CVPR

One-step Diffusion with Distribution Matching Distillation

Tianwei Yin, Michaël Gharbi, Richard Zhang, Eli Shechtman, Fredo Durand, William T. Freeman, Taesung Park

Comments CVPR 2024, Project page: https://tianweiy.github.io/dmd/

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

Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection with Single Point Supervision

Xinyi Ying, Li Liu, Yingqian Wang, Ruojing Li, Nuo Chen, Zaiping Lin, Weidong Sheng, Shilin Zhou

Journal ref CVPR 2023

OCC-MLLM:Empowering Multimodal Large Language Model For the Understanding of Occluded Objects

Wenmo Qiu, Xinhan Di

Comments Accepted by CVPR 2024 T4V Workshop (5 pages, 3 figures, 2 tables)

OMG-Seg: Is One Model Good Enough For All Segmentation?

Xiangtai Li, Haobo Yuan, Wei Li, Henghui Ding, Size Wu, Wenwei Zhang, Yining Li, Kai Chen, Chen Change Loy

Comments CVPR-2024. Project Page: https://lxtgh.github.io/project/omg_seg/

Towards Language-Driven Video Inpainting via Multimodal Large Language Models

Jianzong Wu, Xiangtai Li, Chenyang Si, Shangchen Zhou, Jingkang Yang, Jiangning Zhang, Yining Li, Kai Chen, Yunhai Tong, Ziwei Liu, Chen Change Loy

Comments CVPR-2024. Project Page: https://jianzongwu.github.io/projects/rovi

Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models

Adrien LeCoz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed

Journal ref Generative Models for Computer Vision - CVPR 2024 Workshop, Jun 2024, Seattle, United States

Fast ODE-based Sampling for Diffusion Models in Around 5 Steps

Zhenyu Zhou, Defang Chen, Can Wang, Chun Chen

Comments Accepted by CVPR 2024 (Spotlight)

High-Fidelity GAN Inversion for Image Attribute Editing

Tengfei Wang, Yong Zhang, Yanbo Fan, Jue Wang, Qifeng Chen

Comments CVPR 2022; Project Page is at https://tengfei-wang.github.io/HFGI/

LGFN: Lightweight Light Field Image Super-Resolution using Local Convolution Modulation and Global Attention Feature Extraction

Zhongxin Yu, Liang Chen, Zhiyun Zeng, Kunping Yang, Shaofei Luo, Shaorui Chen, Cheng Zhong

Comments 10 pages, 5 figures

Journal ref CVPR 2024 workshop

BOTH2Hands: Inferring 3D Hands from Both Text Prompts and Body Dynamics

Wenqian Zhang, Molin Huang, Yuxuan Zhou, Juze Zhang, Jingyi Yu, Jingya Wang, Lan Xu

Comments Accepted to CVPR 2024

Journal ref Proc. IEEE/CVF Conf. Comput. Vis. Pattern Recognit. (CVPR), 2024, pp. 2393-2404.

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives

Kristen Grauman, Andrew Westbury, Lorenzo Torresani, Kris Kitani, Jitendra Malik, Triantafyllos Afouras, Kumar Ashutosh, Vijay Baiyya, Siddhant Bansal, Bikram Boote, Eugene Byrne, Zach Chavis, Joya Chen, Feng Cheng, Fu-Jen Chu, Sean Crane, Avijit Dasgupta, Jing Dong, Maria Escobar, Cristhian Forigua, Abrham Gebreselasie, Sanjay Haresh, Jing Huang, Md Mohaiminul Islam, Suyog Jain, Rawal Khirodkar, Devansh Kukreja, Kevin J Liang, Jia-Wei Liu, Sagnik Majumder, Yongsen Mao, Miguel Martin, Effrosyni Mavroudi, Tushar Nagarajan, Francesco Ragusa, Santhosh Kumar Ramakrishnan, Luigi Seminara, Arjun Somayazulu, Yale Song, Shan Su, Zihui Xue, Edward Zhang, Jinxu Zhang, Angela Castillo, Changan Chen, Xinzhu Fu, Ryosuke Furuta, Cristina Gonzalez, Prince Gupta, Jiabo Hu, Yifei Huang, Yiming Huang, Weslie Khoo, Anush Kumar, Robert Kuo, Sach Lakhavani, Miao Liu, Mi Luo, Zhengyi Luo, Brighid Meredith, Austin Miller, Oluwatumininu Oguntola, Xiaqing Pan, Penny Peng, Shraman Pramanick, Merey Ramazanova, Fiona Ryan, Wei Shan, Kiran Somasundaram, Chenan Song, Audrey Southerland, Masatoshi Tateno, Huiyu Wang, Yuchen Wang, Takuma Yagi, Mingfei Yan, Xitong Yang, Zecheng Yu, Shengxin Cindy Zha, Chen Zhao, Ziwei Zhao, Zhifan Zhu, Jeff Zhuo, Pablo Arbelaez, Gedas Bertasius, David Crandall, Dima Damen, Jakob Engel, Giovanni Maria Farinella, Antonino Furnari, Bernard Ghanem, Judy Hoffman, C. V. Jawahar, Richard Newcombe, Hyun Soo Park, James M. Rehg, Yoichi Sato, Manolis Savva, Jianbo Shi, Mike Zheng Shou, Michael Wray

Comments Expanded manuscript (compared to arxiv v1 from Nov 2023 and CVPR 2024 paper from June 2024) for more comprehensive dataset and benchmark presentation, plus new results on v2 data release

