ECCV

MultiDelete for Multimodal Machine Unlearning

Jiali Cheng, Hadi Amiri

Comments ECCV 2024

Monitoring Viewer Attention During Online Ads

Mina Bishay, Graham Page, Waleed Emad, Mohammad Mavadati

Comments Presented at the ECCV 2024 Workshops

Spline-based Transformers

Prashanth Chandran, Agon Serifi, Markus Gross, Moritz Bächer

Journal ref European Conference on Computer Vision (ECCV 2024)

HUMOS: Human Motion Model Conditioned on Body Shape

Shashank Tripathi, Omid Taheri, Christoph Lassner, Michael J. Black, Daniel Holden, Carsten Stoll

Comments Accepted in ECCV'24. Project page: https://CarstenEpic.github.io/humos/

Dual-stage Hyperspectral Image Classification Model with Spectral Supertoken

Peifu Liu, Tingfa Xu, Jie Wang, Huan Chen, Huiyan Bai, Jianan Li

Comments Accepted by ECCV 2024

HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization

E. Mathian, H. Liu, L. Fernandez-Cuesta, D. Samaras, M. Foll, L. Chen

Comments 21 pages, 6 figures, rejected to ECCV 2023

Journal ref In Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 5: VISAPP; ISBN 978-989-758-634-7; ISSN 2184-4321, SciTePress, pages 325-337

Scaling Up Resonate-and-Fire Networks for Fast Deep Learning

Thomas E. Huber, Jules Lecomte, Borislav Polovnikov, Axel von Arnim

Comments 19 pages, 3 figures

Journal ref Lecture Notes in Computer Science, volume 15059, Proceedings of the 18th European Conference on Computer Vision, ECCV 2024, part I

Optimization of Layer Skipping and Frequency Scaling for Convolutional Neural Networks under Latency Constraint

Minh David Thao Chan, Ruoyu Zhao, Yukuan Jia, Ruiqing Mao, Sheng Zhou

Comments 12 pages, 6 figures, Accepted in Proc. Eur. Conf. Comput. Vis. (ECCV) Workshops. Milan, Italy: Springer, September 2024

INGeo: Accelerating Instant Neural Scene Reconstruction with Noisy Geometry Priors

Chaojian Li, Bichen Wu, Albert Pumarola, Peizhao Zhang, Yingyan Celine Lin, Peter Vajda

Comments Accepted by Computer Vision for Metaverse Workshop @ ECCV'22

VisFocus: Prompt-Guided Vision Encoders for OCR-Free Dense Document Understanding

Ofir Abramovich, Niv Nayman, Sharon Fogel, Inbal Lavi, Ron Litman, Shahar Tsiper, Royee Tichauer, Srikar Appalaraju, Shai Mazor, R. Manmatha

Comments ECCV 2024, official code at https://github.com/amazon-science/visfocus

UGG: Unified Generative Grasping

Jiaxin Lu, Hao Kang, Haoxiang Li, Bo Liu, Yiding Yang, Qixing Huang, Gang Hua

Comments 17 pages, 14 figures, ECCV 2024

RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images and A Benchmark

Ziteng Cui, Jianfei Yang, Tatsuya Harada

Comments 23 pages, 17 figures, extension of ECCV 2024 work: arXiv:2408.14802

Omni6D: Large-Vocabulary 3D Object Dataset for Category-Level 6D Object Pose Estimation

Mengchen Zhang, Tong Wu, Tai Wang, Tengfei Wang, Ziwei Liu, Dahua Lin

Comments ECCV 2024 (poster). Github page: https://github.com/3DTopia/Omni6D

Accurate Automatic 3D Annotation of Traffic Lights and Signs for Autonomous Driving

Sándor Kunsági-Máté, Levente Pető, Lehel Seres, Tamás Matuszka

Comments Accepted at the 2nd Workshop on Vision-Centric Autonomous Driving (VCAD) as part of ECCV 2024

Keypoint Promptable Re-Identification

Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi

Journal ref Proceedings of the 2024 IEEE/CVF European Conference on Computer Vision (ECCV24)

