ICCV

eP-ALM: Efficient Perceptual Augmentation of Language Models

Mustafa Shukor, Corentin Dancette, Matthieu Cord

Comments Accepted at ICCV 2023. Project page: https://mshukor.github.io/eP-ALM.github.io/

Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement

Yuanhao Cai, Hao Bian, Jing Lin, Haoqian Wang, Radu Timofte, Yulun Zhang

Comments ICCV 2023; The first Transformer-based method for low-light image enhancement

WaveNeRF: Wavelet-based Generalizable Neural Radiance Fields

Muyu Xu, Fangneng Zhan, Jiahui Zhang, Yingchen Yu, Xiaoqin Zhang, Christian Theobalt, Ling Shao, Shijian Lu

Comments Accepted to ICCV 2023. Project website: https://mxuai.github.io/WaveNeRF/

Corrupting Neuron Explanations of Deep Visual Features

Divyansh Srivastava, Tuomas Oikarinen, Tsui-Wei Weng

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 1877-1886

Distribution-Aligned Diffusion for Human Mesh Recovery

Lin Geng Foo, Jia Gong, Hossein Rahmani, Jun Liu

Comments Accepted to ICCV 2023

NerfAcc: Efficient Sampling Accelerates NeRFs

Ruilong Li, Hang Gao, Matthew Tancik, Angjoo Kanazawa

Comments Website: https://www.nerfacc.com

Journal ref ICCV 2023

Shatter and Gather: Learning Referring Image Segmentation with Text Supervision

Dongwon Kim, Namyup Kim, Cuiling Lan, Suha Kwak

Comments Accepted to ICCV 2023, Project page: https://southflame.github.io/sag/

Towards General Low-Light Raw Noise Synthesis and Modeling

Feng Zhang, Bin Xu, Zhiqiang Li, Xinran Liu, Qingbo Lu, Changxin Gao, Nong Sang

Comments 11 pages, 7 figures. Accepted by ICCV 2023

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 10820-10830

Online Detection of AI-Generated Images

David C. Epstein, Ishan Jain, Oliver Wang, Richard Zhang

Comments ICCV DeepFake Analysis and Detection Workshop, 2023

DREAM+: Efficient Dataset Distillation by Bidirectional Representative Matching

Yanqing Liu, Jianyang Gu, Kai Wang, Zheng Zhu, Kaipeng Zhang, Wei Jiang, Yang You

Comments This is an extension of the ICCV conference version

Invariant Feature Regularization for Fair Face Recognition

Jiali Ma, Zhongqi Yue, Kagaya Tomoyuki, Suzuki Tomoki, Karlekar Jayashree, Sugiri Pranata, Hanwang Zhang

Comments Accepted by International Conference on Computer Vision (ICCV) 2023

Leveraging Image-Text Similarity and Caption Modification for the DataComp Challenge: Filtering Track and BYOD Track

Shuhei Yokoo, Peifei Zhu, Yuchi Ishikawa, Mikihiro Tanaka, Masayoshi Kondo, Hirokatsu Kataoka

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

Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase Hypothesis

Ke Liu, Feng Liu, Haishuai Wang, Ning Ma, Jiajun Bu, Bo Han

Comments Proceedings of the IEEE/CVF International Conference on Computer Vision. 2023

Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection

Junjia Huang, Haofeng Li, Xiang Wan, Guanbin Li

Comments ICCV 2023, released code: https://github.com/lhaof/ACFormer

TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models

Tianshi Cao, Karsten Kreis, Sanja Fidler, Nicholas Sharp, Kangxue Yin

Comments Videos and more results on https://research.nvidia.com/labs/toronto-ai/texfusion/

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (2023) 4169-4181

Zenseact Open Dataset: A large-scale and diverse multimodal dataset for autonomous driving

Mina Alibeigi, William Ljungbergh, Adam Tonderski, Georg Hess, Adam Lilja, Carl Lindstrom, Daria Motorniuk, Junsheng Fu, Jenny Widahl, Christoffer Petersson

Comments International Conference on Computer Vision (ICCV) 2023

MOSE: A New Dataset for Video Object Segmentation in Complex Scenes

Henghui Ding, Chang Liu, Shuting He, Xudong Jiang, Philip H. S. Torr, Song Bai

Comments MOSE Dataset Report

Journal ref ICCV 2023

Learning Support and Trivial Prototypes for Interpretable Image Classification

Chong Wang, Yuyuan Liu, Yuanhong Chen, Fengbei Liu, Yu Tian, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro

Comments ICCV 2023, Code: https://github.com/cwangrun/ST-ProtoPNet

GlueStick: Robust Image Matching by Sticking Points and Lines Together

Rémi Pautrat, Iago Suárez, Yifan Yu, Marc Pollefeys, Viktor Larsson

Comments Accepted at ICCV 2023

Anti-DreamBooth: Protecting users from personalized text-to-image synthesis

Thanh Van Le, Hao Phung, Thuan Hoang Nguyen, Quan Dao, Ngoc Tran, Anh Tran

Comments Accepted to ICCV 2023. Project page: https://anti-dreambooth.github.io/

Audio-Enhanced Text-to-Video Retrieval using Text-Conditioned Feature Alignment

Sarah Ibrahimi, Xiaohang Sun, Pichao Wang, Amanmeet Garg, Ashutosh Sanan, Mohamed Omar

Comments Proceedings of the IEEE/CVF International Conference on Computer Vision. 2023

DetOFA: Efficient Training of Once-for-All Networks for Object Detection Using Path Filter

Yuiko Sakuma, Masato Ishii, Takuya Narihira

Comments Accepted to ICCV workshop 2023

INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold

Changhun Lee, Hyungjun Kim, Eunhyeok Park, Jae-Joon Kim

Comments Accepted at ICCV 2023

Separating Invisible Sounds Toward Universal Audiovisual Scene-Aware Sound Separation

Yiyang Su, Ali Vosoughi, Shijian Deng, Yapeng Tian, Chenliang Xu

Comments Accepted at ICCV 2023 - AV4D, 4 figures, 3 tables

MISAR: A Multimodal Instructional System with Augmented Reality

Jing Bi, Nguyen Manh Nguyen, Ali Vosoughi, Chenliang Xu

Comments Accepted at ICCV 2023 - AV4D, 6 figures, 2 tables

Nerfbusters: Removing Ghostly Artifacts from Casually Captured NeRFs

Frederik Warburg, Ethan Weber, Matthew Tancik, Aleksander Holynski, Angjoo Kanazawa

Comments ICCV 2023, project page: https://ethanweber.me/nerfbusters

Improving Equivariance in State-of-the-Art Supervised Depth and Normal Predictors

Yuanyi Zhong, Anand Bhattad, Yu-Xiong Wang, David Forsyth

Comments ICCV 2023

Enhanced Meta Label Correction for Coping with Label Corruption

Mitchell Keren Taraday, Chaim Baskin

Comments Accepted to ICCV 2023

Most Important Person-guided Dual-branch Cross-Patch Attention for Group Affect Recognition

Hongxia Xie, Ming-Xian Lee, Tzu-Jui Chen, Hung-Jen Chen, Hou-I Liu, Hong-Han Shuai, Wen-Huang Cheng

Comments Accepted by ICCV 2023

HairCLIPv2: Unifying Hair Editing via Proxy Feature Blending

Tianyi Wei, Dongdong Chen, Wenbo Zhou, Jing Liao, Weiming Zhang, Gang Hua, Nenghai Yu

Comments ICCV 2023, code is available at https://github.com/wty-ustc/HairCLIPv2