AAAI 2022

1,624 papers

Restorable Image Operators with Quasi-Invertible Networks

Hao Ouyang, Tengfei Wang, Qifeng Chen

Federated Learning for Face Recognition with Gradient Correction

Yifan Niu, Weihong Deng

Can Vision Transformers Learn without Natural Images?

Kodai Nakashima, Hirokatsu Kataoka, Asato Matsumoto, Kenji Iwata, Nakamasa Inoue

Towards Accurate Facial Motion Retargeting with Identity-Consistent and Expression-Exclusive Constraints

Langyuan Mo, Haokun Li, Chaoyang Zou, Yubing Zhang, Ming Yang

Towards Bridging Sample Complexity and Model Capacity

Shibin Mei, Chenglong Zhao, Shengchao Yuan, Bingbing Ni

MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation

Safa C. Medin, Bernhard Egger, Anoop Cherian, Ye Wang, Joshua B. Tenenbaum

Learning from the Target: Dual Prototype Network for Few Shot Semantic Segmentation

Binjie Mao, xinbang zhang, Lingfeng Wang, Qian Zhang, SHIMING XIANG

REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos

Xianzheng Ma, Hossein Rahmani, Zhipeng Fan, Bin Yang, Jun Chen

Generative Adaptive Convolutions for Real-World Noisy Image Denoising

Ruijun Ma, Shuyi Li, Bob Zhang, Zhengming Li

Adaptive Poincaré Point to Set Distance for Few-Shot Classification

Rongkai Ma, Pengfei Fang, Tom Drummond, Mehrtash Harandi

Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration

Ziwei Luo, Jing Hu, Xin Wang, Shu Hu, Bin Kong

Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation

Yaoru Luo, Guole Liu, Yuanhao Guo, Ge Yang

A Fusion-Denoising Attack on InstaHide with Data Augmentation

Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi

Learning Optical Flow with Adaptive Graph Reasoning

Ao Luo, Fan Yang, Kunming Luo, Xin Li, Haoqiang Fan

Barely-Supervised Learning: Semi-supervised Learning with Very Few Labeled Images

Thomas Lucas, Philippe Weinzaepfel, Gregory Rogez

PMAL: Open Set Recognition via Robust Prototype Mining

Jing LU, Yunlu Xu, Hao Li, Zhanzhan Cheng, Yi Niu

Pose Guided Image Generation from Misaligned Sources via Residual Flow Based Correction

Jiawei Lu, He Wang, Tianjia Shao, Yin Yang, Kun Zhou

Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing

Zhili Liu, Jianhua Han, Lanqing Hong, Hang Xu, Kai Chen

Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency

Zhenhuan Liu, Liang Li, Huajie Jiang, Xin Jin, Dandan Tu

Multi-Knowledge Aggregation and Transfer for Semantic Segmentation

Yuang Liu, Wei Zhang, Jun Wang

DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network

Yang Liu, Tu Zheng, Jie Song, Deng Cai, Xiaofei He

Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection

Xinpeng Liu, Yong-Lu Li, Cewu Lu

Learning Auxiliary Monocular Contexts Helps Monocular 3D Object Detection

Xianpeng Liu, Nan Xue, Tianfu Wu

Visual Sound Localization in the Wild by Cross-Modal Interference Erasing

Xian Liu, Rui Qian, Hang Zhou, Di Hu, Weiyao Lin

Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions

Wenyu Liu, Gaofeng Ren, Runsheng Yu, Shi Guo, Jianke Zhu

Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing

Shice Liu, Shitao Lu, Hongyi Xu, Jing Yang, Shouhong Ding

OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning

Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu

Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints

Ruijin Liu, Dapeng Chen, Tie Liu, Zhiliang Xiong, Zejian Yuan

Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary

Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng

SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers

Lin Liu, Shanxin Yuan, Jianzhuang Liu, Xin Guo, Youliang Yan

Parallel and High-Fidelity Text-to-Lip Generation

Jinglin Liu, Zhiying Zhu, Yi Ren, Wencan Huang, Baoxing Huai

Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-identification

Jiawei Liu, Zhipeng Huang, Liang Li, Kecheng Zheng, Zheng-Jun Zha

Memory-Based Jitter: Improving Visual Recognition on Long-Tailed Data with Diversity in Memory

