CVPR

ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers

Narges Norouzi, Svetlana Orlova, Daan de Geus, Gijs Dubbelman

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

Dataset Condensation with Latent Quantile Matching

Wei Wei, Tom De Schepper, Kevin Mets

Comments Accepted by CVPR Workshop 2024: 1st Workshop on Dataset Distillation for Computer Vision

SuperSVG: Superpixel-based Scalable Vector Graphics Synthesis

Teng Hu, Ran Yi, Baihong Qian, Jiangning Zhang, Paul L. Rosin, Yu-Kun Lai

Comments CVPR 2024

A Two-Stage Masked Autoencoder Based Network for Indoor Depth Completion

Kailai Sun, Zhou Yang, Qianchuan Zhao

Comments Accepted by 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop

AnimalFormer: Multimodal Vision Framework for Behavior-based Precision Livestock Farming

Ahmed Qazi, Taha Razzaq, Asim Iqbal

Comments In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024

DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer

Wei-Ting Chen, Gurunandan Krishnan, Qiang Gao, Sy-Yen Kuo, Sizhuo Ma, Jian Wang

Comments Accepted by CVPR 2024, Project Page: https://dsl-fiqa.github.io/

My Body My Choice: Human-Centric Full-Body Anonymization

Umur Aybars Ciftci, Ali Kemal Tanriverdi, Ilke Demir

Comments AI for Content Creation Workshop @ CVPR 2024

Plug-and-Play Diffusion Distillation

Yi-Ting Hsiao, Siavash Khodadadeh, Kevin Duarte, Wei-An Lin, Hui Qu, Mingi Kwon, Ratheesh Kalarot

Comments IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 project page: https://5410tiffany.github.io/plug-and-play-diffusion-distillation.github.io/

OpticalDR: A Deep Optical Imaging Model for Privacy-Protective Depression Recognition

Yuchen Pan, Junjun Jiang, Kui Jiang, Zhihao Wu, Keyuan Yu, Xianming Liu

Comments Accepted by CVPR 2024

Wired Perspectives: Multi-View Wire Art Embraces Generative AI

Zhiyu Qu, Lan Yang, Honggang Zhang, Tao Xiang, Kaiyue Pang, Yi-Zhe Song

Comments CVPR 2024

Improved Crop and Weed Detection with Diverse Data Ensemble Learning

Muhammad Hamza Asad, Saeed Anwar, Abdul Bais

Comments Accepted in CVPR Workshop as an Oral

Enhancing multimodal cooperation via sample-level modality valuation

Yake Wei, Ruoxuan Feng, Zihe Wang, Di Hu

Comments Accepted by CVPR 2024

ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing

Jun-Kun Chen, Samuel Rota Bulò, Norman Müller, Lorenzo Porzi, Peter Kontschieder, Yu-Xiong Wang

Comments CVPR 2024

Instruct 4D-to-4D: Editing 4D Scenes as Pseudo-3D Scenes Using 2D Diffusion

Linzhan Mou, Jun-Kun Chen, Yu-Xiong Wang

Comments CVPR 2024

Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset

Yiming Li, Zhiheng Li, Nuo Chen, Moonjun Gong, Zonglin Lyu, Zehong Wang, Peili Jiang, Chen Feng

Comments Accepted by CVPR 2024

Transformers meet Neural Algorithmic Reasoners

Wilfried Bounsi, Borja Ibarz, Andrew Dudzik, Jessica B. Hamrick, Larisa Markeeva, Alex Vitvitskyi, Razvan Pascanu, Petar Veličković

Comments To appear at CVPR 2024 Multimodal Algorithmic Reasoning (MAR) Workshop. 10 pages, 5 figures

Adaptive Slot Attention: Object Discovery with Dynamic Slot Number

Ke Fan, Zechen Bai, Tianjun Xiao, Tong He, Max Horn, Yanwei Fu, Francesco Locatello, Zheng Zhang

Comments CVPR 2024

MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Xiang Yue, Yuansheng Ni, Kai Zhang, Tianyu Zheng, Ruoqi Liu, Ge Zhang, Samuel Stevens, Dongfu Jiang, Weiming Ren, Yuxuan Sun, Cong Wei, Botao Yu, Ruibin Yuan, Renliang Sun, Ming Yin, Boyuan Zheng, Zhenzhu Yang, Yibo Liu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen

Comments CVPR 2024 Oral

Pose2Seg: Detection Free Human Instance Segmentation

Song-Hai Zhang, Ruilong Li, Xin Dong, Paul L. Rosin, Zixi Cai, Xi Han, Dingcheng Yang, Hao-Zhi Huang, Shi-Min Hu

Comments 8 pages

Journal ref CVPR 2019

PC-LoRA: Low-Rank Adaptation for Progressive Model Compression with Knowledge Distillation

Injoon Hwang, Haewon Park, Youngwan Lee, Jooyoung Yang, SunJae Maeng

Comments Accepted at T4V@CVPR

AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings

Jamie Watson, Filippo Aleotti, Mohamed Sayed, Zawar Qureshi, Oisin Mac Aodha, Gabriel Brostow, Michael Firman, Sara Vicente

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

The Penalized Inverse Probability Measure for Conformal Classification

Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre da Costa

Journal ref IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE/CVF, Jun 2024, Seattle, United States

ALINA: Advanced Line Identification and Notation Algorithm

Mohammed Abdul Hafeez Khan, Parth Ganeriwala, Siddhartha Bhattacharyya, Natasha Neogi, Raja Muthalagu

Comments Paper has been accepted to The 3rd CVPR Workshop on Vision Datasets Understanding, 2024

At the edge of a generative cultural precipice

Diego Porres, Alex Gomez-Villa

Comments Accepted at the CVPR Fourth Workshop on Ethical Considerations in Creative applications of Computer Vision

FakeInversion: Learning to Detect Images from Unseen Text-to-Image Models by Inverting Stable Diffusion

George Cazenavette, Avneesh Sud, Thomas Leung, Ben Usman

Comments Project page: https://fake-inversion.github.io

Journal ref CVPR 2024

Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior

Zike Wu, Pan Zhou, Xuanyu Yi, Xiaoding Yuan, Hanwang Zhang

Comments Accepted to CVPR 2024

MAFA: Managing False Negatives for Vision-Language Pre-training

Jaeseok Byun, Dohoon Kim, Taesup Moon

Comments CVPR 2024 camera ready version

ICE-G: Image Conditional Editing of 3D Gaussian Splats

Vishnu Jaganathan, Hannah Hanyun Huang, Muhammad Zubair Irshad, Varun Jampani, Amit Raj, Zsolt Kira

Comments Accepted to CVPR AI4CC Workshop 2024. Project page: https://ice-gaussian.github.io

LaneCPP: Continuous 3D Lane Detection using Physical Priors

Maximilian Pittner, Joel Janai, Alexandru P. Condurache

Comments Accepted at IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024

DocSynthv2: A Practical Autoregressive Modeling for Document Generation

Sanket Biswas, Rajiv Jain, Vlad I. Morariu, Jiuxiang Gu, Puneet Mathur, Curtis Wigington, Tong Sun, Josep Lladós

Comments Spotlight (Oral) Acceptance to CVPR 2024 Workshop for Graphic Design Understanding and Generation (GDUG)