CVPR

Meta-Personalizing Vision-Language Models to Find Named Instances in Video

Chun-Hsiao Yeh, Bryan Russell, Josef Sivic, Fabian Caba Heilbron, Simon Jenni

Comments Accepted to CVPR 2023. Project webpage: https://danielchyeh.github.io/metaper/

Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting

Gen Li, Jie Ji, Minghai Qin, Wei Niu, Bin Ren, Fatemeh Afghah, Linke Guo, Xiaolong Ma

Comments CVPR 2023 Highlight Paper

Scaling up GANs for Text-to-Image Synthesis

Minguk Kang, Jun-Yan Zhu, Richard Zhang, Jaesik Park, Eli Shechtman, Sylvain Paris, Taesung Park

Comments CVPR 2023. Project webpage at https://mingukkang.github.io/GigaGAN/

EXIF as Language: Learning Cross-Modal Associations Between Images and Camera Metadata

Chenhao Zheng, Ayush Shrivastava, Andrew Owens

Comments CVPR 2023 (Highlight). Project link: http://hellomuffin.github.io/exif-as-language

PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models

Minghua Liu, Yinhao Zhu, Hong Cai, Shizhong Han, Zhan Ling, Fatih Porikli, Hao Su

Comments CVPR 2023, project page: https://colin97.github.io/PartSLIP_page/

ViP3D: End-to-end Visual Trajectory Prediction via 3D Agent Queries

Junru Gu, Chenxu Hu, Tianyuan Zhang, Xuanyao Chen, Yilun Wang, Yue Wang, Hang Zhao

Comments CVPR 2023

DeepRM: Deep Recurrent Matching for 6D Pose Refinement

Alexander Avery, Andreas Savakis

Comments 9 pages, 3 figures, CVPR 2023 RHOBIN Workshop

SLACK: Stable Learning of Augmentations with Cold-start and KL regularization

Juliette Marrie, Michael Arbel, Diane Larlus, Julien Mairal

Comments Accepted to CVPR 2023

RealImpact: A Dataset of Impact Sound Fields for Real Objects

Samuel Clarke, Ruohan Gao, Mason Wang, Mark Rau, Julia Xu, Jui-Hsien Wang, Doug L. James, Jiajun Wu

Comments CVPR 2023 (Highlight). Project page: https://samuelpclarke.com/realimpact/

One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models

Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière

Comments Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition- Workshop on Generative Models for Computer Vision (CVPR-W 2023)

HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics

Artur Grigorev, Bernhard Thomaszewski, Michael J. Black, Otmar Hilliges

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, pp. 16965-16974

Diversifying Joint Vision-Language Tokenization Learning

Vardaan Pahuja, AJ Piergiovanni, Anelia Angelova

Comments Accepted to Transformers for Vision (T4V) workshop, CVPR 2023; 7 pages, 5 figures

PaReprop: Fast Parallelized Reversible Backpropagation

Tyler Zhu, Karttikeya Mangalam

Comments Spotlight paper, T4V Workshop @ CVPR 2023

Language-Guided Music Recommendation for Video via Prompt Analogies

Daniel McKee, Justin Salamon, Josef Sivic, Bryan Russell

Comments CVPR 2023 (Highlight paper). Project page: https://www.danielbmckee.com/language-guided-music-for-video

Transferring Knowledge for Food Image Segmentation using Transformers and Convolutions

Grant Sinha, Krish Parmar, Hilda Azimi, Amy Tai, Yuhao Chen, Alexander Wong, Pengcheng Xi

Journal ref CVPR 2023 Computer Vision in the Wild workshop

Improving Selective Visual Question Answering by Learning from Your Peers

Corentin Dancette, Spencer Whitehead, Rishabh Maheshwary, Ramakrishna Vedantam, Stefan Scherer, Xinlei Chen, Matthieu Cord, Marcus Rohrbach

Comments CVPR 2023. Code available here: https://github.com/facebookresearch/selective-vqa_ood

Multi-Object Manipulation via Object-Centric Neural Scattering Functions

Stephen Tian, Yancheng Cai, Hong-Xing Yu, Sergey Zakharov, Katherine Liu, Adrien Gaidon, Yunzhu Li, Jiajun Wu

Comments First two authors contributed equally. Accepted at CVPR 2023. Project page: https://s-tian.github.io/projects/actionosf/

Heterogeneous Continual Learning

Divyam Madaan, Hongxu Yin, Wonmin Byeon, Jan Kautz, Pavlo Molchanov

Comments Accepted to CVPR 2023

TryOnDiffusion: A Tale of Two UNets

Luyang Zhu, Dawei Yang, Tyler Zhu, Fitsum Reda, William Chan, Chitwan Saharia, Mohammad Norouzi, Ira Kemelmacher-Shlizerman

Comments CVPR 2023. Project page: https://tryondiffusion.github.io/

Neural Map Prior for Autonomous Driving

Xuan Xiong, Yicheng Liu, Tianyuan Yuan, Yue Wang, Yilun Wang, Hang Zhao

Comments CVPR 2023 Camera Ready

Neural Residual Radiance Fields for Streamably Free-Viewpoint Videos

Liao Wang, Qiang Hu, Qihan He, Ziyu Wang, Jingyi Yu, Tinne Tuytelaars, Lan Xu, Minye Wu

Comments Accepted by CVPR 2023. Project page, see https://aoliao12138.github.io/ReRF/

Re-thinking Model Inversion Attacks Against Deep Neural Networks

Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung

Comments Accepted to CVPR 2023. The first two authors contributed equally

DeepMapping2: Self-Supervised Large-Scale LiDAR Map Optimization

Chao Chen, Xinhao Liu, Yiming Li, Li Ding, Chen Feng

Comments accepted by CVPR 2023

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 9306--9316 (2023)

RGB no more: Minimally-decoded JPEG Vision Transformers

Jeongsoo Park, Justin Johnson

Comments 17 pages, 6 figures, 6 tables

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, pp. 22334-22346

E2PN: Efficient SE(3)-Equivariant Point Network

Minghan Zhu, Maani Ghaffari, William A. Clark, Huei Peng

Comments CVPR 2023, 16 pages. See https://github.com/minghanz/E2PN for code

Neural Scene Chronology

Haotong Lin, Qianqian Wang, Ruojin Cai, Sida Peng, Hadar Averbuch-Elor, Xiaowei Zhou, Noah Snavely

Comments CVPR 2023; Project page: https://zju3dv.github.io/neusc/

GeneCIS: A Benchmark for General Conditional Image Similarity

Sagar Vaze, Nicolas Carion, Ishan Misra

Comments CVPR 2023 (Highlighted Paper). Project page at https://sgvaze.github.io/genecis/

Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images

Ming Y. Lu, Bowen Chen, Andrew Zhang, Drew F. K. Williamson, Richard J. Chen, Tong Ding, Long Phi Le, Yung-Sung Chuang, Faisal Mahmood

Comments Accepted to CVPR 2023

Parametric Implicit Face Representation for Audio-Driven Facial Reenactment

Ricong Huang, Peiwen Lai, Yipeng Qin, Guanbin Li

Comments CVPR 2023

Semi-supervised learning made simple with self-supervised clustering

Enrico Fini, Pietro Astolfi, Karteek Alahari, Xavier Alameda-Pineda, Julien Mairal, Moin Nabi, Elisa Ricci

Comments CVPR 2023 - Code available at https://github.com/pietroastolfi/suave-daino

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2023) 3187-3197