ICCV

Uncertainty-aware Unsupervised Multi-Object Tracking

Kai Liu, Sheng Jin, Zhihang Fu, Ze Chen, Rongxin Jiang, Jieping Ye

Comments Accepted by International Conference on Computer Vision (ICCV) 2023. Code is available at https://github.com/alibaba/u2mot/

Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pretraining

Bumsoo Kim, Yeonsik Jo, Jinhyung Kim, Seung Hwan Kim

Comments ICCV 2023

Poincaré ResNet

Max van Spengler, Erwin Berkhout, Pascal Mettes

Comments International Conference on Computer Vision 2023

Advancing Image Retrieval with Few-Shot Learning and Relevance Feedback

Boaz Lerner, Nir Darshan, Rami Ben-Ari

Comments A short version of this paper was presented in ICCV-Out Of Distribution Generalization on Computer Vision (OOD-CV) Workshop 2023. See also CameraReady%2053.pdf" target="_blank" rel="noopener">https://github.com/eccv22-ood-workshop/eccv22-ood-workshop.github.io/blob/new/camera_ready/CameraReady%2053.pdf

Leveraging SE(3) Equivariance for Learning 3D Geometric Shape Assembly

Ruihai Wu, Chenrui Tie, Yushi Du, Yan Zhao, Hao Dong

Comments ICCV 2023, Project page: https://crtie.github.io/SE-3-part-assembly/ , Code: https://github.com/crtie/Leveraging-SE-3-Equivariance-for-Learning-3D-Geometric-Shape-Assembly

Hyperbolic Audio-visual Zero-shot Learning

Jie Hong, Zeeshan Hayder, Junlin Han, Pengfei Fang, Mehrtash Harandi, Lars Petersson

Comments ICCV 2023

UPGPT: Universal Diffusion Model for Person Image Generation, Editing and Pose Transfer

Soon Yau Cheong, Armin Mustafa, Andrew Gilbert

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops 2023

TIFace: Improving Facial Reconstruction through Tensorial Radiance Fields and Implicit Surfaces

Ruijie Zhu, Jiahao Chang, Ziyang Song, Jiahuan Yu, Tianzhu Zhang

Comments 1st place solution in the View Synthesis Challenge for Human Heads (VSCHH) at the ICCV 2023 workshop

Parametric Classification for Generalized Category Discovery: A Baseline Study

Xin Wen, Bingchen Zhao, Xiaojuan Qi

Comments v3: ICCV'23 version; v4: updated the dataset table

Target-Grounded Graph-Aware Transformer for Aerial Vision-and-Dialog Navigation

Yifei Su, Dong An, Yuan Xu, Kehan Chen, Yan Huang

Comments 1st Place Solution for the AVDN Challenge in ICCV CLVL 2023

From LAION-5B to LAION-EO: Filtering Billions of Images Using Anchor Datasets for Satellite Image Extraction

Mikolaj Czerkawski, Alistair Francis

Comments Accepted at the ICCV 2023 Workshop "Towards the Next Generation of Computer Vision Datasets: DataComp Track"

Journal ref ICCV 2023 Workshop "Towards the Next Generation of Computer Vision Datasets: DataComp Track"

Annotation-Free Group Robustness via Loss-Based Resampling

Mahdi Ghaznavi, Hesam Asadollahzadeh, HamidReza Yaghoubi Araghi, Fahimeh Hosseini Noohdani, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah

Comments Accepted as a short paper in OOD-CV workshop at ICCV 2023

Incremental Generalized Category Discovery

Bingchen Zhao, Oisin Mac Aodha

Comments This paper is accepted at ICCV 2023

MapFormer: Boosting Change Detection by Using Pre-change Information

Maximilian Bernhard, Niklas Strauß, Matthias Schubert

Comments accepted at ICCV 2023

ViewRefer: Grasp the Multi-view Knowledge for 3D Visual Grounding with GPT and Prototype Guidance

Zoey Guo, Yiwen Tang, Ray Zhang, Dong Wang, Zhigang Wang, Bin Zhao, Xuelong Li

Comments Accepted by ICCV 2023. Code is released at https://github.com/Ivan-Tang-3D/ViewRefer3D

Direct Unsupervised Denoising

Benjamin Salmon, Alexander Krull

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023, pp. 3838-3845

Gaussian Image Anomaly Detection with Greedy Eigencomponent Selection

Tetiana Gula, João P C Bertoldo

Comments 28 pages, 14 figures, accepted to 2023 official workshop of the LatinX in Computer Vision (LXCV) at ICCV

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023, pp. 4110-4118

PARTNER: Level up the Polar Representation for LiDAR 3D Object Detection

Ming Nie, Yujing Xue, Chunwei Wang, Chaoqiang Ye, Hang Xu, Xinge Zhu, Qingqiu Huang, Michael Bi Mi, Xinchao Wang, Li Zhang

Comments ICCV 2023

Robust Evaluation of Diffusion-Based Adversarial Purification

Minjong Lee, Dongwoo Kim

Comments Accepted by ICCV 2023, oral presentation. Code is available at https://github.com/ml-postech/robust-evaluation-of-diffusion-based-purification

What does a platypus look like? Generating customized prompts for zero-shot image classification

Sarah Pratt, Ian Covert, Rosanne Liu, Ali Farhadi

Comments ICCV 2023

Self-training solutions for the ICCV 2023 GeoNet Challenge

Lijun Sheng, Zhengbo Wang, Jian Liang

Comments technical report; 1st in the ICCV-2023 GeoUniDA challenge

Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving

Thomas E. Huang, Yifan Liu, Luc Van Gool, Fisher Yu

Comments ICCV 2023, project page at https://www.vis.xyz/pub/vtd

Stable Cluster Discrimination for Deep Clustering

Qi Qian

Comments accepted by ICCV'23

Periodically Exchange Teacher-Student for Source-Free Object Detection

Qipeng Liu, Luojun Lin, Zhifeng Shen, Zhifeng Yang

Comments ICCV 2023

HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models

Eslam Mohamed Bakr, Pengzhan Sun, Xiaoqian Shen, Faizan Farooq Khan, Li Erran Li, Mohamed Elhoseiny

Comments ICCV 2023

1st Place in ICCV 2023 Workshop Challenge Track 1 on Resource Efficient Deep Learning for Computer Vision: Budgeted Model Training Challenge

Youngjun Kwak, Seonghun Jeong, Yunseung Lee, Changick Kim

Comments ICCV 2023 Workshop Challenge Track 1 on RCV

SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning

Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele

Comments Paper accepted in ICCV 2023

Breaking Temporal Consistency: Generating Video Universal Adversarial Perturbations Using Image Models

Hee-Seon Kim, Minji Son, Minbeom Kim, Myung-Joon Kwon, Changick Kim

Comments ICCV 2023

NeuS2: Fast Learning of Neural Implicit Surfaces for Multi-view Reconstruction

Yiming Wang, Qin Han, Marc Habermann, Kostas Daniilidis, Christian Theobalt, Lingjie Liu

Comments ICCV 2023

Improving Representation Learning for Histopathologic Images with Cluster Constraints

Weiyi Wu, Chongyang Gao, Joseph DiPalma, Soroush Vosoughi, Saeed Hassanpour

Comments Accepted by ICCV2023

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 21404-21414