Deblina Bhattacharjee, Seungryong Kim, Guillaume Vizier, Mathieu Salzmann

Keywords Abstract Paper

style transfer, object detection, unsupervised image to image translation, domain adaptation

Sadbhavana Babar, Sukhendu Das

Keywords Abstract Paper

Xingjia Pan, Yuqiang Ren, Kekai Sheng and

Weiming Dong, Haolei Yuan, Xiaowei Guo, Chongyang Ma, Changsheng Xu

Keywords Abstract Paper

object detection, oriented, densely packed, sku110k, feature selection, dynamic, anchor-free

Charles Jin, Martin Rinard

Keywords Abstract Paper

machine learning, vision

Yu Liu, Lianghua Huang, Pan Pan and

Bin Wang, Yinghui Xu, Rong Jin

Keywords Abstract Paper

Lucio Dery, Yann Dauphin, David Grangier

Keywords Abstract Paper

multitask learning, deeplearning, pre-training, gradient decomposition

Viktor Olsson, Wilhelm Tranheden, Juliano Pinto, Lennart Svensson

Keywords Abstract Paper

Feng Liang, Chen Lin, Ronghao Guo and

Ming Sun, Wei Wu, Junjie Yan, Wanli Ouyang

Keywords Abstract Paper

Neural Architecture Search, Object Detection

Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian

Keywords Abstract Paper

interpreting deep learning, adversarial attack, explanation attack, explainable ai, image generation

Asya Grechka, jean Francois Goudou, Matthieu Cord

Keywords Abstract Paper

gan inversion, gan, stylegan2, gan editing, image editing, gan projection, stylegan, semantic editing, latent space manipulation, latent editing

Jiexiong Tang, Hanme Kim, Vitor Guizilini and

Sudeep Pillai, Rares Ambrus

Keywords Abstract Paper

Self-Supervised Learning, Keypoint Detection, Outlier Rejection, Deep Learning

Kshitij Nikhal, Benjamin S. Riggan

Keywords Abstract Paper

Sravanti Addepalli, Vivek B.S., Arya Baburaj and

Gaurang Sriramanan, R. Venkatesh Babu

Keywords Abstract Paper

adversarial robustness, adversarial defense, adversarial training, fast adversarial training, adversary-free training, adversarial attacks, efficient adversarial training, generalization, feature consistency, deep neural networks

Yufeng Zheng, Seonwook Park, Xucong Zhang and

Shalini De Mello, Otmar Hilliges

Keywords Abstract Paper

Chang-Dong Xu, Xing-Ran Zhao, Xin Jin, Xiu-Shen Wei

Keywords Abstract Paper

domain adaptive object detection, image-level categorical regularization, categorical consistency regularization, domain adaptive faster r-cnn

Yunhang Shen, Rongrong Ji, Zhiwei Chen and

Yongjian Wu, Feiyue Huang

Keywords Abstract Paper

Jun Wang, Xiaohan Yu, Yongsheng Gao

Keywords Abstract Paper

Fine-grained visual categorization, Vision transformer, Self-attention, Feature Fusion

Yufei Yin, Jiajun Deng, Wengang Zhou, Houqiang Li

Keywords Abstract Paper

Xinzhe Zhou, Wenhao Jiang, Sheng Qi, Yadong Mu

Keywords Abstract Paper

Machine Learning, Adversarial Machine Learning

Siyue Yu, Bingfeng Zhang, Jimin Xiao, Eng Gee Lim

Keywords Abstract Paper

Nurit Spingarn Eliezer, Ron Banner, Tomer Michaeli

Keywords Abstract Paper

nonlinear walk, semantic directions in latent space, Generative Adversarial Network

Junnan Li, Ramprasaath Selvaraju, Akhilesh Gotmare and

Shafiq Joty, Caiming Xiong, Steven Chu Hong Hoi

Keywords Abstract Paper

transformers, vision, representation learning

Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang

Keywords Abstract Paper

Algorithms, Unsupervised Learning

Adam Kaufman, Raanan Fattal

Keywords Abstract Paper

image deblurring, blur-kernel estimation, blind deblurring, image restoration, image processing, deep learning, neural networks, generative model

Louis THIRY, Michael Arbel, Eugene Belilovsky, Edouard Oyallon

Keywords Abstract Paper

image classification, convolutional kernel methods

Philipp Liznerski, Lukas Ruff, Robert A Vandermeulen and

Billy J Franks, Marius Kloft, Klaus R Muller

Keywords Abstract Paper

interpretability, novelty-detection, deep-anomaly-detection, one-class-classification, xai, explanations, anomaly-detection, deep-learning, outlier-detection

Xiaohang Zhan, Xingang Pan, Bo Dai and

Ziwei Liu, Dahua Lin, Chen Change Loy

Keywords Abstract Paper

de-occlusion, self-supervised, occlusion ordering, scene understanding, amodal completion, inpainting, amodal instance segmentation, decomposition, image editing, manipulation

Shengyu Zhao, Jonathan Cui, Yilun Sheng and

Yue Dong, Xiao Liang, Eric Chang, Yan Xu

Keywords Abstract Paper

co-modulation, image completion, generative adversarial networks

Kaixuan Wei, Angelica I Aviles-Rivero, Jingwei Liang and

Ying Fu, Carola-Bibiane Schönlieb, Hua Huang

Keywords Abstract Paper

Deep Learning - Algorithms

Yu-Ting Chang, Qiaosong Wang, Wei-Chih Hung and

Robinson Piramuthu, Yi-Hsuan Tsai, Ming-Hsuan Yang

Keywords Abstract Paper

weakly-supervised learning, semantic segmentation, class activation map, unsupervised sub-category classification, self-supervised learning

Alex Tamkin, Mike Wu, Noah Goodman

Keywords Abstract Paper

representation learning, self-supervised, views, contrastive learning, unsupervised learning, data augmentation

Zhe Liu, Lina Yao, Lei Bai and

Xianzhi Wang, Can Wang

Keywords Abstract Paper

adversarial autoencoder, generative models, intraclass variability, activity recognition

Zongxin Yang, Yunchao Wei, Yi Yang

Keywords Abstract Paper

transformers

Adam Stooke, Kimin Lee, Pieter Abbeel, Michael Laskin

Keywords Abstract Paper

Optimization, Submodular Optimization, Algorithms, Bandit Algorithms; Algorithms, Online Learning, Deep Learning, Embedding and Representation learning

Jongjin Park, Younggyo Seo, Chang Liu and

Li Zhao, Tao Qin, Jinwoo Shin, Tie-Yan Liu

Keywords Abstract Paper

reinforcement learning and planning, causality

Zeyi Huang, Yang Zou, B. V. K. Vijaya Kumar, Dong Huang

Keywords Abstract Paper

Probabilistic Methods -> Bayesian Theory, Probabilistic Methods -> MCMC

Nicklas Hansen, Hao Su, Xiaolong Wang

Keywords Abstract Paper

reinforcement learning and planning, transformers

Andreas Robinson, Felix Järemo Lawin, Martin Danelljan and

Fahad Shahbaz Khan, Michael Felsberg

Keywords Abstract Paper

video object segmentation, semi-supervised

Lianbo Zhang, Shaoli Huang, Wei Liu

Keywords Abstract Paper

Wenbo Zheng, Lan Yan, Chao Gou, Fei-Yue Wang

Keywords Abstract Paper

visual reasoning, webly supervised learning