Jialun Liu, Wenhui Li, Yifan Sun

AnchorFace: Boosting TAR@FAR for Practical Face Recognition

Jiaheng Liu, Haoyu Qin, Yichao Wu, Ding Liang

Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition

Hao Liu, Bin Wang, Zhimin Bao, Mobai Xue, Sheng Kang

SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks

Fangxin Liu, Wenbo Zhao, Yongbiao Chen, Zongwu Wang, Li Jiang

Unsupervised Temporal Video Grounding with Deep Semantic Clustering

Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di, Kai Zou

Exploring Motion and Appearance Information for Temporal Sentence Grounding

Daizong Liu, Xiaoye Qu, Pan Zhou, Yang Liu

Memory-Guided Semantic Learning Network for Temporal Sentence Grounding

Daizong Liu, Xiaoye Qu, Xing Di, Yu Cheng, Zichuan Xu

FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition

Chih-Ting Liu, Chien-Yi Wang, Shao-Yi Chien, Shang-Hong Lai

Biyang Liu, Huimin Yu, Yangqi Long

Dynamic Spatial Propagation Network for Depth Completion

Yuankai Lin, Tao Cheng, Qi Zhong, Wending Zhou, Hua Yang

Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images

Yiyang Lin, Bowei Zeng, Yifeng Wang, Yang Chen, Zijie Fang

A Causal Inference Look at Unsupervised Video Anomaly Detection

Xiangru Lin, Yuyang Chen, Guanbin Li, Yizhou Yu

A Causal Debiasing Framework for Unsupervised Salient Object Detection

Xiangru Lin, Ziyi Wu, Guanqi Chen, Guanbin Li, Yizhou Yu

Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction

Tiancheng Lin, Hongteng Xu, Canqian Yang, Yi Xu

Contrastive Instruction-Trajectory Learning for Vision-Language Navigation

Xiwen Liang, Fengda Zhu, Yi Zhu, Bingqian Lin, Bing Wang

Distribution Aware VoteNet for 3D Object Detection

Junxiong Liang, Pei An, Jie Ma

Inharmonious Region Localization by Magnifying Domain Discrepancy

Jing Liang, Li Niu, Penghao Wu, Fengjun Guo, Teng Long

Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity

Hanwen Liang, Niamul Quader, Zhixiang Chi, Lizhe Chen, Peng Dai

Semantically Contrastive Learning for Low-Light Image Enhancement

Dong Liang, Ling Li, Mingqiang Wei, Shuo Yang, Liyan Zhang

One More Check: Making “Fake Background” Be Tracked Again

Chao Liang, Zhipeng Zhang, Xue Zhou, Bing Li, Weiming Hu

Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction

Zongzhao Li, Xiangyu Zhu, Zhen Lei, Zhaoxiang Zhang

Reliability Exploration with Self-Ensemble Learning for Domain Adaptive Person Re-identification

Zongyi Li, Yuxuan Shi, Hefei Ling, Jiazhong Chen, Qian Wang

Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones Is Enough

Zhuo Li, Weiqing Min, Jiajun Song, Yaohui Zhu, Liping Kang

Improving Human-Object Interaction Detection via Phrase Learning and Label Composition

Zhimin Li, Cheng Zou, Yu Zhao, Boxun Li, Sheng Zhong

SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations

Zhenyu Li, Zehui Chen, Ang Li, Liangji Fang, Qinhong Jiang

Equal Bits: Enforcing Equally Distributed Binary Network Weights

Yunqiang Li, Silvia-Laura Pintea, Jan C van Gemert

ELMA: Energy-Based Learning for Multi-Agent Activity Forecasting

Yuke Li, Pin Wang, Lixiong Chen, Zheng Wang, Ching-Yao Chan

Towards an Effective Orthogonal Dictionary Convolution Strategy

Yishi Li, Kunran Xu, Rui Lai, Lin Gu

Defending against Model Stealing via Verifying Embedded External Features

Yiming Li, Linghui Zhu, Xiaojun Jia, Yong Jiang, Shu-Tao Xia

Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking

Yidi Li, Hong Liu, Hao Tang

Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation

Yi Li, Yiqun Duan, Zhanghui Kuang, Yimin Chen, Wayne Zhang

Close the Loop: A Unified Bottom-Up and Top-Down Paradigm for Joint Image Deraining and Segmentation

