Hang Gao, Xizhou Zhu, Stephen Lin, Jifeng Dai

Keywords Abstract Paper

Effective Receptive Fields, Deformation Modeling, Dynamic Inference

Michel Besserve, Arash Mehrjou, Rémy Sun, Bernhard Schölkopf

Keywords Abstract Paper

generative models, causality, counterfactuals, representation learning, disentanglement, generalization, unsupervised learning

Junho Kim, Minjae Kim, Hyeonwoo Kang, Kwang Hee Lee

Keywords Abstract Paper

Image-to-Image Translation, Generative Attentional Networks, Adaptive Layer-Instance Normalization

Xiaotian Li, Shuzhe Wang, Yi Zhao and

Jakob Verbeek, Juho Kannala

Keywords Abstract Paper

visual localization, camera relocalization, scene coordinate regression

Guandao Yang, Serge Belongie, Bharath Hariharan, Vladlen Koltun

Keywords Abstract Paper

Fei Pan, Inkyu Shin, Francois Rameau and

Seokju Lee, In So Kweon

Keywords Abstract Paper

domain adaptation, semantic segmentation, self-supervised learning, unsupervised learning, transfer learning.

Prasun Roy, Saumik Bhattacharya, Subhankar Ghosh, Umapada Pal

Keywords Abstract Paper

scene image, scene text editor, font adaptive, font generation, font color transfer, single observation, computer vision, deep learning

Tong He, John Collomosse, Hailin Jin, Stefano Soatto

Keywords Abstract Paper

Zhenlin Xu, Deyi Liu, Junlin Yang and

Colin Raffel, Marc Niethammer

Keywords Abstract Paper

robustness, domain generalization, representation learning, data augmentation

James Oldfield, Markos Georgopoulos, Yannis Panagakis and

Mihalis A Nicolaou, Ioannis Patras

Keywords Abstract Paper

GANs, interpretable directions, image editing, image synthesis, tensor methods

Hanxiao Liu, Andy Brock, Karen Simonyan, Quoc V Le

Keywords Abstract Paper

Haoye Dong, Xiaodan Liang, Yixuan Zhang and

Xujie Zhang, Xiaohui Shen, Zhenyu Xie, Bowen Wu, Jian Yin

Keywords Abstract Paper

fashion editing, image generation, image synthesis, gan, generative adversarial network, image manipulation, human parsing, segmentation, image editing, virtual try-on

Mark Boss, Varun Jampani, Raphael Braun and

Ce Liu, Jonathan Barron, Hendrik PA Lensch

Keywords Abstract Paper

vision, graph learning

Taesung Park, Jun-Yan Zhu, Oliver Wang and

Jingwan Lu, Eli Shechtman, Alexei Efros, Richard Zhang

Keywords Abstract Paper

Alexander Camuto, Matthew Willetts, Chris Holmes and

Brooks Paige, Stephen Roberts

Keywords Abstract Paper

Bin Ren, Hao Tang, Nicu Sebe

Keywords Abstract Paper

cross view, MLP, image translation, image generation

Lu Chi, Zehuan Yuan, Yadong Mu, Changhu Wang

Keywords Abstract Paper

attention, non-local, bilinear, image classification, video classification, grouped, data-adaptive

Jun Gao, Wenzheng Chen, Tommy Xiang and

Alec Jacobson, Morgan McGuire, Sanja Fidler

Keywords Abstract Paper

Applications -> Computer Vision; Deep Learning -> CNN Architectures, Applications -> Body Pose, Face, and Gesture Analysis

Haiqin Yang, Xiaoyuan Yao, Yiqun Duan and

Jianping Shen, Jie Zhong, Kun Zhang

Keywords Abstract Paper

Machine Learning, Learning Generative Models, Dialogue

Yunfei Liu, Yu Li, Shaodi You, Feng Lu

Keywords Abstract Paper

intrinsic image decomposition, unsupervised learning, distribution, priors, independence constraint, physical consistency constraint

