ECCV

Hierarchical Memory Learning for Fine-Grained Scene Graph Generation

Youming Deng, Yansheng Li, Yongjun Zhang, Xiang Xiang, Jian Wang, Jingdong Chen, Jiayi Ma

Comments ECCV 2022

RFNet-4D++: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds with Cross-Attention Spatio-Temporal Features

Tuan-Anh Vu, Duc Thanh Nguyen, Binh-Son Hua, Quang-Hieu Pham, Sai-Kit Yeung

Comments TPAMI journal extension of ECCV 2022 arXiv:2203.16482

Compound Prototype Matching for Few-shot Action Recognition

Yifei Huang, Lijin Yang, Yoichi Sato

Comments ECCV 2022

Dual-Stream Knowledge-Preserving Hashing for Unsupervised Video Retrieval

Pandeng Li, Hongtao Xie, Jiannan Ge, Lei Zhang, Shaobo Min, Yongdong Zhang

Comments 17 pages, 8 figures, ECCV 2022

MemSAC: Memory Augmented Sample Consistency for Large Scale Unsupervised Domain Adaptation

Tarun Kalluri, Astuti Sharma, Manmohan Chandraker

Comments Accepted at ECCV 2022. Project Webpage: https://tarun005.github.io/MemSAC/

VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval

Minuk Ma, Sunjae Yoon, Junyeong Kim, Youngjoon Lee, Sunghun Kang, Chang D. Yoo

Comments 16 pages, 6 figures, European Conference on Computer Vision, 2020

ReLER@ZJU Submission to the Ego4D Moment Queries Challenge 2022

Jiayi Shao, Xiaohan Wang, Yi Yang

Comments Accepted to ECCV 2022 Ego4D Workshop; 3rd place in Ego4D Moment Query Challenge

Spatial and Visual Perspective-Taking via View Rotation and Relation Reasoning for Embodied Reference Understanding

Cheng Shi, Sibei Yang

Comments ECCV 2022. Code: http://github.com/ChengShiest/REP-ERU

STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos

Ali Athar, Sabarinath Mahadevan, Aljoša Ošep, Laura Leal-Taixé, Bastian Leibe

Comments ECCV 2020 28 pages, 6 figures

Learning Prior Feature and Attention Enhanced Image Inpainting

Chenjie Cao, Qiaole Dong, Yanwei Fu

Comments ECCV 2022

Unsupervised Selective Labeling for More Effective Semi-Supervised Learning

Xudong Wang, Long Lian, Stella X. Yu

Comments Accepted by ECCV 2022; Fixed a few typos

SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness

Jindong Gu, Hengshuang Zhao, Volker Tresp, Philip Torr

Journal ref European Conference on Computer Vision (ECCV) , 2022

Gradient-based Uncertainty for Monocular Depth Estimation

Julia Hornauer, Vasileios Belagiannis

Comments Accepted to ECCV 2022

MFIM: Megapixel Facial Identity Manipulation

Sanghyeon Na

Comments ECCV 2022 accepted

S$^2$Contact: Graph-based Network for 3D Hand-Object Contact Estimation with Semi-Supervised Learning

Tze Ho Elden Tse, Zhongqun Zhang, Kwang In Kim, Ales Leonardis, Feng Zheng, Hyung Jin Chang

Comments Accepted to ECCV 2022

Multi-Granularity Prediction with Learnable Fusion for Scene Text Recognition

Cheng Da, Peng Wang, Cong Yao

Comments submitted to TPAMI; an extension to our previous ECCV 2022 paper arXiv:2209.03592

AdaBest: Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation

Farshid Varno, Marzie Saghayi, Laya Rafiee Sevyeri, Sharut Gupta, Stan Matwin, Mohammad Havaei

Comments Published as a conference paper at ECCV 2022; Corrected some typos in the text and a baseline algorithm

Feed-Forward Source-Free Domain Adaptation via Class Prototypes

Ondrej Bohdal, Da Li, Timothy Hospedales

Comments ECCV 2022 Workshop on Out of Distribution Generalization in Computer Vision (OOD-CV)

APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection

Anneliese Braunegg, Amartya Chakraborty, Michael Krumdick, Nicole Lape, Sara Leary, Keith Manville, Elizabeth Merkhofer, Laura Strickhart, Matthew Walmer

Comments 23 pages, 14 figures, 3 tables. Updated version as accepted to ECCV 2020

The Value of Out-of-Distribution Data

Ashwin De Silva, Rahul Ramesh, Carey E. Priebe, Pratik Chaudhari, Joshua T. Vogelstein

Comments Previous versions of this work have been presented at the Out-of-Distribution Generalization in Computer Vision (OOD-CV) Workshop (ECCV 2022) and the Workshop on Distribution Shifts (NeurIPS 2022)

Journal ref Proceedings of the 40th International Conference on Machine Learning, PMLR 202:7366-7389, 2023

One Ontology to Rule Them All: Corner Case Scenarios for Autonomous Driving

Daniel Bogdoll, Stefani Guneshka, J. Marius Zöllner

Comments Daniel Bogdoll and Stefani Guneshka contributed equally. Accepted for publication at ECCV 2022 SAIAD workshop

Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks

Andrea Gemelli, Sanket Biswas, Enrico Civitelli, Josep Lladós, Simone Marinai

Comments TiE ECCV 2022

Journal ref Computer Vision -- ECCV 2022 Workshops, vol. 13804, 2023, pp. 329-344

kMaX-DeepLab: k-means Mask Transformer

Qihang Yu, Huiyu Wang, Siyuan Qiao, Maxwell Collins, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

Comments ECCV 2022. arXiv v2: add results on ADE20K. arXiv v3: fix appendix. v4: fix typo. v5: add PyTorch re-implementation. Codes and models are available at TensorFlow: https://github.com/google-research/deeplab2 PyTorch: https://github.com/bytedance/kmax-deeplab

S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning

Jayateja Kalla, Soma Biswas

Comments Accepted in ECCV 2022

VSA: Learning Varied-Size Window Attention in Vision Transformers

Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao

Comments 23 pages, 13 tables, and 5 figures; ECCV 2022 version

Rethinking Closed-loop Training for Autonomous Driving

Chris Zhang, Runsheng Guo, Wenyuan Zeng, Yuwen Xiong, Binbin Dai, Rui Hu, Mengye Ren, Raquel Urtasun

Comments ECCV 2022

Continual Inference: A Library for Efficient Online Inference with Deep Neural Networks in PyTorch

Lukas Hedegaard, Alexandros Iosifidis

Comments 1- pages, 5 figures, 1 table

Journal ref Computer Vision - ECCV 2022 Workshops. ECCV 2022

Learning Point-Language Hierarchical Alignment for 3D Visual Grounding

Jiaming Chen, Weixin Luo, Ran Song, Xiaolin Wei, Lin Ma, Wei Zhang

Comments Champion on ECCV 2022 ScanRefer Challenge

CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation

Yunyao Mao, Wengang Zhou, Zhenbo Lu, Jiajun Deng, Houqiang Li

Comments To appear in ECCV 2022 (Oral)

PrivHAR: Recognizing Human Actions From Privacy-preserving Lens

Carlos Hinojosa, Miguel Marquez, Henry Arguello, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles

Comments Oral paper presented at European Conference on Computer Vision (ECCV) 2022, in Tel Aviv, Israel

Journal ref Computer Vision--ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23--27, 2022, Proceedings, Part IV