ECCV

PETR: Position Embedding Transformation for Multi-View 3D Object Detection

Yingfei Liu, Tiancai Wang, Xiangyu Zhang, Jian Sun

Comments Accepted by ECCV 2022. Code is available at \url{https://github.com/megvii-research/PETR}

PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks

Nan Ding, Xi Chen, Tomer Levinboim, Beer Changpinyo, Radu Soricut

Comments European Conference on Computer Vision 2022 (oral)

VoViT: Low Latency Graph-based Audio-Visual Voice Separation Transformer

Juan F. Montesinos, Venkatesh S. Kadandale, Gloria Haro

Comments Accepted to ECCV 2022

Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Domain Gap

Yongwei Chen, Zihao Wang, Longkun Zou, Ke Chen, Kui Jia

Comments Accepted by ECCV 2022

Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification

Kai Yi, Xiaoqian Shen, Yunhao Gou, Mohamed Elhoseiny

Comments ECCV 2022, camera-ready version

TISE: Bag of Metrics for Text-to-Image Synthesis Evaluation

Tan M. Dinh, Rang Nguyen, Binh-Son Hua

Comments Accepted to ECCV 2022; TISE toolbox is available at https://github.com/VinAIResearch/tise-toolbox

Object-Centric Unsupervised Image Captioning

Zihang Meng, David Yang, Xuefei Cao, Ashish Shah, Ser-Nam Lim

Comments ECCV 2022

$\ell_\infty$-Robustness and Beyond: Unleashing Efficient Adversarial Training

Hadi M. Dolatabadi, Sarah Erfani, Christopher Leckie

Comments Accepted to the 17th European Conference on Computer Vision (ECCV 2022)

VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition

Changyao Tian, Wenhai Wang, Xizhou Zhu, Jifeng Dai, Yu Qiao

Comments Accepted by ECCV 2022; 14 pages, 9 figures

Facial Depth and Normal Estimation using Single Dual-Pixel Camera

Minjun Kang, Jaesung Choe, Hyowon Ha, Hae-Gon Jeon, Sunghoon Im, In So Kweon, KuK-Jin Yoon

Comments Github page : https://github.com/MinJunKang/DualPixelFace To be appeared in ECCV 2022

Class-agnostic Object Detection with Multi-modal Transformer

Muhammad Maaz, Hanoona Rasheed, Salman Khan, Fahad Shahbaz Khan, Rao Muhammad Anwer, Ming-Hsuan Yang

Comments Accepted at ECCV 2022

Capturing, Reconstructing, and Simulating: the UrbanScene3D Dataset

Liqiang Lin, Yilin Liu, Yue Hu, Xingguang Yan, Ke Xie, Hui Huang

Comments ECCV 2022 camera ready; Project page: https://vcc.tech/UrbanScene3D/

When Deep Classifiers Agree: Analyzing Correlations between Learning Order and Image Statistics

Iuliia Pliushch, Martin Mundt, Nicolas Lupp, Visvanathan Ramesh

Comments Accepted for publication at ECCV 2022. Version includes supplementary material

MOTR: End-to-End Multiple-Object Tracking with Transformer

Fangao Zeng, Bin Dong, Yuang Zhang, Tiancai Wang, Xiangyu Zhang, Yichen Wei

Comments Accepted by ECCV 2022. Code is available at https://github.com/megvii-research/MOTR

SelectionConv: Convolutional Neural Networks for Non-rectilinear Image Data

David Hart, Michael Whitney, Bryan Morse

Comments To be presented at ECCV 2022

Exploiting Unlabeled Data with Vision and Language Models for Object Detection

Shiyu Zhao, Zhixing Zhang, Samuel Schulter, Long Zhao, Vijay Kumar B. G, Anastasis Stathopoulos, Manmohan Chandraker, Dimitris Metaxas

Comments Accepted to ECCV 2022 (with the supplementary document)

Prior Knowledge Guided Unsupervised Domain Adaptation

Tao Sun, Cheng Lu, Haibin Ling

Comments To appear in ECCV 2022

Prior-Guided Adversarial Initialization for Fast Adversarial Training

Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao

Comments ECCV 2022

Journal ref ECCV 2022

STEEX: Steering Counterfactual Explanations with Semantics

Paul Jacob, Éloi Zablocki, Hédi Ben-Younes, Mickaël Chen, Patrick Pérez, Matthieu Cord

Comments ECCV 2022 --- 14 pages + supplementary

Label2Label: A Language Modeling Framework for Multi-Attribute Learning

Wanhua Li, Zhexuan Cao, Jianjiang Feng, Jie Zhou, Jiwen Lu

Comments ECCV 2022

Action-based Contrastive Learning for Trajectory Prediction

Marah Halawa, Olaf Hellwich, Pia Bideau

Comments This paper will appear in the proceedings of The European Conference on Computer Vision (ECCV 2022)

Class-incremental Novel Class Discovery

Subhankar Roy, Mingxuan Liu, Zhun Zhong, Nicu Sebe, Elisa Ricci

Comments ECCV 2022

Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation

Xinyu Shi, Dong Wei, Yu Zhang, Donghuan Lu, Munan Ning, Jiashun Chen, Kai Ma, Yefeng Zheng

Comments ECCV 2022

MPIB: An MPI-Based Bokeh Rendering Framework for Realistic Partial Occlusion Effects

Juewen Peng, Jianming Zhang, Xianrui Luo, Hao Lu, Ke Xian, Zhiguo Cao

Comments Accepted by ECCV 2022; Project: https://juewenpeng.github.io/MPIB/

Adversarial Contrastive Learning via Asymmetric InfoNCE

Qiying Yu, Jieming Lou, Xianyuan Zhan, Qizhang Li, Wangmeng Zuo, Yang Liu, Jingjing Liu

Comments Accepted by ECCV 2022. Code is available at https://github.com/yqy2001/A-InfoNCE

SepLUT: Separable Image-adaptive Lookup Tables for Real-time Image Enhancement

Canqian Yang, Meiguang Jin, Yi Xu, Rui Zhang, Ying Chen, Huaida Liu

Comments Accepted by ECCV 2022

Learning with Recoverable Forgetting

Jingwen Ye, Yifang Fu, Jie Song, Xingyi Yang, Songhua Liu, Xin Jin, Mingli Song, Xinchao Wang

Comments Accepted by ECCV 2022

Zero-Shot Temporal Action Detection via Vision-Language Prompting

Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang

Comments ECCV 2022; Code available at https://github.com/sauradip/STALE

Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal

Xinwei Liu, Jian Liu, Yang Bai, Jindong Gu, Tao Chen, Xiaojun Jia, Xiaochun Cao

Comments ECCV 2022

FashionViL: Fashion-Focused Vision-and-Language Representation Learning

Xiao Han, Licheng Yu, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang

Comments ECCV 2022