Low Latency Point Cloud Rendering with Learned Splatting

Yueyu Hu, Ran Gong, Qi Sun, Yao Wang

Comments Published at CVPR 2024 Workshop on AIS: Vision, Graphics and AI for Streaming (https://ai4streaming-workshop.github.io/)

Neural Implicit Morphing of Face Images

Guilherme Schardong, Tiago Novello, Hallison Paz, Iurii Medvedev, Vinícius da Silva, Luiz Velho, Nuno Gonçalves

Comments 14 pages, 20 figures, accepted for CVPR 2024

SAFDNet: A Simple and Effective Network for Fully Sparse 3D Object Detection

Gang Zhang, Junnan Chen, Guohuan Gao, Jianmin Li, Si Liu, Xiaolin Hu

Comments Accepted by CVPR 2024 (Oral)

Deep Single Image Camera Calibration by Heatmap Regression to Recover Fisheye Images Under Manhattan World Assumption

Nobuhiko Wakai, Satoshi Sato, Yasunori Ishii, Takayoshi Yamashita

Comments Accepted by CVPR2024

Journal ref 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 2024, pp. 11884-11894

Improving Multi-label Recognition using Class Co-Occurrence Probabilities

Samyak Rawlekar, Shubhang Bhatnagar, Vishnuvardhan Pogunulu Srinivasulu, Narendra Ahuja

Comments Accepted to ICPR 2024, CVPR workshops 2024

An N-Point Linear Solver for Line and Motion Estimation with Event Cameras

Ling Gao, Daniel Gehrig, Hang Su, Davide Scaramuzza, Laurent Kneip

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

Multimodal Datasets and Benchmarks for Reasoning about Dynamic Spatio-Temporality in Everyday Environments

Takanori Ugai, Kensho Hara, Shusaku Egami, Ken Fukuda

Comments 5 pages, 1 figure, 1 table, accepted in Embodied AI 2024 Workshop held in conjunction with CVPR 2024

CorrespondentDream: Enhancing 3D Fidelity of Text-to-3D using Cross-View Correspondences

Seungwook Kim, Kejie Li, Xueqing Deng, Yichun Shi, Minsu Cho, Peng Wang

Comments 25 pages, 22 figures, accepted to CVPR 2024

MED-VT++: Unifying Multimodal Learning with a Multiscale Encoder-Decoder Video Transformer

Rezaul Karim, He Zhao, Richard P. Wildes, Mennatullah Siam

Comments Extension of CVPR'23 paper for journal submission

Layout Agnostic Scene Text Image Synthesis with Diffusion Models

Qilong Zhangli, Jindong Jiang, Di Liu, Licheng Yu, Xiaoliang Dai, Ankit Ramchandani, Guan Pang, Dimitris N. Metaxas, Praveen Krishnan

Comments Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 7496-7506

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 7496-7506

TempSAL -- Uncovering Temporal Information for Deep Saliency Prediction

Bahar Aydemir, Ludo Hoffstetter, Tong Zhang, Mathieu Salzmann, Sabine Süsstrunk

Comments 10 pages, 7 figures, published in CVPR 2023

Adversarial Score Distillation: When score distillation meets GAN

Min Wei, Jingkai Zhou, Junyao Sun, Xuesong Zhang

Comments CVPR 2024

A Fashion Item Recommendation Model in Hyperbolic Space

Ryotaro Shimizu, Yu Wang, Masanari Kimura, Yuki Hirakawa, Takashi Wada, Yuki Saito, Julian McAuley

Comments This work was presented at the CVFAD Workshop at CVPR 2024

Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression Recognition

Marah Halawa, Florian Blume, Pia Bideau, Martin Maier, Rasha Abdel Rahman, Olaf Hellwich

Comments The paper will appear in the CVPR 2024 workshops proceedings

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, pp. 4604-4614

ReMOVE: A Reference-free Metric for Object Erasure

Aditya Chandrasekar, Goirik Chakrabarty, Jai Bardhan, Ramya Hebbalaguppe, Prathosh AP

Comments Accepted at The First Workshop on the Evaluation of Generative Foundation Models (EvGENFM) at CVPR 2024

Streamlined Global and Local Features Combinator (SGLC) for High Resolution Image Dehazing

Bilel Benjdira, Anas M. Ali, Anis Koubaa

Comments Accepted in CVPR 2023 Workshops

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 1855-1864, 2023

Hydra-MDP: End-to-end Multimodal Planning with Multi-target Hydra-Distillation

Zhenxin Li, Kailin Li, Shihao Wang, Shiyi Lan, Zhiding Yu, Yishen Ji, Zhiqi Li, Ziyue Zhu, Jan Kautz, Zuxuan Wu, Yu-Gang Jiang, Jose M. Alvarez

Comments The 1st place solution of End-to-end Driving at Scale at the CVPR 2024 Autonomous Grand Challenge

Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning with Multimodal Models

Zhiqiu Lin, Samuel Yu, Zhiyi Kuang, Deepak Pathak, Deva Ramanan

Comments Published at CVPR 2023. Project site: https://linzhiqiu.github.io/papers/cross_modal/

Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models

Zhang Li, Biao Yang, Qiang Liu, Zhiyin Ma, Shuo Zhang, Jingxu Yang, Yabo Sun, Yuliang Liu, Xiang Bai

Comments CVPR 2024 Highlight