ECCV

EvSign: Sign Language Recognition and Translation with Streaming Events

Pengyu Zhang, Hao Yin, Zeren Wang, Wenyue Chen, Shengming Li, Dong Wang, Huchuan Lu, Xu Jia

Comments To appear on ECCV 2024

RepVF: A Unified Vector Fields Representation for Multi-task 3D Perception

Chunliang Li, Wencheng Han, Junbo Yin, Sanyuan Zhao, Jianbing Shen

Comments Accepted by ECCV 2024

Quantized Prompt for Efficient Generalization of Vision-Language Models

Tianxiang Hao, Xiaohan Ding, Juexiao Feng, Yuhong Yang, Hui Chen, Guiguang Ding

Comments ECCV 2024

Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models

Yuchen Yang, Kwonjoon Lee, Behzad Dariush, Yinzhi Cao, Shao-Yuan Lo

Comments Accepted at European Conference on Computer Vision (ECCV) 2024

PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers

Ananthu Aniraj, Cassio F. Dantas, Dino Ienco, Diego Marcos

Comments Accepted as a main conference paper at the European Conference of Computer Vision (ECCV) 2024

FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction

Hang Hua, Jing Shi, Kushal Kafle, Simon Jenni, Daoan Zhang, John Collomosse, Scott Cohen, Jiebo Luo

Comments ECCV 2024

Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL

Fangwei Zhong, Kui Wu, Hai Ci, Churan Wang, Hao Chen

Comments ECCV 2024

QuasiSim: Parameterized Quasi-Physical Simulators for Dexterous Manipulations Transfer

Xueyi Liu, Kangbo Lyu, Jieqiong Zhang, Tao Du, Li Yi

Comments Accepted to ECCV 2024. Project website: https://meowuu7.github.io/QuasiSim/ Code: https://github.com/Meowuu7/QuasiSim Hugging Face Demo: https://huggingface.co/spaces/xymeow7/quasi-physical-sims

LongVLM: Efficient Long Video Understanding via Large Language Models

Yuetian Weng, Mingfei Han, Haoyu He, Xiaojun Chang, Bohan Zhuang

Comments Accepted by ECCV 2024

$R^2$-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding

Ye Liu, Jixuan He, Wanhua Li, Junsik Kim, Donglai Wei, Hanspeter Pfister, Chang Wen Chen

Comments ECCV 2024 Camera Ready

To Supervise or Not to Supervise: Understanding and Addressing the Key Challenges of Point Cloud Transfer Learning

Souhail Hadgi, Lei Li, Maks Ovsjanikov

Comments ECCV 2024

Diffusion Model is a Good Pose Estimator from 3D RF-Vision

Junqiao Fan, Jianfei Yang, Yuecong Xu, Lihua Xie

Journal ref ECCV 2024

Long-CLIP: Unlocking the Long-Text Capability of CLIP

Beichen Zhang, Pan Zhang, Xiaoyi Dong, Yuhang Zang, Jiaqi Wang

Comments ECCV 2024. All codes and models are publicly available at https://github.com/beichenzbc/Long-CLIP

OMG: Occlusion-friendly Personalized Multi-concept Generation in Diffusion Models

Zhe Kong, Yong Zhang, Tianyu Yang, Tao Wang, Kaihao Zhang, Bizhu Wu, Guanying Chen, Wei Liu, Wenhan Luo

Comments ECCV 2024; Homepage: https://kongzhecn.github.io/omg-project/ Github: https://github.com/kongzhecn/OMG/

Think2Drive: Efficient Reinforcement Learning by Thinking in Latent World Model for Quasi-Realistic Autonomous Driving (in CARLA-v2)

Qifeng Li, Xiaosong Jia, Shaobo Wang, Junchi Yan

Comments Accepted by ECCV 2024

Good Teachers Explain: Explanation-Enhanced Knowledge Distillation

Amin Parchami-Araghi, Moritz Böhle, Sukrut Rao, Bernt Schiele

Comments 32 pages, 11 figures, European Conference on Computer Vision (ECCV) 2024

