CVPR

Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model

Shraman Pramanick, Guangxing Han, Rui Hou, Sayan Nag, Ser-Nam Lim, Nicolas Ballas, Qifan Wang, Rama Chellappa, Amjad Almahairi

Comments CVPR 2024 Highlight

Recurrence over Video Frames (RoVF) for the Re-identification of Meerkats

Mitchell Rogers, Kobe Knowles, Gaël Gendron, Shahrokh Heidari, David Arturo Soriano Valdez, Mihailo Azhar, Padriac O'Leary, Simon Eyre, Michael Witbrock, Patrice Delmas

Comments Presented as a poster at the CV4Animals Workshop, CVPR 2024

FSC: Few-point Shape Completion

Xianzu Wu, Xianfeng Wu, Tianyu Luan, Yajing Bai, Zhongyuan Lai, Junsong Yuan

Comments Accepted by CVPR 2024

Federated Learning with a Single Shared Image

Sunny Soni, Aaqib Saeed, Yuki M. Asano

Comments 8 Pages, 3 Figures, Appendix 4 Pages, CVPRW 2024

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, pp. 7782-7790

A Video is Worth 256 Bases: Spatial-Temporal Expectation-Maximization Inversion for Zero-Shot Video Editing

Maomao Li, Yu Li, Tianyu Yang, Yunfei Liu, Dongxu Yue, Zhihui Lin, Dong Xu

Comments 14 pages, Project page: https://stem-inv.github.io/page/

Journal ref CVPR 2024

Infinigen Indoors: Photorealistic Indoor Scenes using Procedural Generation

Alexander Raistrick, Lingjie Mei, Karhan Kayan, David Yan, Yiming Zuo, Beining Han, Hongyu Wen, Meenal Parakh, Stamatis Alexandropoulos, Lahav Lipson, Zeyu Ma, Jia Deng

Comments Accepted to CVPR 2024

Composing Object Relations and Attributes for Image-Text Matching

Khoi Pham, Chuong Huynh, Ser-Nam Lim, Abhinav Shrivastava

Comments Accepted to CVPR'24

VideoLLM-online: Online Video Large Language Model for Streaming Video

Joya Chen, Zhaoyang Lv, Shiwei Wu, Kevin Qinghong Lin, Chenan Song, Difei Gao, Jia-Wei Liu, Ziteng Gao, Dongxing Mao, Mike Zheng Shou

Comments CVPR 2024. This arxiv version is upgraded with Llama-3

InterNeRF: Scaling Radiance Fields via Parameter Interpolation

Clinton Wang, Peter Hedman, Polina Golland, Jonathan T. Barron, Daniel Duckworth

Comments Presented at CVPR 2024 Neural Rendering Intelligence Workshop

STEVE Series: Step-by-Step Construction of Agent Systems in Minecraft

Zhonghan Zhao, Wenhao Chai, Xuan Wang, Ke Ma, Kewei Chen, Dongxu Guo, Tian Ye, Yanting Zhang, Hongwei Wang, Gaoang Wang

Comments CVPR 2024 Embodied AI Workshop

Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation

Bingfeng Zhang, Siyue Yu, Yunchao Wei, Yao Zhao, Jimin Xiao

Comments CVPR 2024 Highlight

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 3796-3806) 2024

Model Adaptation for Time Constrained Embodied Control

Jaehyun Song, Minjong Yoo, Honguk Woo

Comments 8 pages, 5 figures, Accepted in The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR 2024)

An Analysis on Quantizing Diffusion Transformers

Yuewei Yang, Jialiang Wang, Xiaoliang Dai, Peizhao Zhang, Hongbo Zhang

Comments CVPR T4V workshop

Learning Relighting and Intrinsic Decomposition in Neural Radiance Fields

Yixiong Yang, Shilin Hu, Haoyu Wu, Ramon Baldrich, Dimitris Samaras, Maria Vanrell

Comments Accepted by CVPR 2024 Workshop Neural Rendering Intelligence(NRI)

Pick-or-Mix: Dynamic Channel Sampling for ConvNets

Ashish Kumar, Daneul Kim, Jaesik Park, Laxmidhar Behera

Comments Published in Computer Vision and Pattern Recognition (CVPR 2024)

