ECCV

UniLCD: Unified Local-Cloud Decision-Making via Reinforcement Learning

Kathakoli Sengupta, Zhongkai Shangguan, Sandesh Bharadwaj, Sanjay Arora, Eshed Ohn-Bar, Renato Mancuso

机构 * Boston University（波士顿大学） ； Red Hat（红帽公司） 纠错

Comments ECCV 24

I-Design: Personalized LLM Interior Designer

Ata Çelen, Guo Han, Konrad Schindler, Luc Van Gool, Iro Armeni, Anton Obukhov, Xi Wang

机构 * ETH Zürich（苏黎世联邦理工学院） ； Stanford University（斯坦福大学） 纠错

Journal ref Computer Vision - ECCV 2024 Workshops, Lecture Notes in Computer Science (LNCS), vol. 15624, pp. 217-234, Springer, Cham, 2025

RefAtomNet++: Advancing Referring Atomic Video Action Recognition using Semantic Retrieval based Multi-Trajectory Mamba

Kunyu Peng, Di Wen, Jia Fu, Jiamin Wu, Kailun Yang, Junwei Zheng, Ruiping Liu, Yufan Chen, Yuqian Fu, Danda Pani Paudel, Luc Van Gool, Rainer Stiefelhagen

机构 * Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology（人机化研究所，卡尔斯鲁厄技术大学） ； RISE Research Institutes of Sweden（瑞典RISE研究机构） ； KTH Royal Institute of Technology（皇家理工学院） ； School of Artificial Intelligence and Robotics（人工智能与机器人学院） ； National Engineering Research Center of Robot Visual Perception and Control Technology（机器人视觉感知与控制技术国家工程研究中心） ； Chinese University of Hong Kong（香港中文大学） ； Shanghai AI Lab（上海人工智能实验室） 纠错

Comments Extended version of ECCV 2024 paper arXiv:2407.01872. The dataset and code are released at https://github.com/KPeng9510/refAVA2

Open Vocabulary Multi-Label Video Classification

Rohit Gupta, Mamshad Nayeem Rizve, Jayakrishnan Unnikrishnan, Ashish Tawari, Son Tran, Mubarak Shah, Benjamin Yao, Trishul Chilimbi

机构 * Center for Research in Computer Vision, University of Central Florida（计算机视觉研究中心，中央佛罗里达大学） ； Amazon（亚马逊） 纠错

Comments Accepted at ECCV 2024

Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-Of-Distribution Generalization

Jiaxin Qi, Kaihua Tang, Qianru Sun, Xian-Sheng Hua, Hanwang Zhang

机构 * Nanyang Technological University（南洋理工大学） ； Singapore Management University（新加坡管理学院） ； Damo Academy, Alibaba Group（阿里集团达摩院） 纠错

Comments Accepted by ECCV 2022

Invariant Feature Learning for Generalized Long-Tailed Classification

Kaihua Tang, Mingyuan Tao, Jiaxin Qi, Zhenguang Liu, Hanwang Zhang

机构 * Nanyang Technological University, Singapore（南洋理工大学） ； Damo Academy, Alibaba Group, Hangzhou, China（达摩院，阿里巴巴集团，杭州，中国） ； Zhejiang University, Hangzhou, China（浙江大学，杭州，中国） 纠错

Comments Accepted to ECCV 2022. Codes and benchmarks are available on Github: https://github.com/KaihuaTang/Generalized-Long-Tailed-Benchmarks.pytorch

Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO

Julian Moosmann, Pietro Bonazzi, Yawei Li, Sizhen Bian, Philipp Mayer, Luca Benini, Michele Magno

机构 * ETH Zürich（苏黎世联邦理工学院） ； University of Bologna（博洛尼亚大学） 纠错

Comments This paper has been accepted for publication at ECCV 2024 Workshops, Milan, 2024

Continual Action Quality Assessment via Adaptive Manifold-Aligned Graph Regularization

Kanglei Zhou, Qingyi Pan, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang, Liyuan Wang

机构 * Department of Psychological and Cognitive Sciences, Tsinghua University（心理与认知科学系，清华大学） ； Institute for AI, BNRist Center, Tsinghua-Bosch Joint ML Center, THBI Lab, Tsinghua University（人工智能研究院、北京人工智能研究所、清华大学-博世联合机器学习中心、THBI实验室，清华大学） ； Department of Computer Science, Durham University（计算机科学系，杜尔姆大学） ； State Key Laboratory of Virtual Reality Technology and Systems, Beihang University（虚拟现实技术与系统国家重点实验室，北京航空航天大学） ； Zhongguancun Laboratory, Beijing（中关村实验室，北京） 纠错

Comments Extended Version of MAGR (ECCV 2024 Oral Presentation)

Drone Detection Using a Low-Power Neuromorphic Virtual Tripwire

Anton Eldeborg Lundin, Rasmus Winzell, Hanna Hamrell, David Gustafsson, Hannes Ovrén