Counterfactual Vision-and-Language Navigation via Adversarial Path Sampling

Tsu-Jui Fu, Xin Eric Wang, Matthew Peterson, Scott Grafton, Miguel Eckstein, William Yang Wang

Comments ECCV'20 (Spotlight)

SPVLoc: Semantic Panoramic Viewport Matching for 6D Camera Localization in Unseen Environments

Niklas Gard, Anna Hilsmann, Peter Eisert

Comments ECCV 2024. 24 pages, 11 figures, 8 tables. Includes paper and supplementary material

T2I-FineEval: Fine-Grained Compositional Metric for Text-to-Image Evaluation

Seyed Mohammad Hadi Hosseini, Amir Mohammad Izadi, Ali Abdollahi, Armin Saghafian, Mahdieh Soleymani Baghshah

Comments Accepted at ECCV 2024 Workshop EVAL-FoMo

Open-Set Plankton Recognition

Joona Kareinen, Annaliina Skyttä, Tuomas Eerola, Kaisa Kraft, Lasse Lensu, Sanna Suikkanen, Maiju Lehtiniemi, Heikki Kälviäinen

Comments ECCV 2024, OOD-CV workshop paper

Robustness Tokens: Towards Adversarial Robustness of Transformers

Brian Pulfer, Yury Belousov, Slava Voloshynovskiy

Comments This paper has been accepted for publication at the European Conference on Computer Vision (ECCV), 2024

Journal ref Computer Vision, ECCV 2024 pp 110 to 127, Springer Nature Switzerland

Prompt-Driven Contrastive Learning for Transferable Adversarial Attacks

Hunmin Yang, Jongoh Jeong, Kuk-Jin Yoon

Comments Accepted to ECCV 2024 (Oral), Project Page: https://PDCL-Attack.github.io

A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis

Xiang Liu, Zhaoxiang Liu, Huan Hu, Zezhou Chen, Kohou Wang, Kai Wang, Shiguo Lian

Comments Accepted by ECCV 2024 (14 pages, 8 figures)

LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension

Amaia Cardiel, Eloi Zablocki, Elias Ramzi, Oriane Siméoni, Matthieu Cord

Comments LLM-wrapper (v3) is published as a conference paper at ICLR 2025. (v1 was presented at EVAL-FoMo workshop, ECCV 2024.)

Meta Learning-Driven Iterative Refinement for Robust Anomaly Detection in Industrial Inspection

Muhammad Aqeel, Shakiba Sharifi, Marco Cristani, Francesco Setti

Comments Accepted in the VISION workshop at ECCV 2024

Snuffy: Efficient Whole Slide Image Classifier

Hossein Jafarinia, Alireza Alipanah, Danial Hamdi, Saeed Razavi, Nahal Mirzaie, Mohammad Hossein Rohban

Comments Accepted for ECCV 2024

SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning

Haoran You, Baopu Li, Zhanyi Sun, Xu Ouyang, Yingyan Celine Lin

Comments Accepted by ECCV 2022

Sketch & Paint: Stroke-by-Stroke Evolution of Visual Artworks

Jeripothula Prudviraj, Vikram Jamwal

Comments ECCV 2024 Workshop: AI for Visual Arts Workshop and Challenges (AI4VA)

Analyzing CLIP's Performance Limitations in Multi-Object Scenarios: A Controlled High-Resolution Study

Reza Abbasi, Ali Nazari, Aminreza Sefid, Mohammadali Banayeeanzade, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah

Comments Accepted at ECCV 2024 Workshop EVAL-FoMo

Logit Disagreement: OoD Detection with Bayesian Neural Networks

Kevin Raina

Comments Presented at ECCV 2024 Workshop: 3rd Workshop on Uncertainty Quantification for Computer Vision

TIPS: Text-Induced Pose Synthesis

Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya, Umapada Pal, Michael Blumenstein

Comments Accepted in The European Conference on Computer Vision (ECCV) 2022