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024

TrafficBots V1.5: Traffic Simulation via Conditional VAEs and Transformers with Relative Pose Encoding

Zhejun Zhang, Christos Sakaridis, Luc Van Gool

Comments A Technical Report for Waymo Open Sim Agents Challenge and CVPR 2024 Workshop on Autonomous Driving

Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation

Brunó B. Englert, Fabrizio J. Piva, Tommie Kerssies, Daan de Geus, Gijs Dubbelman

Comments CVPR 2024 Workshop Proceedings for the Second Workshop on Foundation Models

Enhancing Intrinsic Features for Debiasing via Investigating Class-Discerning Common Attributes in Bias-Contrastive Pair

Jeonghoon Park, Chaeyeon Chung, Juyoung Lee, Jaegul Choo

Comments Accepted to CVPR 2024

TrafficVLM: A Controllable Visual Language Model for Traffic Video Captioning

Quang Minh Dinh, Minh Khoi Ho, Anh Quan Dang, Hung Phong Tran

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, pp. 7134-7143

Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models

Pablo Marcos-Manchón, Roberto Alcover-Couso, Juan C. SanMiguel, Jose M. Martínez

Journal ref IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024)

Unimodal Multi-Task Fusion for Emotional Mimicry Intensity Prediction

Tobias Hallmen, Fabian Deuser, Norbert Oswald, Elisabeth André

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, pp. 4657-4665

The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing

Denis Bobkov, Vadim Titov, Aibek Alanov, Dmitry Vetrov

Comments Accepted to CVPR 2024

NeRFDeformer: NeRF Transformation from a Single View via 3D Scene Flows

Zhenggang Tang, Zhongzheng Ren, Xiaoming Zhao, Bowen Wen, Jonathan Tremblay, Stan Birchfield, Alexander Schwing

Comments 8 pages of main paper, CVPR 2024. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2024

Neural Visibility Field for Uncertainty-Driven Active Mapping

Shangjie Xue, Jesse Dill, Pranay Mathur, Frank Dellaert, Panagiotis Tsiotras, Danfei Xu

Comments Accepted to CVPR 2024. More details can be found at https://sites.google.com/view/nvf-cvpr24/

A Lightweight Spatiotemporal Network for Online Eye Tracking with Event Camera

Yan Ru Pei, Sasskia Brüers, Sébastien Crouzet, Douglas McLelland, Olivier Coenen

Comments 8 pages, 3 figures

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, pp. 5780-5788

Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos

Kumaranage Ravindu Yasas Nagasinghe, Honglu Zhou, Malitha Gunawardhana, Martin Renqiang Min, Daniel Harari, Muhammad Haris Khan

Comments 8 pages, 6 figures, (supplementary material: 9 pages, 5 figures), accepted to CVPR 2024

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 , Pages 18816-18826

Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models

Jiayun Luo, Siddhesh Khandelwal, Leonid Sigal, Boyang Li

Comments Accepted to CVPR 2024; Earlier version of this paper contained an unintentional error stemming from a bug in the code. This version corrects this error, which had to do with filtering of class names. In consultation with CVPR Program Chairs it was suggested errata be submitted as the updated (fixed) code reinforced original findings (albeit with slightly different final numbers)

KBody: Towards general, robust, and aligned monocular whole-body estimation

Nikolaos Zioulis, James F. O'Brien

Comments 11 pages, 6 figures, 58 supplemental figures, project page https://zokin.github.io/KBody , also posted at with high-res images http://graphics.berkeley.edu/papers/Zioulis-KBT-2023-06

Journal ref In Proceedings of 1st Workshop on Reconstruction of Human-Object Interactions (RHOBIN) at CVPR 2023, pages 11, June 2023

MeshPose: Unifying DensePose and 3D Body Mesh reconstruction

Eric-Tuan Lê, Antonis Kakolyris, Petros Koutras, Himmy Tam, Efstratios Skordos, George Papandreou, Rıza Alp Güler, Iasonas Kokkinos

Comments IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Journal ref CVPR 2024

Task-aligned Part-aware Panoptic Segmentation through Joint Object-Part Representations

Daan de Geus, Gijs Dubbelman

Comments CVPR 2024. Project page and code: https://tue-mps.github.io/tapps/