机构 * Swedish Defence Research Agency (FOI)（瑞典国防研究机构（FOI）） 纠错

Journal ref ECCV 2024 Workshops. ECCV 2024. Lecture Notes in Computer Science, vol 15646. Springer, Cham

Closed-Loop Unsupervised Representation Disentanglement with $β$-VAE Distillation and Diffusion Probabilistic Feedback

Xin Jin, Bohan Li, BAAO Xie, Wenyao Zhang, Jinming Liu, Ziqiang Li, Tao Yang, Wenjun Zeng

机构 * Ningbo Institute of Digital Twin, Eastern Institute of Technology（宁波数字孪生研究所、东部技术研究所） ； Shanghai Jiao Tong University（上海交通大学） ； Xi’an Jiaotong University（西安交通大学） 纠错

Comments ECCV 2024

Evidential Transformers for Improved Image Retrieval

Danilo Dordevic, Suryansh Kumar

机构 * ETH Zürich（苏黎世联邦理工学院） ； Texas A&M University（德克萨斯大学） 纠错

Comments 6 pages, 6 figures, presented at the 3rd Workshop on Uncertainty Quantification for Computer Vision, at the ECCV 2024 conference in Milan, Italy

Image-guided topic modeling for interpretable privacy classification

Alina Elena Baia, Andrea Cavallaro

Comments Paper accepted at the eXCV Workshop at ECCV 2024. Supplementary material included. Code available at https://github.com/idiap/itm

PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation

Kwonyoung Kim, Jungin Park, Jiyoung Lee, Dongbo Min, Kwanghoon Sohn

机构 * Yonsei University（延世大学） ； NAVER AI Lab（NAVER AI实验室） ； Ewha Womans University（成均馆大学） 纠错

Comments Accepted to ECCV 2022

AnoVox: A Benchmark for Multimodal Anomaly Detection in Autonomous Driving

Daniel Bogdoll, Iramm Hamdard, Lukas Namgyu Rößler, Felix Geisler, Muhammed Bayram, Felix Wang, Jan Imhof, Miguel de Campos, Anushervon Tabarov, Yitian Yang, Hanno Gottschalk, J. Marius Zöllner

机构 * FZI Research Center for Information Technology（弗劳恩霍夫研究所信息技术研究中心） ； Karlsruhe Institute of Technology（卡尔斯鲁厄理工学院） ； Technical University of Berlin（柏林技术大学） 纠错

Comments Daniel Bogdoll, Iramm Hamdard, and Lukas Namgyu Rößler contributed equally. Accepted for publication at ECCV 2024 W-CODA workshop

On Spectral Properties of Gradient-based Explanation Methods

Amir Mehrpanah, Erik Englesson, Hossein Azizpour

机构 * Department of Computer Science, Royal Institute of Technology（计算机科学系，皇家理工学院） 纠错

Comments 36 pages, 16 figures, published in European Conference on Computer Vision 2024

Journal ref ECCV 2024, LNCS 15145, pp. 282-299

Open-Set Biometrics: Beyond Good Closed-Set Models

Yiyang Su, Minchul Kim, Feng Liu, Anil Jain, Xiaoming Liu

机构 * Michigan State University（密歇根州立大学） 纠错

Comments Published at ECCV 2024

PointRegGPT: Boosting 3D Point Cloud Registration using Generative Point-Cloud Pairs for Training

Suyi Chen, Hao Xu, Haipeng Li, Kunming Luo, Guanghui Liu, Chi-Wing Fu, Ping Tan, Shuaicheng Liu

机构 * University of Electronic Science and Technology of China（电子科技大学） ； The Chinese University of Hong Kong（香港中文大学） ； Hong Kong University of Science and Technology（香港科技大学） ； Megvii Technology（商汤科技） 纠错

Comments To appear at the European Conference on Computer Vision (ECCV) 2024

Model Stock: All we need is just a few fine-tuned models

Dong-Hwan Jang, Sangdoo Yun, Dongyoon Han

机构 * NAVER AI Lab（NAVER人工智能实验室） 纠错

Comments ECCV 2024 oral presenetation; Code at https://github.com/naver-ai/model-stock

Art2Mus: Bridging Visual Arts and Music through Cross-Modal Generation

Ivan Rinaldi, Nicola Fanelli, Giovanna Castellano, Gennaro Vessio

机构 * Department of Computer Science, University of Bari Aldo Moro, Italy（巴里阿尔多·莫罗大学计算机科学系） 纠错

Comments Presented at the AI for Visual Arts (AI4VA) workshop at ECCV 2024

DreamScene: 3D Gaussian-based End-to-end Text-to-3D Scene Generation

Haoran Li, Yuli Tian, Kun Lan, Yong Liao, Lin Wang, Pan Hui, Peng Yuan Zhou

机构 * University of Science and Technology of China（中国科学技术大学） ； Nanyang Technological University（南洋理工大学） ； Hong Kong University of Science and Technology（香港科学理工大学） ； University of Helsinki（赫尔辛基大学） ； Aarhus University（奥胡斯大学） 纠错

Comments Extended version of ECCV 2024 paper "DreamScene"

Motion Keyframe Interpolation for Any Human Skeleton via Temporally Consistent Point Cloud Sampling and Reconstruction

Clinton Mo, Kun Hu, Chengjiang Long, Dong Yuan, Zhiyong Wang

机构 * The University of Sydney（悉尼大学） ； Meta Reality Labs（Meta现实实验室） 纠错

Comments Published in ECCV 2024

Context Diffusion: In-Context Aware Image Generation

Ivona Najdenkoska, Animesh Sinha, Abhimanyu Dubey, Dhruv Mahajan, Vignesh Ramanathan, Filip Radenovic

机构 * Meta GenAI（Meta 生成式人工智能） ； University of Amsterdam（阿姆斯特丹大学） 纠错

Journal ref European Conference on Computer Vision (ECCV) 2024

A Simple Low-bit Quantization Framework for Video Snapshot Compressive Imaging

Miao Cao, Lishun Wang, Huan Wang, Xin Yuan

机构 * Zhejiang University（浙江大学） ； School of Engineering, Westlake University（西湖大学工程学院） 纠错

Comments 18 pages, Accepted by ECCV 2024

SparseRadNet: Sparse Perception Neural Network on Subsampled Radar Data

Jialong Wu, Mirko Meuter, Markus Schoeler, Matthias Rottmann

机构 * University of Wuppertal（乌珀塔尔大学） ； Aptiv Services Deutschland GmbH（Aptiv Services德国公司） 纠错

Comments 18 pages, 4 figures, 5 tables, with supplement

Journal ref European Conference on Computer Vision, 2024: 52-69

Image Translation with Kernel Prediction Networks for Semantic Segmentation

Cristina Mata, Michael S. Ryoo, Henrik Turbell

机构 * Stony Brook University（石溪大学） ； Microsoft Corporation（微软公司） 纠错

Comments OOD-CV Workshop at ECCV 2024

CoPT: Unsupervised Domain Adaptive Segmentation using Domain-Agnostic Text Embeddings

Cristina Mata, Kanchana Ranasinghe, Michael S. Ryoo

机构 * Stony Brook University（石溪大学） 纠错

Comments ECCV 2024

Self-Rectifying Diffusion Sampling with Perturbed-Attention Guidance

Donghoon Ahn, Hyoungwon Cho, Jaewon Min, Wooseok Jang, Jungwoo Kim, SeonHwa Kim, Hyun Hee Park, Kyong Hwan Jin, Seungryong Kim

机构 * Korea University（韩国大学） ； Samsung Electronics（三星电子） 纠错

Comments Project page is available at https://ku-cvlab.github.io/Perturbed-Attention-Guidance. This version reflects the ECCV 2024 camera-ready submission

ECCV 2024 W-CODA: 1st Workshop on Multimodal Perception and Comprehension of Corner Cases in Autonomous Driving

Kai Chen, Ruiyuan Gao, Lanqing Hong, Hang Xu, Xu Jia, Holger Caesar, Dengxin Dai, Bingbing Liu, Dzmitry Tsishkou, Songcen Xu, Chunjing Xu, Qiang Xu, Huchuan Lu, Dit-Yan Yeung

机构 * Hong Kong University of Science and Technology（香港科学与技术大学） ； The Chinese University of Hong Kong（香港中文大学） ； Dalian University of Technology（大连理工大学） ； TU Delft（代尔夫特理工大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） ； Huawei Zurich Research Center（华为苏黎世研究中心） ； Huawei IAS BU（华为IAS业务单元） 纠错

Comments ECCV 2024. Workshop page: https://coda-dataset.github.io/w-coda2024/

Enhanced Controllability of Diffusion Models via Feature Disentanglement and Realism-Enhanced Sampling Methods

Wonwoong Cho, Hareesh Ravi, Midhun Harikumar, Vinh Khuc, Krishna Kumar Singh, Jingwan Lu, David I. Inouye, Ajinkya Kale

机构 * Purdue University（普渡大学） ； Adobe Applied Research（Adobe应用研究） ； Adobe Research（Adobe研究） 纠错

Comments ECCV 2024; Code is available at https://github.com/WonwoongCho/Towards-Enhanced-Controllability-of-Diffusion-Models

Towards Efficient Exemplar Based Image Editing with Multimodal VLMs

Avadhoot Jadhav, Ashutosh Srivastava, Abhinav Java, Silky Singh, Tarun Ram Menta, Surgan Jandial, Balaji Krishnamurthy

机构 * Indian Institute of Technology, Bombay（印度理工学院班加罗尔分校） ； Indian Institute of Technology, Roorkee（印度理工学院罗尔基分校） ； Microsoft Research（微软研究院） ； Stanford University（斯坦福大学） ； Adobe MDSR（Adobe MDSR实验室） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

Comments Accepted at ECCV 2024 (AI4VA Workshop)