ECCV - arXivDaily 期刊&会议

2207.12258 2022-09-07 cs.CV cs.AI cs.LG

Equivariance and Invariance Inductive Bias for Learning from Insufficient Data

Tan Wang, Qianru Sun, Sugiri Pranata, Karlekar Jayashree, Hanwang Zhang

Comments Accepted by ECCV 2022. Codes are available on Github: https://github.com/Wangt-CN/EqInv

2204.08583 2022-09-07 cs.CV

VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance

Katherine Crowson, Stella Biderman, Daniel Kornis, Dashiell Stander, Eric Hallahan, Louis Castricato, Edward Raff

Comments Accepted for publication at ECCV 2022 Code available at https://github.com/EleutherAI/vqgan-clip/tree/main/notebooks

2112.02902 2022-09-07 cs.CV cs.AI cs.LG

Interpretable Image Classification with Differentiable Prototypes Assignment

Dawid Rymarczyk, Łukasz Struski, Michał Górszczak, Koryna Lewandowska, Jacek Tabor, Bartosz Zieliński

Comments Accepted to ECCV 2022

2111.12264 2022-09-07 cs.CV

Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes

Yu Tian, Yuyuan Liu, Guansong Pang, Fengbei Liu, Yuanhong Chen, Gustavo Carneiro

Comments ECCV 2022 Oral

2209.00961 2022-09-05 cs.CV

LiteDepth: Digging into Fast and Accurate Depth Estimation on Mobile Devices

Zhenyu Li, Zehui Chen, Jialei Xu, Xianming Liu, Junjun Jiang

Comments Accepted to European Conference on Computer Vision Workshop (ECCVW 2022)

2208.07576 2022-09-05 cs.CV

Object Discovery via Contrastive Learning for Weakly Supervised Object Detection

Jinhwan Seo, Wonho Bae, Danica J. Sutherland, Junhyug Noh, Daijin Kim

Comments Accepted at ECCV 2022. For project page, see https://jinhseo.github.io/research/wsod.html For code, see https://github.com/jinhseo/OD-WSCL

2207.12654 2022-09-05 cs.CV

ProposalContrast: Unsupervised Pre-training for LiDAR-based 3D Object Detection

Junbo Yin, Dingfu Zhou, Liangjun Zhang, Jin Fang, Cheng-Zhong Xu, Jianbing Shen, Wenguan Wang

Comments Accepted to ECCV 2022. Code: https://github.com/yinjunbo/ProposalContrast

2207.08699 2022-09-05 cs.CV

Semantic Novelty Detection via Relational Reasoning

Francesco Cappio Borlino, Silvia Bucci, Tatiana Tommasi

Comments Accepted at ECCV 2022

2207.04325 2022-09-05 cs.CV cs.LG eess.IV

Unsupervised Joint Image Transfer and Uncertainty Quantification Using Patch Invariant Networks

Christoph Angermann, Markus Haltmeier, Ahsan Raza Siyal

Comments Accepted to ECCV 2022 Workshop on Uncertainty Quantification for Computer Vision (UNCV 2022)

2207.01583 2022-09-05 cs.CV

LaTeRF: Label and Text Driven Object Radiance Fields

Ashkan Mirzaei, Yash Kant, Jonathan Kelly, Igor Gilitschenski

Journal ref European Conference on Computer Vision (ECCV) 2022

2205.05979 2022-09-05 cs.CV

MPPNet: Multi-Frame Feature Intertwining with Proxy Points for 3D Temporal Object Detection

Xuesong Chen, Shaoshuai Shi, Benjin Zhu, Ka Chun Cheung, Hang Xu, Hongsheng Li

Comments Accepted by ECCV 2022

2209.00698 2022-09-05 cs.CV

Exploring Gradient-based Multi-directional Controls in GANs

Zikun Chen, Ruowei Jiang, Brendan Duke, Han Zhao, Parham Aarabi

Comments Accepted to ECCV 2022 (oral)

2208.04226 2022-09-05 cs.CV cs.LG

SKDCGN: Source-free Knowledge Distillation of Counterfactual Generative Networks using cGANs

Sameer Ambekar, Matteo Tafuro, Ankit Ankit, Diego van der Mast, Mark Alence, Christos Athanasiadis

Comments Accepted at ECCV 2022 Workshop VIPriors

2209.00364 2022-09-02 cs.CV

Identifying Out-of-Distribution Samples in Real-Time for Safety-Critical 2D Object Detection with Margin Entropy Loss

Yannik Blei, Nicolas Jourdan, Nils Gählert

Comments 5 pages, 3 Figures, eccv 2022 - Workshop on Uncertainty Quantification for Computer Vision

2209.00314 2022-09-02 cs.CV cs.LG

Self-Supervised Pretraining for 2D Medical Image Segmentation

András Kalapos, Bálint Gyires-Tóth

Comments Submitted manuscript accepted for the Workshop on AI-enabled Medical Image Analysis at ECCV 2022

2209.00224 2022-09-02 cs.CV

1st Place Solution to ECCV 2022 Challenge on Out of Vocabulary Scene Text Understanding: End-to-End Recognition of Out of Vocabulary Words

Zhangzi Zhu, Chuhui Xue, Yu Hao, Wenqing Zhang, Song Bai

Comments Report to ECCV TiE OOV competition

2208.14893 2022-09-02 cs.CV

Improving RGB-D Point Cloud Registration by Learning Multi-scale Local Linear Transformation

Ziming Wang, Xiaoliang Huo, Zhenghao Chen, Jing Zhang, Lu Sheng, Dong Xu

Comments Accepted to ECCV 2022, supplementary materials included

2208.14863 2022-09-01 cs.CV cs.LG

Style-Agnostic Reinforcement Learning

Juyong Lee, Seokjun Ahn, Jaesik Park

Comments Accepted to ECCV 2022. Our code is available at https://github.com/POSTECH-CVLab/style-agnostic-RL

2208.14655 2022-09-01 eess.IV cs.CV

XCAT -- Lightweight Quantized Single Image Super-Resolution using Heterogeneous Group Convolutions and Cross Concatenation

Mustafa Ayazoglu, Bahri Batuhan Bilecen

Journal ref ECCV 2022, AIM Workshop

2112.13003 2022-09-01 cs.CV

Continuous Spectral Reconstruction from RGB Images via Implicit Neural Representation

Ruikang Xu, Mingde Yao, Chang Chen, Lizhi Wang, Zhiwei Xiong

Comments Accepted to ECCV Workshop 2022

2208.14206 2022-08-31 eess.IV cs.CV cs.LG

FUSION: Fully Unsupervised Test-Time Stain Adaptation via Fused Normalization Statistics

Nilanjan Chattopadhyay, Shiv Gehlot, Nitin Singhal

Comments Accepted in European Conference on Computer Vision (ECCV) 2022 Workshop: AI-enabled medical image analysis (AIMIA)

2208.14195 2022-08-31 cs.CV

Probing Contextual Diversity for Dense Out-of-Distribution Detection

Silvio Galesso, Maria Alejandra Bravo, Mehdi Naouar, Thomas Brox

Comments Safe Artificial Intelligence for Automated Driving Workshop, ECCV 2022

2208.14039 2022-08-31 cs.CV

CAIR: Fast and Lightweight Multi-Scale Color Attention Network for Instagram Filter Removal

Woon-Ha Yeo, Wang-Taek Oh, Kyung-Su Kang, Young-Il Kim, Han-Cheol Ryu

Comments Accepted to ECCV Workshop 2022

2207.02025 2022-08-31 cs.CV

DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated Images

Ashish Tiwari, Shanmuganathan Raman

Comments Accepted in ECCV 2022 Project Page: https://sites.google.com/iitgn.ac.in/deepps2/home

2208.13528 2022-08-30 cs.CV

CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions

Arezou Pakzad, Kumar Abhishek, Ghassan Hamarneh

Comments 18 pages, 5 figures, accepted by European Conference on Computer Vision (ECCV) ISIC Skin Image Analysis Workshop, 2022

2208.13184 2022-08-30 cs.CV

Towards Real-World Video Deblurring by Exploring Blur Formation Process

Mingdeng Cao, Zhihang Zhong, Yanbo Fan, Jiahao Wang, Yong Zhang, Jue Wang, Yujiu Yang, Yinqiang Zheng

Comments ECCV AIM Workshop 2022

2208.10730 2022-08-30 cs.CV eess.IV

Ultra-high-resolution unpaired stain transformation via Kernelized Instance Normalization

Ming-Yang Ho, Min-Sheng Wu, Che-Ming Wu

Comments Accepted to ECCV 2022

2202.07925 2022-08-30 cs.CV

ActionFormer: Localizing Moments of Actions with Transformers

Chenlin Zhang, Jianxin Wu, Yin Li

Comments Accepted to ECCV 2022

2208.09815 2022-08-30 cs.CV

LWA-HAND: Lightweight Attention Hand for Interacting Hand Reconstruction

Xinhan Di, Pengqian Yu

Comments Accepted by ECCV 2022 Computer Vision for Metaverse Workshop (16 pages, 6 figures, 1 table)

2208.04254 2022-08-30 cs.CV

Distinctive Image Captioning via CLIP Guided Group Optimization

Youyuan Zhang, Jiuniu Wang, Hao Wu, Wenjia Xu

Comments Proceedings of the 17th European Conference on Computer Vision Workshops (ECCVW 2022)