Yuan Yuan, Wei Su, Dandan Ma

Keywords Abstract Paper

dynamic scene deblurring, deconvolution neural network, bi-directional optical flow, deformable convolution, deep learning, image restoration

Qiangchang Wang, Tianyi Wu, He Zheng, Guodong Guo

Keywords Abstract Paper

diverse attention, pyramid attention, hierarchical bilinear pooling, local representations, multi-scale features, hierarchical information, pose variation, age gap, quality change, face recognition

Albert Pumarola, Stefan Popov, Francesc Moreno-Noguer, Vittorio Ferrari

Keywords Abstract Paper

normalizing flows, conditional, generative models, 3d reconstruction, image-to-image, style transfer, image manipulation

Shurui Gui, Chaoyue Wang, Qihua Chen, Dacheng Tao

Keywords Abstract Paper

frame interpolation, slow motion, video processing, generation framework, deep learning, computer vision

Peng Wang, Lingjie Liu, Yuan Liu and

Christian Theobalt, Taku Komura, Wenping Wang

Keywords Abstract Paper

optimization, robustness

Menglong Yang, Fangrui Wu, Wei Li

Keywords Abstract Paper

stereo matching, wavelet coefficients, inverse wavelet transform, supervised learning, deep representation, multi-scale features, multi-resolution cost volume, wavelet regression, disparity reconstruction, disparity refinement

Sen He, Wentong Liao, Hamed R. Tavakoli and

Michael Yang, Bodo Rosenhahn, Nicolas Pugeault

Keywords Abstract Paper

Xuanqing Liu, Hsiang-Fu Yu, Inderjit Dhillon, Cho-Jui Hsieh

Keywords Abstract Paper

Applications - Language, Speech and Dialog

Kaihong Wang, Chenhongyi Yang, Margrit Betke

Keywords Abstract Paper

Pradyumna Reddy, Zhifei Zhang, Matthew Fisher and

Hailin Jin, Zhaowen Wang, Niloy Mitra

Keywords Abstract Paper

deep learning, representation learning

Yanping Fu, Qingan Yan, Jie Liao, Chunxia Xiao

Keywords Abstract Paper

rgb-d reconstruction, 3d reconstruction, texture optimization, geometry optimization, joint texture and geometry optimization

Tewodros Amberbir Habtegebrial, Varun Jampani, Orazio Gallo, Didier Stricker

Keywords Abstract Paper

Nanbo Li, Cian Eastwood, Robert Fisher

Keywords Abstract Paper

Antoine Plumerault, Hervé Le Borgne, Céline Hudelot

Keywords Abstract Paper

Generative models, factor of variation, GAN, beta-VAE, interpretable representation, interpretability

Mark Boss, Varun Jampani, Kihwan Kim and

Hendrik P.A. Lensch, Jan Kautz

Keywords Abstract Paper

brdf, appearance, shape, depth, sparse, cascaded, deep learning, lightweight, mobile, illumination

Ankit Vani, Max Schwarzer, Yuchen Lu and

Eeshan Dhekane, Aaron Courville

Keywords Abstract Paper

clevr, vqa, shapes, neural module network, cultural transmission, iterated learning, visual question answering, systematic generalization, compositionality

Yufeng Zheng, Seonwook Park, Xucong Zhang and

Shalini De Mello, Otmar Hilliges

Keywords Abstract Paper

Yunhan Zhao, Shu Kong, Daeyun Shin, Charless Fowlkes

Keywords Abstract Paper

monocular depth prediction, real-synthetic domain shift, synthetic training data, domain adaptation, image inpainting, high-level domain gaps

Ervine Zheng, Qi Yu, Rui Li and

Pengcheng Shi, Anne Haake

Keywords Abstract Paper

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

Ying Fu, Carola-Bibiane Schönlieb, Hua Huang

Keywords Abstract Paper

Deep Learning - Algorithms