CVPR - arXivDaily 期刊&会议

2204.01715 2022-04-20 cs.LG

BigDL 2.0: Seamless Scaling of AI Pipelines from Laptops to Distributed Cluster

Jason Dai, Ding Ding, Dongjie Shi, Shengsheng Huang, Jiao Wang, Xin Qiu, Kai Huang, Guoqiong Song, Yang Wang, Qiyuan Gong, Jiaming Song, Shan Yu, Le Zheng, Yina Chen, Junwei Deng, Ge Song

Comments Accepted by CVPR 2022 (Demo Track)

2203.15359 2022-04-20 cs.CV

Nested Collaborative Learning for Long-Tailed Visual Recognition

Jun Li, Zichang Tan, Jun Wan, Zhen Lei, Guodong Guo

Comments Accepted by CVPR 2022

2203.01247 2022-04-20 cs.CV

H4D: Human 4D Modeling by Learning Neural Compositional Representation

Boyan Jiang, Yinda Zhang, Xingkui Wei, Xiangyang Xue, Yanwei Fu

Comments Accepted by CVPR 2022. Project page: https://boyanjiang.github.io/H4D/

2202.04639 2022-04-20 cs.CV

Point-Level Region Contrast for Object Detection Pre-Training

Yutong Bai, Xinlei Chen, Alexander Kirillov, Alan Yuille, Alexander C. Berg

Comments CVPR 2022 (Oral)

2202.02232 2022-04-20 cs.CV

Bootstrapped Representation Learning for Skeleton-Based Action Recognition

Olivier Moliner, Sangxia Huang, Kalle Åström

Comments Accepted: 2022 IEEE CVPR Workshop on Learning with Limited Labelled Data for Image and Video Understanding (L3D-IVU)

2112.12777 2022-04-20 cs.CV

Cross Modal Retrieval with Querybank Normalisation

Simion-Vlad Bogolin, Ioana Croitoru, Hailin Jin, Yang Liu, Samuel Albanie

Comments Accepted at CVPR 2022

2112.11435 2022-04-20 cs.CV

Learned Queries for Efficient Local Attention

Moab Arar, Ariel Shamir, Amit H. Bermano

Comments CVPR 2022 - Oral

2112.07668 2022-04-20 cs.CV cs.CL

Dual-Key Multimodal Backdoors for Visual Question Answering

Matthew Walmer, Karan Sikka, Indranil Sur, Abhinav Shrivastava, Susmit Jha

Comments Published as conference paper at CVPR 2022. 22 pages, 11 figures, 12 tables

2111.10270 2022-04-20 math.OC cs.CV cs.DC cs.GT

FastDOG: Fast Discrete Optimization on GPU

Ahmed Abbas, Paul Swoboda

Comments Published at CVPR 2022. Alert before printing: last 10 pages just contains detailed results table

2110.02526 2022-04-20 cs.CV

Coarse-to-Fine Reasoning for Visual Question Answering

Binh X. Nguyen, Tuong Do, Huy Tran, Erman Tjiputra, Quang D. Tran, Anh Nguyen

Comments Accepted in CVPR 2022 Workshops

1910.09134 2022-04-20 cs.CV cs.CL

Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning

Jiaying Lu, Xin Ye, Yi Ren, Yezhou Yang

Journal ref CVPR'2022 Workshop on Open-Domain Retrieval Under a Multi-Modal Setting

2204.08442 2022-04-19 cs.CV cs.AI cs.LG

Deep Equilibrium Optical Flow Estimation

Shaojie Bai, Zhengyang Geng, Yash Savani, J. Zico Kolter

Comments CVPR 2022

2204.08412 2022-04-19 cs.CV

Temporally Efficient Vision Transformer for Video Instance Segmentation

Shusheng Yang, Xinggang Wang, Yu Li, Yuxin Fang, Jiemin Fang, Wenyu Liu, Xun Zhao, Ying Shan

Comments To appear in CVPR 2022

2204.08397 2022-04-19 eess.IV cs.CV

Fast and Memory-Efficient Network Towards Efficient Image Super-Resolution

Zongcai Du, Ding Liu, Jie Liu, Jie Tang, Gangshan Wu, Lean Fu

Comments Accepted by NTIRE 2022 (CVPR Workshop)

2204.08376 2022-04-19 cs.CV

Detecting Deepfakes with Self-Blended Images

Kaede Shiohara, Toshihiko Yamasaki

Comments CVPR 2022 Oral. Code: https://github.com/mapooon/SelfBlendedImages

2204.08364 2022-04-19 cs.CV

Detecting, Tracking and Counting Motorcycle Rider Traffic Violations on Unconstrained Roads

Aman Goyal, Dev Agarwal, Anbumani Subramanian, C. V. Jawahar, Ravi Kiran Sarvadevabhatla, Rohit Saluja

Comments 10 pages, 9 figures, Accepted at The 5th Workshop and Prize Challenge: Bridging the Gap between Computational Photography and Visual Recognition (UG2+) in conjunction with IEEE CVPR 2022

2204.08271 2022-04-19 cs.CV

Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation

Paul Albert, Mohamed Saadeldin, Badri Narayanan, Jaime Fernandez, Brian Mac Namee, Deirdre Hennessey, Noel E. O'Connor, Kevin McGuinness

Comments 11 pages, 5 figures. Accepted at the Agriculture-Vision CVPR 2022 Workshop

2204.07969 2022-04-19 cs.CV

Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images

Antonio Tavera, Edoardo Arnaudo, Carlo Masone, Barbara Caputo

Comments CVPR 2022 Workshop - Agriculture Vision

2204.07683 2022-04-19 cs.CV cs.LG

Safe Self-Refinement for Transformer-based Domain Adaptation

Tao Sun, Cheng Lu, Tianshuo Zhang, Haibin Ling

Comments To appear in CVPR 2022

2204.07660 2022-04-19 cs.CV cs.AI cs.CL cs.LG

It is Okay to Not Be Okay: Overcoming Emotional Bias in Affective Image Captioning by Contrastive Data Collection

Youssef Mohamed, Faizan Farooq Khan, Kilichbek Haydarov, Mohamed Elhoseiny

Comments 8 pages, Accepted at CVPR 22, for more details see https://www.artemisdataset-v2.org

2204.05376 2022-04-19 cs.CV

medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space

Amil Dravid, Florian Schiffers, Boqing Gong, Aggelos K. Katsaggelos

Comments 10 pages, 11 figures, accepted to CVPR TCV workshop

2203.05983 2022-04-19 cs.CV

PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems

Shu Hu, Chun-Hao Liu, Jayanta Dutta, Ming-Ching Chang, Siwei Lyu, Naveen Ramakrishnan

Comments Accepted by the Workshop on Autonomous Driving (WAD) at CVPR 2022

2112.10759 2022-04-19 cs.CV

3D-aware Image Synthesis via Learning Structural and Textural Representations

Yinghao Xu, Sida Peng, Ceyuan Yang, Yujun Shen, Bolei Zhou

Comments CVPR 2022 camera-ready, Project page: https://genforce.github.io/volumegan/

2112.09690 2022-04-19 cs.CV

Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition

Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin

Comments CVPR 2022 camera-ready, Project webpage: https://justimyhxu.github.io/projects/cmpl/

2111.12609 2022-04-19 cs.CV

GreedyNASv2: Greedier Search with a Greedy Path Filter

Tao Huang, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu

Comments Accepted to CVPR 2022

2009.09258 2022-04-19 cs.CV

Can You Spot the Chameleon? Adversarially Camouflaging Images from Co-Salient Object Detection

Ruijun Gao, Qing Guo, Felix Juefei-Xu, Hongkai Yu, Huazhu Fu, Wei Feng, Yang Liu, Song Wang

Comments Accepted to CVPR 2022

2204.07486 2022-04-18 cs.CV

Patch-wise Contrastive Style Learning for Instagram Filter Removal

Furkan Kınlı, Barış Özcan, Furkan Kıraç

Comments Accepted to NTIRE: New Trends in Image Restoration and Enhancement workshop and challenges at CVPR 2022

2204.07311 2022-04-18 cs.CV

MetaSets: Meta-Learning on Point Sets for Generalizable Representations

Chao Huang, Zhangjie Cao, Yunbo Wang, Jianmin Wang, Mingsheng Long

Comments 13 pages, CVPR 2021

2204.07300 2022-04-18 cs.CV

Dense Learning based Semi-Supervised Object Detection

Binghui Chen, Pengyu Li, Xiang Chen, Biao Wang, Lei Zhang, Xian-Sheng Hua

Comments CVPR 2022

2204.01671 2022-04-18 cs.CV cs.AI

Exemplar-based Pattern Synthesis with Implicit Periodic Field Network

Haiwei Chen, Jiayi Liu, Weikai Chen, Shichen Liu, Yajie Zhao

Comments 8 pages, CVPR 2022