ACM International Conference on Multimedia (ACM MM) 2022: all accepted papers
- A Baseline for Detecting Out-of-Distribution Examples in Image Captioning ↗Gal Shalev, Gabi Shalev, Joseph Keshet12 citations
- Alleviating Style Sensitivity then Adapting ↗Yalan Ye, Ziqi Liu, Yangwuyong Zhang et al.12 citations
- Boosting Video-Text Retrieval with Explicit High-Level Semantics ↗Haoran Wang, Di Erick Xu, Dongliang He et al.12 citations
- C 3 CMR: Cross-Modality Cross-Instance Contrastive Learning for Cross-Media Retrieval ↗Junsheng Wang, Tiantian Gong, Zhixiong Zeng et al.12 citations
- Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations ↗Qian Yang, Yunxin Li, Baotian Hu et al.12 citations
- Co-Completion for Occluded Facial Expression Recognition ↗Zhen Xing, Weimin Tan, Ruian He et al.12 citations
- Counterfactually Measuring and Eliminating Social Bias in Vision-Language Pre-training Models ↗Yi Zhang, Junyang Wang, Jitao Sang12 citations
- DOMFN: A Divergence-Orientated Multi-Modal Fusion Network for Resume Assessment ↗Yang Yang, Jingshuai Zhang, Fan Gao et al.12 citations
- Enhancement by Your Aesthetic: An Intelligible Unsupervised Personalized Enhancer for Low-Light Images ↗Naishan Zheng, Jie Huang, Qi Zhu et al.12 citations
- Few-shot Image Generation Using Discrete Content Representation ