ACM International Conference on Multimedia (ACM MM) 2022: all accepted papers
- LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingYupan Huang, Tengchao Lv, Lei Cui et al.634 citations · our summary
- MMRotate ↗Yue Zhou, Xue Yang, Gefan Zhang et al.414 citations
- X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval ↗Yiwei Ma, Guohai Xu, Xiaoshuai Sun et al.321 citations
- Disentangled Representation Learning for Multimodal Emotion Recognition ↗Dingkang Yang, Shuai Huang, Haopeng Kuang et al.266 citations
- A Deep Learning based No-reference Quality Assessment Model for UGC Videos ↗Wei Sun, Xiongkuo Min, Wei Lu et al.240 citations
- RKformer: Runge-Kutta Transformer with Random-Connection Attention for Infrared Small Target Detection ↗Mingjin Zhang, Haichen Bai, Jing Zhang et al.230 citations
- Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression ↗Jiahao Li, Bin Li, Yan Lu205 citations
- PYSKL: Towards Good Practices for Skeleton Action Recognition ↗Haodong Duan, Jiaqi Wang, Kai Chen et al.198 citations
- Learning Granularity-Unified Representations for Text-to-Image Person Re-identification ↗Zhiyin Shao, Xinyu Zhang, Meng Fang et al.195 citations
- DiT: Self-supervised Pre-training for Document Image Transformer ↗Junlong Li, Yiheng Xu, Tengchao Lv et al.186 citations
- ProDiff ↗Rongjie Huang, Zhou Li Zhao, Huadai Liu et al.183 citations
- Prompting for Multi-Modal Tracking ↗Jinyu Yang, Zhe Li, Feng Zheng et al.172 citations
- DetFusion: A Detection-driven Infrared and Visible Image Fusion Network ↗Yiming Sun, Bing Cao, Pengfei Zhu et al.168 citations
- CubeMLP: An MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation ↗Hao Sun, Hongyi Wang, Jiaqing Liu et al.162 citations
- You Only Hypothesize Once ↗Haiping Wang, Yuan Liu, Zhen Dong et al.143 citations
- Exploring Feature Compensation and Cross-level Correlation for Infrared Small Target Detection ↗Mingjin Zhang, Ke Yue, Jing Zhang et al.140 citations
- SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization ↗Hongbo Sun, Xiangteng He, Yuxin Peng129 citations
- Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors ↗Chaofeng Chen, Xinyu Shi, Yipeng Qin et al.128 citations
- PIMoG: An Effective Screen-shooting Noise-Layer Simulation for Deep-Learning-Based Watermarking Network ↗Han Fang, Zhaoyang Jia, Zehua Ma et al.127 citations
- CAIBC: Capturing All-round Information Beyond Color for Text-based Person Retrieval ↗Zijie Wang, Aichun Zhu, Jingyi Xue et al.125 citations
- Look Before You Leap: Improving Text-based Person Retrieval by Learning A Consistent Cross-modal Common Manifold ↗Zijie Wang, Aichun Zhu, Jingyi Xue et al.123 citations
- NeRF-SR: High Quality Neural Radiance Fields using Supersampling ↗Chen Wang, Xian Wu, Yuan-Chen Guo et al.116 citations
- Augmented Dual-Contrastive Aggregation Learning for Unsupervised Visible-Infrared Person Re-Identification ↗Bin Yang, Mang Ye, Jun Chen et al.112 citations
- PreyNet: Preying on Camouflaged Objects ↗Miao Zhang, Shuang Xu, Yongri Piao et al.112 citations
- Towards Adversarial Attack on Vision-Language Pre-training Models ↗Jiaming Zhang, Qi Yi, Jitao Sang112 citations
- Magic ELF: Image Deraining Meets Association Learning and Transformer ↗Kui Jiang, Zhongyuan Wang, Chen Chen et al.101 citations
- Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval ↗Yang Qin, Dezhong Peng, Xi Peng et al.100 citations
- Towards Blind Watermarking: Combining Invertible and Non-invertible Mechanisms ↗Rui Ma, Mengxi Guo, Yi Hou et al.98 citations
- Dynamic Prototype Mask for Occluded Person Re-Identification ↗Lei Tan, Pingyang Dai, Rongrong Ji et al.95 citations
- Differentiable Cross-modal Hashing via Multimodal Transformers ↗Junfeng Tu, Xueliang Liu, Zongxiang Lin et al.93 citations
- Not All Pixels Are Matched ↗Hanzhe Sun, Jun Liu, Zhizhong Zhang et al.90 citations
- Relation-enhanced Negative Sampling for Multimodal Knowledge Graph Completion ↗Derong Xu, Tong Xu, Shiwei Wu et al.90 citations
- MAFW: A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild ↗Yuanyuan Liu, Wei Dai, Chuanxu Feng et al.86 citations
- MegaPortraits: One-shot Megapixel Neural Head Avatars ↗Nikita Drobyshev, Jenya Chelishev, Taras Khakhulin et al.86 citations
- Align, Reason and Learn: Enhancing Medical Vision-and-Language Pre-training with Knowledge ↗Zhihong Chen, Guanbin Li, Xiang Wan82 citations
- Visual Grounding in Remote Sensing Images ↗Yuxi Sun, Shanshan Feng, Xutao Li et al.78 citations
- ReFormer: The Relational Transformer for Image Captioning ↗Xuewen Yang, Yingru Liu, Xin Wang72 citations
- Towards Accurate Post-Training Quantization for Vision Transformer ↗Yifu Ding, Haotong Qin, Qinghua Yan et al.72 citations
- AesUST: Towards Aesthetic-Enhanced Universal Style Transfer ↗Zhizhong Wang, Zhanjie Zhang, Lei Zhao et al.71 citations
- Reading and Writing: Discriminative and Generative Modeling for Self-Supervised Text Recognition ↗Mingkun Yang, Minghui Liao, Pu Lu et al.70 citations
- MIntRec: A New Dataset for Multimodal Intent Recognition ↗Hanlei Zhang, Hua Xu, Xin Wang et al.68 citations
- Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing ↗Qianyu Zhou, Ke-Yue Zhang, Taiping Yao et al.66 citations
- Can Language Understand Depth? ↗Renrui Zhang, Ziyao Zeng, Ziyu Guo et al.66 citations
- Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis ↗Teng Fei Sun, Wenjie Wang, Liqaing Jing et al.65 citations
- Modality-aware Contrastive Instance Learning with Self-Distillation for Weakly-Supervised Audio-Visual Violence Detection ↗Jiashuo Yu, Jinyu Liu, Ying Cheng et al.65 citations
- Partially Relevant Video Retrieval ↗Jianfeng Dong, Xianke Chen, Minsong Zhang et al.65 citations
- SPTS: Single-Point Text Spotting ↗Dezhi Peng, Xinyu Wang, Yuliang Liu et al.65 citations
- mmBody Benchmark: 3D Body Reconstruction Dataset and Analysis for Millimeter Wave Radar ↗Anjun Chen, Xiangyu Wang, Shaohao Zhu et al.65 citations
- A Multi-view Spectral-Spatial-Temporal Masked Autoencoder for Decoding Emotions with Self-supervised Learning ↗Rui Li, Yiting Wang, Wei‐Long Zheng et al.64 citations
- Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction ↗Jingye Wang, Ruoyi Du, Dongliang Chang et al.64 citations
- Generative Steganography Network ↗Wei Ping, Sheng Li, Xinpeng Zhang et al.64 citations
- Learning Modality-Specific and -Agnostic Representations for Asynchronous Multimodal Language Sequences ↗Dingkang Yang, Haopeng Kuang, Shuai Huang et al.64 citations
- MM-Pyramid: Multimodal Pyramid Attentional Network for Audio-Visual Event Localization and Video Parsing ↗Jiashuo Yu, Ying Cheng, Rui-Wei Zhao et al.64 citations
- AVQA: A Dataset for Audio-Visual Question Answering on Videos ↗Pinci Yang, Xin Wang, Xuguang Duan et al.63 citations
- DDGHM: Dual Dynamic Graph with Hybrid Metric Training for Cross-Domain Sequential Recommendation ↗Xiaolin Zheng, Jiajie Su, Weiming Liu et al.62 citations
- DPCNet: Dual Path Multi-Excitation Collaborative Network for Facial Expression Representation Learning in Videos ↗Yan Wang, Yixuan Sun, Wei Song et al.62 citations
- Continual Multi-view Clustering ↗Xinhang Wan, Jiyuan Liu, Weixuan Liang et al.59 citations
- Cross-Modality High-Frequency Transformer for MR Image Super-Resolution ↗Chaowei Fang, Dingwen Zhang, Liang Wang et al.59 citations
- Dynamically Adjust Word Representations Using Unaligned Multimodal Information ↗Jiwei Guo, Jiajia Tang, Weichen Dai et al.59 citations
- Learning from Different text-image Pairs: A Relation-enhanced Graph Convolutional Network for Multimodal NER ↗Fei Zhao, Chunhui Li, Zhen Wu et al.58 citations
- 3D-CNN for Facial Micro- and Macro-expression Spotting on Long Video Sequences using Temporal Oriented Reference Frame ↗Chuin Hong Yap, Moi Hoon Yap, Adrian K. Davison et al.57 citations
- T-former: An Efficient Transformer for Image Inpainting ↗Ye Deng, Siqi Hui, Sanping Zhou et al.57 citations
- TSRFormer ↗Weihong Lin, Zheng Sun, Chixiang Ma et al.56 citations
- Image Quality Assessment: From Mean Opinion Score to Opinion Score Distribution ↗Yixuan Gao, Xiongkuo Min, Yucheng Zhu et al.53 citations
- Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space ↗Lingwei Dang, Yongwei Nie, Chengjiang Long et al.52 citations
- Graph-DETR3D ↗Zehui Chen, Zhenyu Li, Shiquan Zhang et al.52 citations
- Reducing the Vision and Language Bias for Temporal Sentence Grounding ↗Daizong Liu, Xiaoye Qu, Wei Hu52 citations
