AAAI2020 去霧、去雨、超分變率、去噪、去模糊、語義分割
Image Dehazing
1706: Towards Domain Invariant Single Image Dehazing
Pranjay Shyam, Kuk-Jin Yoon, Kyung-Soo Kim
Deraining
26: EfficientDeRain: Learning Pixel-Wise Dilation Filtering for High-Efficiency Single-Image Deraining
Qing Guo, Jingyang Sun, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Wei Feng, Yang Liu, Jianjun Zhao
228: Rain Streak Removal via Dual Graph Convolutional Network
Xueyang Fu, Qi Qi, Yurui Zhu, Xinghao Ding, Zheng-Jun Zha
Super-Resolution
36: Understanding Deformable Alignment in Video Super-Resolution
Kelvin C.K. Chan, Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy
2240: Training Binary Neural Network without Batch Normalization for Image Super-Resolution
Xinrui Jiang, Nannan Wang, Jingwei Xin, Keyu Li, Xi Yang, Xinbo Gao
3085: Learning Omni-Frequency Region-Adaptive Representations for Real Image Super-Resolution
Xin Li, Xin Jin, Tao Yu, Simeng Sun, Yingxue Pang, Zhizheng Zhang, Zhibo Chen
7475: Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated Upsampling
Hongying Liu, Peng Zhao, Zhubo Ruan, Fanhua Shang, Yuanyuan Liu
867: SARG: A Novel Semi Autoregressive Generator for Multi-Turn Incomplete Utterance Restoration
Mengzuo Huang, Feng Li, Wuhe Zou, Weidong Zhang
Image Enhancement
5007: Deep Low-Contrast Image Enhancement Using Structure Tensor Representation
Hyungjoo Jung, Hyunsung Jang, Namkoo Ha, Kwanghoon Sohn
809: MIEHDR CNN: Main Image Enhancement Based Ghost-Free High Dynamic Range Imaging Using Dual-Lens Systems
Xuan Dong, Xiaoyan Hu, Weixin Li, Xiaojie Wang, Yunhong Wang
Denoising
1864: Joint Demosaicking and Denoising in the Wild: The Case of Training under Ground Truth Uncertainty
Jierun Chen, Song Wen, Gary Chan
2123: Efficient Deep Image Denoising via Class Specific Convolution
Lu XU, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy Ren
9917: Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model
Hongyu Lin, Wenkai Zhang, Xianpei Han, Le Sun, Huidan Liu, Nicholas Yuan, Zhicheng Wei
Deblurring
3339: Optical Flow Estimation from a Single Motion-Blurred Image
Dawit Mureja Argaw, Junsik Kim, Francois Rameau, Jae Won Cho, In So Kweon
3343: Motion-Blurred Video Interpolation and Extrapolation
Dawit Mureja Argaw, Junsik Kim, Francois Rameau, In So Kweon
Semantic Segmentation
241: Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds
Jingyu Gong, Jiachen Xu, Xin Tan, Jie Zhou, Yanyun Qu, Yuan Xie, Lizhuang Ma
465: Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation
Li Gao, Lefei Zhang, Qian Zhang
636: Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation
Xueyi Li, Tianfei Zhou, Jianwu Li, Yi Zhou, Zhaoxiang Zhang
1173: Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud
Yachao Zhang, Zonghao Li, Yuan Xie, Yanyun Qu, Li Cui-hua, Tao Mei
1909: DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training
Fei Yu, Mo Zhang, Hexin Dong, Sheng Hu, Bin Dong, Li Zhang
2329: Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud
Mingye Xu, Zhipeng Zhou, Junhao Zhang, Yu Qiao
4464: Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation
Beomyoung Kim, Sangeun Han, Junmo Kim
4583: Unsupervised Model Adaptation for Continual Semantic Segmentation
Serban Stan, Mohammad Rostami
6327: Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer
Suhyeon Lee, Junhyuk Hyun, Hongje Seong, Euntai Kim
6462: Embodied Visual Active Learning for Semantic Segmentation
David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu
7178: Consistent-Separable Feature Representation for Semantic Segmentation
Xingjian He, Jing Liu, Jun Fu, Xinxin Zhu, Jinqiao Wang, Hanqing Lu
7182: Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation
Minsu Kim, Sunghun Joung, Seungryong Kim, JungIn Park, Ig-Jae Kim, Kwanghoon Sohn