Yi Li, Yi Chang, Changfeng Yu, Luxin Yan

Hybrid Instance-Aware Temporal Fusion for Online Video Instance Segmentation

Xiang Li, Jinglu Wang, Xiao Li, Yan Lu

SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation

Wuyang Li, Xinyu Liu, Xiwen Yao, Yixuan Yuan

Best-Buddy GANs for Highly Detailed Image Super-resolution

Wenbo Li, Kun Zhou, Lu Qi, Liying Lu, Jiangbo Lu

TA2N: Two-Stage Action Alignment Network for Few-Shot Action Recognition

Shuyuan Li, Huabin Liu, Rui Qian, Yuxi Li, John See

Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection

Shuo Li, Fang Liu, Licheng Jiao

EditVAE: Unsupervised Parts-Aware Controllable 3D Point Cloud Shape Generation

Shidi Li, miaomiao Liu, Christian Walder

Stereo Neural Vernier Caliper

Shichao Li, Zechun Liu, Zhiqiang Shen, Kwang-Ting Cheng

Neighborhood-Adaptive Structure Augmented Metric Learning

Pandeng Li, Yan Li, Hongtao Xie, Lei Zhang

Logit Perturbation

Mengyang Li, Fengguang Su, Ou Wu, Ji Zhang

Learning Universal Adversarial Perturbation by Adversarial Example

Maosen Li, Yanhua Yang, Kun Wei, Xu Yang, Heng Huang

Learning from Weakly-Labeled Web Videos via Exploring Sub-concepts

Kunpeng Li, Zizhao Zhang, Guanhang Wu, Xuehan Xiong, Chen-Yu Lee

Retinomorphic Object Detection in Asynchronous Visual Streams

Jianing Li, Xiao Wang, Lin Zhu, Jia Li, Tiejun Huang

Action-Aware Embedding Enhancement for Image-Text Retrieval

Jiangtong Li, Li Niu, Liqing Zhang

Rethinking Pseudo Labels for Semi-supervised Object Detection

Hengduo Li, Zuxuan Wu, Abhinav Shrivastava, Larry S. Davis

Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-Guided Feature Imitation

Gang Li, Xiang Li, Yujie Wang, Shanshan Zhang, Yichao Wu

You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation

Dezhuang Li, Ruoqi Li, Lijun Wang, Yifan Wang, Jinqing Qi

Cross-Modal Object Tracking: Modality-Aware Representations and a Unified Benchmark

Chenglong Li, Tianhao Zhu, Lei Liu, Xiaonan Si, Zilin Fan

Interpretable Generative Adversarial Networks

CHAO LI, Kelu Yao, Jin Wang, Boyu Diao, Yongjun Xu

DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer

Buyu Li, Yongchi Zhao, Shi Zhelun, Lu Sheng

Shrinking Temporal Attention in Transformers for Video Action Recognition

Bonan Li, Pengfei Xiong, Congying Han, Tiande Guo

SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation

Bing Li, Cheng Zheng, Silvio Giancola, Bernard Ghanem

Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier

Youngjo Lee, Hongje Seong, Euntai Kim

Adversarial Attack for Asynchronous Event-Based Data

Wooju Lee, Hyun Myung

Siamese Network with Interactive Transformer for Video Object Segmentation

Meng Lan, Jing Zhang, Fengxiang He, Lefei Zhang

Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation

Jogendra Nath Kundu, Akshay R Kulkarni, Suvaansh Bhambri, Varun Jampani, Venkatesh Babu Radhakrishnan

Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds

Junho Koh, Jaekyum Kim, Jin Hyeok Yoo, Yecheol Kim, Dongsuk Kum

NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency

Yujin Kim, Dogyun Park, Dohee Kim, Suhyun Kim

PrivateSNN: Privacy-Preserving Spiking Neural Networks

Youngeun Kim, Yeshwanth Venkatesha, Priyadarshini Panda

Deep Translation Prior: Test-Time Training for Photorealistic Style Transfer

Sunwoo Kim, Soohyun Kim, Seungryong Kim

Distinguishing Homophenes Using Multi-Head Visual-Audio Memory for Lip Reading

Minsu Kim, Jeong Hun Yeo, Yong Man Ro

Semantic Feature Extraction for Generalized Zero-Shot Learning

Junhan Kim, Kyuhong Shim, Byonghyo Shim

Towards Versatile Pedestrian Detector with Multisensory-Matching and Multispectral Recalling Memory

Jung Uk Kim, Sungjune Park, Yong Man Ro

Learning Mixture of Domain-Specific Experts via Disentangled Factors for Autonomous Driving

Inhan Kim, Joonyeong Lee, Daijin Kim

MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decomposition

Zhanghan Ke, Jiayu Sun, Kaican Li, Qiong Yan, Rynson W.H. Lau

Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition

Lipeng Ke, Kuan-Chuan Peng, Siwei Lyu

Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing

Chenchen Jing, Yunde Jia, Yuwei Wu, Chuanhao Li, Qi Wu