CVPR

Text-Visual Prompting for Efficient 2D Temporal Video Grounding

Yimeng Zhang, Xin Chen, Jinghan Jia, Sijia Liu, Ke Ding

Comments Accepted to the CVPR 2023 and code released (https://github.com/intel/TVP)

GeoVLN: Learning Geometry-Enhanced Visual Representation with Slot Attention for Vision-and-Language Navigation

Jingyang Huo, Qiang Sun, Boyan Jiang, Haitao Lin, Yanwei Fu

Comments Accepted by CVPR 2023

Detecting and Grounding Multi-Modal Media Manipulation and Beyond

Rui Shao, Tianxing Wu, Jianlong Wu, Liqiang Nie, Ziwei Liu

Comments Extension of our CVPR 2023 paper: arXiv:2304.02556 Code: https://github.com/rshaojimmy/MultiModal-DeepFake

Speed Co-Augmentation for Unsupervised Audio-Visual Pre-training

Jiangliu Wang, Jianbo Jiao, Yibing Song, Stephen James, Zhan Tong, Chongjian Ge, Pieter Abbeel, Yun-hui Liu

Comments Published at the CVPR 2023 Sight and Sound workshop

Action Sensitivity Learning for the Ego4D Episodic Memory Challenge 2023

Jiayi Shao, Xiaohan Wang, Ruijie Quan, Yi Yang

Comments Accepted to CVPR 2023 Ego4D Workshop; 1st in Ego4D Moment Queries Challenge; 2nd in Ego4D Natural Language Queries Challenge

Language-Guided Audio-Visual Source Separation via Trimodal Consistency

Reuben Tan, Arijit Ray, Andrea Burns, Bryan A. Plummer, Justin Salamon, Oriol Nieto, Bryan Russell, Kate Saenko

Comments Accepted at CVPR 2023

T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations

Jianrong Zhang, Yangsong Zhang, Xiaodong Cun, Shaoli Huang, Yong Zhang, Hongwei Zhao, Hongtao Lu, Xi Shen

Comments Accepted to CVPR 2023. Project page: https://mael-zys.github.io/T2M-GPT/

Multimodal Visual Concept Learning with Weakly Supervised Techniques

Giorgos Bouritsas, Petros Koutras, Athanasia Zlatintsi, Petros Maragos

Comments CVPR 2018

Journal ref Proc. IEEE/CVF Conf. Comp. Vis. Patt. Rec. (CVPR) pp. 4914 - 4923 (2018)

CoVIO: Online Continual Learning for Visual-Inertial Odometry

Niclas Vödisch, Daniele Cattaneo, Wolfram Burgard, Abhinav Valada

Journal ref 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

FaceScape: 3D Facial Dataset and Benchmark for Single-View 3D Face Reconstruction

Hao Zhu, Haotian Yang, Longwei Guo, Yidi Zhang, Yanru Wang, Mingkai Huang, Menghua Wu, Qiu Shen, Ruigang Yang, Xun Cao

Comments Accepted to T-PAMI 2023; Extension of FaceScape(CVPR 2020); Code & data are available at https://github.com/zhuhao-nju/facescape

Critical Learning Periods for Multisensory Integration in Deep Networks

Michael Kleinman, Alessandro Achille, Stefano Soatto

Comments CVPR 2023 (Highlighted Paper)

NeFII: Inverse Rendering for Reflectance Decomposition with Near-Field Indirect Illumination

Haoqian Wu, Zhipeng Hu, Lincheng Li, Yongqiang Zhang, Changjie Fan, Xin Yu

Comments Accepted in CVPR 2023

You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene Understanding

Zhengzhe Liu, Xiaojuan Qi, Chi-Wing Fu

Comments Extension of One Thing One Click (CVPR'2021) arXiv:2104.02246

Temporal Action Localization with Enhanced Instant Discriminability

Dingfeng Shi, Qiong Cao, Yujie Zhong, Shan An, Jian Cheng, Haogang Zhu, Dacheng Tao

Comments An extended version of the CVPR paper arXiv:2303.07347, submitted to IJCV

Are Deep Neural Networks SMARTer than Second Graders?

