IEEE TPAMI

Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image Compression

Yuanchao Bai, Xianming Liu, Kai Wang, Xiangyang Ji, Xiaolin Wu, Wen Gao

Comments manuscript accepted by TPAMI, source code:https://github.com/BYchao100/Deep-Lossy-Plus-Residual-Coding

Spatial Steerability of GANs via Self-Supervision from Discriminator

Jianyuan Wang, Lalit Bhagat, Ceyuan Yang, Yinghao Xu, Yujun Shen, Hongdong Li, Bolei Zhou

Comments This manuscript is a journal extension of our previous conference work (arXiv:2112.00718), submitted to TPAMI

A Theoretical View of Linear Backpropagation and Its Convergence

Ziang Li, Yiwen Guo, Haodi Liu, Changshui Zhang

Comments This paper is accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

Uncertainty-aware Sampling for Long-tailed Semi-supervised Learning

Kuo Yang, Duo Li, Menghan Hu, Guangtao Zhai, Xiaokang Yang, Xiao-Ping Zhang

Comments Submitted to TPAMI

Supervision by Denoising for Medical Image Segmentation

Sean I. Young, Adrian V. Dalca, Enzo Ferrante, Polina Golland, Christopher A. Metzler, Bruce Fischl, Juan Eugenio Iglesias

Comments To appear in the IEEE Transactions on Pattern Analysis and Machine Intelligence

Elastic Multi-Gradient Descent for Parallel Continual Learning

Fan Lyu, Wei Feng, Yuepan Li, Qing Sun, Fanhua Shang, Liang Wan, Liang Wang

Comments Submited to IEEE TPAMI

Recovering 3D Human Mesh from Monocular Images: A Survey

Yating Tian, Hongwen Zhang, Yebin Liu, Limin Wang

Comments Published in IEEE TPAMI, Survey on monocular 3D human mesh recovery, Project page: https://github.com/tinatiansjz/hmr-survey

Dimension Reduction with Prior Information for Knowledge Discovery

Anh Tuan Bui

Comments Article accepted for publication in IEEE Transactions on Pattern Analysis and Machine Intelligence, 12 pages, 8 figures

Scalable SoftGroup for 3D Instance Segmentation on Point Clouds

Thang Vu, Kookhoi Kim, Tung M. Luu, Thanh Nguyen, Junyeong Kim, Chang D. Yoo

Comments Accepted by TPAMI. Extension of arXiv:2203.01509

BAL: Balancing Diversity and Novelty for Active Learning

Jingyao Li, Pengguang Chen, Shaozuo Yu, Shu Liu, Jiaya Jia

Comments Our paper is accepted by TPAMI

A Comprehensive Survey of Dataset Distillation

Shiye Lei, Dacheng Tao

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence ( Volume: 46, Issue: 1, January 2024)

KitBit: A New AI Model for Solving Intelligence Tests and Numerical Series

Víctor Corsino, José Manuel Gilpérez, Luis Herrera

Comments 11 pages

Journal ref Corsino, V., Gilperez, J. M., & Herrera, L. (2023). "KitBit: A New AI Model for Solving Intelligence Tests and Numerical Series." IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(11), 13893-13903

Bayesian Estimate of Mean Proper Scores for Diversity-Enhanced Active Learning

Wei Tan, Lan Du, Wray Buntine

Comments 16 pages, TPAMI. arXiv admin note: text overlap with arXiv:2110.14171

Journal ref TPAMI, 2023

DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition with Limited Annotations

Ping Hu, Ximeng Sun, Stan Sclaroff, Kate Saenko

Comments TPAMI. arXiv admin note: substantial text overlap with arXiv:2206.09541

ViTPose++: Vision Transformer for Generic Body Pose Estimation

Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao

Comments Extension of ViTPose paper, accepted by TPAMI

A Study on the Generality of Neural Network Structures for Monocular Depth Estimation

Jinwoo Bae, Kyumin Hwang, Sunghoon Im

Comments Accepted in TPAMI

DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video Generation

Fa-Ting Hong, Li Shen, Dan Xu

Comments Accepted at TPAMI; CVPR 2022 extension

Nonconvex Zeroth-Order Stochastic ADMM Methods with Lower Function Query Complexity

Feihu Huang, Shangqian Gao, Jian Pei, Heng Huang

Comments This paper was accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Co-guiding for Multi-intent Spoken Language Understanding

Bowen Xing, Ivor W. Tsang

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). arXiv admin note: substantial text overlap with arXiv:2210.10375

SceneDreamer: Unbounded 3D Scene Generation from 2D Image Collections

Zhaoxi Chen, Guangcong Wang, Ziwei Liu

Comments IEEE Transactions on Pattern Analysis & Machine Intelligence (TPAMI) 2023; Project Page https://scene-dreamer.github.io/ Code https://github.com/FrozenBurning/SceneDreamer

Point Cloud Attacks in Graph Spectral Domain: When 3D Geometry Meets Graph Signal Processing

Daizong Liu, Wei Hu, Xin Li

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). arXiv admin note: substantial text overlap with arXiv:2202.07261

Revisiting Computer-Aided Tuberculosis Diagnosis

Yun Liu, Yu-Huan Wu, Shi-Chen Zhang, Li Liu, Min Wu, Ming-Ming Cheng

Comments Accepted by IEEE TPAMI; 17 pages

QARV: Quantization-Aware ResNet VAE for Lossy Image Compression

Zhihao Duan, Ming Lu, Jack Ma, Yuning Huang, Zhan Ma, Fengqing Zhu

Comments Full version (19 pages, includes appendix) of the paper accepted by IEEE TPAMI

Structured Pruning for Deep Convolutional Neural Networks: A survey

Yang He, Lingao Xiao

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

Knockoffs-SPR: Clean Sample Selection in Learning with Noisy Labels

Yikai Wang, Yanwei Fu, Xinwei Sun

Comments update: final version, to appear in TPAMI

Robust Joint Estimation of Galaxy Redshift and Spectral Templates using Online Dictionary Learning

Sean Bryan, Ayan Barekzai, Delondrae Carter, Philip Mauskopf, Julian Mena, Danielle Rivera, Abel S. Uriarte, Pao-Yu Wang

Comments 9 pages, 5 figures, Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Attribute-Aware Deep Hashing with Self-Consistency for Large-Scale Fine-Grained Image Retrieval

Xiu-Shen Wei, Yang Shen, Xuhao Sun, Peng Wang, Yuxin Peng

Comments Accepted by IEEE TPAMI

Cascaded and Generalizable Neural Radiance Fields for Fast View Synthesis

Phong Nguyen-Ha, Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkila

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

Analysis of the hands in egocentric vision: A survey

Andrea Bandini, José Zariffa

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence ( Volume: 45, Issue: 6, 01 June 2023)

Accurate and Efficient Stereo Matching via Attention Concatenation Volume

Gangwei Xu, Yun Wang, Junda Cheng, Jinhui Tang, Xin Yang

Comments Accepted to TPAMI 2023. arXiv admin note: substantial text overlap with arXiv:2203.02146