- Hierarchical Scene Normality-Binding Modeling for Anomaly Detection in Surveillance Videos ↗Qianyue Bao, Fang Liu, Yang Liu et al.51 citations
- Rate-Distortion-Guided Learning Approach with Cross-Projection Information for V-PCC Fast CU Decision ↗Hang Yuan, Wei Gao, Ge Li et al.51 citations
- DisCo ↗Haiyang Liu, Naoya Iwamoto, Zihao Zhu et al.50 citations
- Gait Recognition in the Wild with Multi-hop Temporal Switch ↗Jinkai Zheng, Xinchen Liu, Xiaoyan Gu et al.50 citations
- Multi-Attention Network for Compressed Video Referring Object Segmentation ↗Weidong Chen, Dexiang Hong, Yuankai Qi et al.50 citations
- OpenPointCloud ↗Wei Gao, Hua Ye, Ge Li et al.50 citations
- Target-Driven Structured Transformer Planner for Vision-Language Navigation ↗Yusheng Zhao, Jinyu Chen, Chen Gao et al.50 citations
- Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion ↗Nisha Huang, Fan Tang, Weiming Dong et al.49 citations
- Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving ↗Xingshuo Han, Guowen Xu, Yuan Hua Zhou et al.49 citations
- Deepfake Video Detection with Spatiotemporal Dropout Transformer ↗DaiChi Zhang, Fanzhao Lin, Yingying Hua et al.48 citations
- Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning ↗Nuowen Kan, Yuankun Jiang, Chenglin Li et al.48 citations
- Learning Hybrid Behavior Patterns for Multimedia Recommendation ↗Zongshen Mu, Yueting Zhuang, Jie Tan et al.48 citations
- Towards All Weather and Unobstructed Multi-Spectral Image Stitching ↗Zhiying Jiang, Zengxi Zhang, Xin Fan et al.48 citations
- Complementarity-Enhanced and Redundancy-Minimized Collaboration Network for Multi-agent Perception ↗Guiyang Luo, Hui Zhang, Quan Yuan et al.47 citations
- RepSR: Training Efficient VGG-style Super-Resolution Networks with Structural Re-Parameterization and Batch Normalization ↗Xintao Wang, Chao Dong, Ying Shan46 citations
- AdaMask: Enabling Machine-Centric Video Streaming with Adaptive Frame Masking for DNN Inference Offloading ↗Shengzhong Liu, Tianshi Wang, Jinyang Li et al.45 citations
- FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring ↗Suiyi Zhao, Zhao Zhang, Richang Hong et al.45 citations
- Few-Shot Model Agnostic Federated Learning ↗Wenke Huang, Mang Ye, Bo Du et al.45 citations
- Invariant Representation Learning for Multimedia Recommendation ↗Xiaoyu Du, Zike Wu, Fuli Feng et al.45 citations
- Query Prior Matters ↗Meihuizi Jia, Xin Shen, Lei Shen et al.45 citations
- SingGAN: Generative Adversarial Network For High-Fidelity Singing Voice Generation ↗Rongjie Huang, Chenye Cui, Feiyang Chen et al.45 citations
- Adaptively Learning Low-high Frequency Information Integration for Pan-sharpening ↗Man Zhou, Jie Huang, Chongyi Li et al.44 citations
- Gloss Semantic-Enhanced Network with Online Back-Translation for Sign Language Production ↗Shengeng Tang, Richang Hong, Dan Guo et al.44 citations
- Unified Multi-modal Pre-training for Few-shot Sentiment Analysis with Prompt-based Learning ↗Yang Yu, Dong Zhang, Shoushan Li44 citations
- Adaptive Hypergraph Convolutional Network for No-Reference 360-degree Image Quality Assessment ↗Jun Fu, Chen Hou, Wei Zhou et al.43 citations
- Bi-directional Heterogeneous Graph Hashing towards Efficient Outfit Recommendation ↗Weili Guan, Xuemeng Song, Haoyu Zhang et al.43 citations
- Saliency in Augmented Reality ↗Huiyu Duan, Wei Shen, Xiongkuo Min et al.43 citations
- Improving Transferability for Domain Adaptive Detection Transformers ↗Kaixiong Gong, Shuang Li, Shugang Li et al.42 citations
- Learning Cross-Image Object Semantic Relation in Transformer for Few-Shot Fine-Grained Image Classification ↗Bo Zhang, Jiakang Yuan, Baopu Li et al.42 citations
- Rotation Invariant Transformer for Recognizing Object in UAVs ↗Shuoyi Chen, Mang Ye, Bo Du42 citations
- Towards Complex Document Understanding By Discrete Reasoning ↗Fengbin Zhu, Wenqiang Lei, Fuli Feng et al.42 citations
- A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA ↗Yangyang Guo, Liqiang Nie, Yongkang Wong et al.41 citations
- Cycle-Interactive Generative Adversarial Network for Robust Unsupervised Low-Light Enhancement ↗Zhangkai Ni, Wenhan Yang, Hanli Wang et al.41 citations
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