

Diffusion Mechanism in Residual Neural Network: Theory and Applications

Tangjun Wang, Zehao Dou, Chenglong Bao, Zuoqiang Shi

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023

Physics-informed Guided Disentanglement in Generative Networks

Fabio Pizzati, Pietro Cerri, Raoul de Charette

Comments TPAMI 2023. Code: https://github.com/astra-vision/GuidedDisent

Temporal Sentence Grounding in Videos: A Survey and Future Directions

Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou

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

Robust Losses for Learning Value Functions

Andrew Patterson, Victor Liao, Martha White

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence (2022)

Gate-Shift-Fuse for Video Action Recognition

Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz

Comments Accepted to TPAMI. arXiv admin note: text overlap with arXiv:1912.00381

RelTR: Relation Transformer for Scene Graph Generation

Yuren Cong, Michael Ying Yang, Bodo Rosenhahn

Comments accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

Deep Long-Tailed Learning: A Survey

Yifan Zhang, Bingyi Kang, Bryan Hooi, Shuicheng Yan, Jiashi Feng

Comments Published in IEEE Transactions on Pattern Analysis and Machine Intelligence

Fast and Robust Iterative Closest Point

Juyong Zhang, Yuxin Yao, Bailin Deng

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

GradMDM: Adversarial Attack on Dynamic Networks

Jianhong Pan, Lin Geng Foo, Qichen Zheng, Zhipeng Fan, Hossein Rahmani, Qiuhong Ke, Jun Liu

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

A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah

Comments Accepted in IEEE Transactions on Pattern Analysis and Machine Intelligence

Unsupervised Person Re-Identification with Wireless Positioning under Weak Scene Labeling

Yiheng Liu, Wengang Zhou, Qiaokang Xie, Houqiang Li

Comments Accepted by TPAMI 2022

Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey

Aoran Xiao, Jiaxing Huang, Dayan Guan, Xiaoqin Zhang, Shijian Lu, Ling Shao

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence