ICCV

Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization

Siyuan Yang, Jun Liu, Shijian Lu, Er Meng Hwa, Yongjian Hu, Alex C. Kot

Comments Accepted by TPAMI. This work is an extension of our ICCV 2021 paper [arXiv:2108.01959] https://openaccess.thecvf.com/content/ICCV2021/html/Yang_Skeleton_Cloud_Colorization_for_Unsupervised_3D_Action_Representation_Learning_ICCV_2021_paper.html

Pairwise Similarity Learning is SimPLE

Yandong Wen, Weiyang Liu, Yao Feng, Bhiksha Raj, Rita Singh, Adrian Weller, Michael J. Black, Bernhard Schölkopf

Comments Published in ICCV 2023 (Project page: https://simple.is.tue.mpg.de/)

Audio-Visual Class-Incremental Learning

Weiguo Pian, Shentong Mo, Yunhui Guo, Yapeng Tian

Comments Accepted at ICCV 2023

Localizing Moments in Long Video Via Multimodal Guidance

Wayner Barrios, Mattia Soldan, Alberto Mario Ceballos-Arroyo, Fabian Caba Heilbron, Bernard Ghanem

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

Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery

Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong

Comments ICCV 2021

LRRU: Long-short Range Recurrent Updating Networks for Depth Completion

Yufei Wang, Bo Li, Ge Zhang, Qi Liu, Tao Gao, Yuchao Dai

Comments Published in ICCV 2023

Feature Proliferation -- the "Cancer" in StyleGAN and its Treatments

Shuang Song, Yuanbang Liang, Jing Wu, Yu-Kun Lai, Yipeng Qin

Comments Accepted at ICCV 2023

Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning

Wonguk Cho, Jinha Park, Taesup Kim

Comments ICCV 2023

Name Your Colour For the Task: Artificially Discover Colour Naming via Colour Quantisation Transformer

Shenghan Su, Lin Gu, Yue Yang, Zenghui Zhang, Tatsuya Harada

Comments ICCV 2023 Oral

A Generalist Framework for Panoptic Segmentation of Images and Videos

Ting Chen, Lala Li, Saurabh Saxena, Geoffrey Hinton, David J. Fleet

Comments ICCV'23. Code at https://github.com/google-research/pix2seq

Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images

Steffen Wolf, Manan Lalit, Henry Westmacott, Katie McDole, Jan Funke

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pages 21263-21272

GePSAn: Generative Procedure Step Anticipation in Cooking Videos

Mohamed Ashraf Abdelsalam, Samrudhdhi B. Rangrej, Isma Hadji, Nikita Dvornik, Konstantinos G. Derpanis, Afsaneh Fazly

Comments published at ICCV 2023

NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space

Jiawei Yao, Chuming Li, Keqiang Sun, Yingjie Cai, Hao Li, Wanli Ouyang, Hongsheng Li

Comments Accepted at ICCV 2023. Project page: https://jiawei-yao0812.github.io/NDC-Scene/

Efficient Emotional Adaptation for Audio-Driven Talking-Head Generation

Yuan Gan, Zongxin Yang, Xihang Yue, Lingyun Sun, Yi Yang

Comments Accepted to ICCV 2023. Project page: https://yuangan.github.io/eat/

Distilling Large Vision-Language Model with Out-of-Distribution Generalizability

Xuanlin Li, Yunhao Fang, Minghua Liu, Zhan Ling, Zhuowen Tu, Hao Su

Comments Published at International Conference on Computer Vision (ICCV) 2023. Poster at https://xuanlinli17.github.io/pdfs/iccv23_large_vlm_distillation_poster.pdf

Joint Metrics Matter: A Better Standard for Trajectory Forecasting

Erica Weng, Hana Hoshino, Deva Ramanan, Kris Kitani

Comments Published as a conference paper at ICCV 2023

MAPConNet: Self-supervised 3D Pose Transfer with Mesh and Point Contrastive Learning

Jiaze Sun, Zhixiang Chen, Tae-Kyun Kim

Comments Accepted by ICCV 2023

A Complete Recipe for Diffusion Generative Models

Kushagra Pandey, Stephan Mandt

Comments Accepted in ICCV'23 (Oral Presentation)

Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters

Mateusz Michalkiewicz, Masoud Faraki, Xiang Yu, Manmohan Chandraker, Mahsa Baktashmotlagh

Comments Paper was accepted to ICCV 2023

FateZero: Fusing Attentions for Zero-shot Text-based Video Editing

Chenyang Qi, Xiaodong Cun, Yong Zhang, Chenyang Lei, Xintao Wang, Ying Shan, Qifeng Chen

Comments Accepted to ICCV 2023 as an Oral Presentation. Project page: https://fate-zero-edit.github.io ; GitHub repository: https://github.com/ChenyangQiQi/FateZero

CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation

Zekang Zhang, Guangyu Gao, Jianbo Jiao, Chi Harold Liu, Yunchao Wei

Comments Accepted by ICCV 2023

Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning

Debora Caldarola, Barbara Caputo, Marco Ciccone

Comments International Conference on Computer Vision Workshop (ICCVW)

TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition

Shilin Lu, Yanzhu Liu, Adams Wai-Kin Kong

Comments Accepted by ICCV 2023

Class-Incremental Learning using Diffusion Model for Distillation and Replay

Quentin Jodelet, Xin Liu, Yin Jun Phua, Tsuyoshi Murata

Comments Best paper award at 1st Workshop on Visual Continual Learning, ICCV 2023

Video Action Recognition with Attentive Semantic Units

Yifei Chen, Dapeng Chen, Ruijin Liu, Hao Li, Wei Peng

Comments Accepted at ICCV 2023

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 10170-10180

Consistency Regularization for Generalizable Source-free Domain Adaptation

Longxiang Tang, Kai Li, Chunming He, Yulun Zhang, Xiu Li

Comments Accepted by ICCV 2023 workshop

Fusing VHR Post-disaster Aerial Imagery and LiDAR Data for Roof Classification in the Caribbean

Isabelle Tingzon, Nuala Margaret Cowan, Pierre Chrzanowski

Comments ICCV 2023 Workshop on Artificial Intelligence for Humanitarian Assistance and Disaster Response

MV-Map: Offboard HD-Map Generation with Multi-view Consistency

Ziyang Xie, Ziqi Pang, Yu-Xiong Wang

Comments ICCV 2023

Equivariant Similarity for Vision-Language Foundation Models

Tan Wang, Kevin Lin, Linjie Li, Chung-Ching Lin, Zhengyuan Yang, Hanwang Zhang, Zicheng Liu, Lijuan Wang

Comments Accepted by ICCV'23 (Oral); Add evaluation on MLLM

StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model

Zipeng Xu, Enver Sangineto, Nicu Sebe

Comments ICCV 2023