CARFF: Conditional Auto-encoded Radiance Field for 3D Scene Forecasting

Jiezhi Yang, Khushi Desai, Charles Packer, Harshil Bhatia, Nicholas Rhinehart, Rowan McAllister, Joseph Gonzalez

Comments ECCV 2024. Project page with video and code: www.carff.website

NICP: Neural ICP for 3D Human Registration at Scale

Riccardo Marin, Enric Corona, Gerard Pons-Moll

Comments Accepted at ECCV 2024

T-MAE: Temporal Masked Autoencoders for Point Cloud Representation Learning

Weijie Wei, Fatemeh Karimi Nejadasl, Theo Gevers, Martin R. Oswald

Comments Accepted to ECCV 2024

Understanding Physical Dynamics with Counterfactual World Modeling

Rahul Venkatesh, Honglin Chen, Kevin Feigelis, Daniel M. Bear, Khaled Jedoui, Klemen Kotar, Felix Binder, Wanhee Lee, Sherry Liu, Kevin A. Smith, Judith E. Fan, Daniel L. K. Yamins

Comments ECCV 2024. Project page at: https://neuroailab.github.io/cwm-physics/

Reason2Drive: Towards Interpretable and Chain-based Reasoning for Autonomous Driving

Ming Nie, Renyuan Peng, Chunwei Wang, Xinyue Cai, Jianhua Han, Hang Xu, Li Zhang

Comments ECCV 2024

A High-Quality Robust Diffusion Framework for Corrupted Dataset

Quan Dao, Binh Ta, Tung Pham, Anh Tran

Comments ECCV 2024

Journal ref European Conference on Computer Vision ECCV 2024

Efficient Pre-training for Localized Instruction Generation of Videos

Anil Batra, Davide Moltisanti, Laura Sevilla-Lara, Marcus Rohrbach, Frank Keller

Comments ECCV 2024

SEGIC: Unleashing the Emergent Correspondence for In-Context Segmentation

Lingchen Meng, Shiyi Lan, Hengduo Li, Jose M. Alvarez, Zuxuan Wu, Yu-Gang Jiang

Comments ECCV-24 camera-ready

PPAD: Iterative Interactions of Prediction and Planning for End-to-end Autonomous Driving

Zhili Chen, Maosheng Ye, Shuangjie Xu, Tongyi Cao, Qifeng Chen

Comments Accepted to ECCV 2024. Project page: https://github.com/zlichen/PPAD

BAFFLE: A Baseline of Backpropagation-Free Federated Learning

Haozhe Feng, Tianyu Pang, Chao Du, Wei Chen, Shuicheng Yan, Min Lin

Comments ECCV 2024

Adversarial Training against Location-Optimized Adversarial Patches

Sukrut Rao, David Stutz, Bernt Schiele

Comments 20 pages, 6 tables, 4 figures, 2 algorithms, European Conference on Computer Vision Workshops 2020

Journal ref Bartoli, A., Fusiello, A. (eds) Computer Vision - ECCV 2020 Workshops. ECCV 2020. Lecture Notes in Computer Science, vol 12539. Springer, Cham

DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks

Sarah Jabbour, Gregory Kondas, Ella Kazerooni, Michael Sjoding, David Fouhey, Jenna Wiens

Comments 36 pages, 18 figures, 9 tables, to be published in ECCV 2024

Contrastive Learning with Counterfactual Explanations for Radiology Report Generation

Mingjie Li, Haokun Lin, Liang Qiu, Xiaodan Liang, Ling Chen, Abdulmotaleb Elsaddik, Xiaojun Chang

Comments ECCV 2024

DEAL: Disentangle and Localize Concept-level Explanations for VLMs

Tang Li, Mengmeng Ma, Xi Peng

Comments In Proceedings of the European Conference on Computer Vision (ECCV), 2024