Anoop Cherian, Kuan-Chuan Peng, Suhas Lohit, Kevin A. Smith, Joshua B. Tenenbaum

Comments Extended version of CVPR 2023 paper. For the SMART-101 dataset, see http://smartdataset.github.io/smart101

Multi-modal Extreme Classification

Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022

Weakly Supervised Visual Question Answer Generation

Charani Alampalle, Shamanthak Hegde, Soumya Jahagirdar, Shankar Gangisetty

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Pages: 5588-5596, 2023

Multimodal Industrial Anomaly Detection via Hybrid Fusion

Yue Wang, Jinlong Peng, Jiangning Zhang, Ran Yi, Yabiao Wang, Chengjie Wang

Comments Accepted by CVPR 2023

Leveraging TCN and Transformer for effective visual-audio fusion in continuous emotion recognition

Weiwei Zhou, Jiada Lu, Zhaolong Xiong, Weifeng Wang

Comments 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Contrastive Grouping with Transformer for Referring Image Segmentation

Jiajin Tang, Ge Zheng, Cheng Shi, Sibei Yang

Comments Accepted by CVPR 2023

2nd Place Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly Detection

Yunkang Cao, Xiaohao Xu, Chen Sun, Yuqi Cheng, Liang Gao, Weiming Shen

Comments The first two author contribute equally. CVPR workshop challenge report. arXiv admin note: substantial text overlap with arXiv:2305.10724

Interactive and Explainable Region-guided Radiology Report Generation

Tim Tanida, Philip Müller, Georgios Kaissis, Daniel Rueckert

Comments Accepted at CVPR 2023

Journal ref 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 7433-7442

SpaText: Spatio-Textual Representation for Controllable Image Generation

Omri Avrahami, Thomas Hayes, Oran Gafni, Sonal Gupta, Yaniv Taigman, Devi Parikh, Dani Lischinski, Ohad Fried, Xi Yin

Comments CVPR 2023. Project page available at: https://omriavrahami.com/spatext

Leveraging per Image-Token Consistency for Vision-Language Pre-training

Yunhao Gou, Tom Ko, Hansi Yang, James Kwok, Yu Zhang, Mingxuan Wang

Comments Accepted by CVPR 2023

DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos

Mathias Parger, Chengcheng Tang, Christopher D. Twigg, Cem Keskin, Robert Wang, Markus Steinberger

Comments CVPR 2022

LaserMix for Semi-Supervised LiDAR Semantic Segmentation

Lingdong Kong, Jiawei Ren, Liang Pan, Ziwei Liu

Comments CVPR 2023 (Highlight); 27 pages, 11 figures, 12 tables; Code at https://github.com/ldkong1205/LaserMix

Text2Scene: Text-driven Indoor Scene Stylization with Part-aware Details

Inwoo Hwang, Hyeonwoo Kim, Young Min Kim

Comments Accepted to CVPR 2023

High-Perceptual Quality JPEG Decoding via Posterior Sampling

Sean Man, Guy Ohayon, Theo Adrai, Michael Elad

Comments Presented in NTIRE workshop as part of CVPR 2023

Boosting Detection in Crowd Analysis via Underutilized Output Features

Shaokai Wu, Fengyu Yang

Comments project page: https://fredfyyang.github.io/Crowd-Hat/

Journal ref CVPR 2023

3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection

Alexander Lehner, Stefano Gasperini, Alvaro Marcos-Ramiro, Michael Schmidt, Mohammad-Ali Nikouei Mahani, Nassir Navab, Benjamin Busam, Federico Tombari

Comments CVPR 2022. Project page: https://3d-vfield.github.io