AAAI2020 去雾、去雨、超分变率、去噪、去模糊、语义分割

AAAI2020 去雾、去雨、超分变率、去噪、去模糊、语义分割

 

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

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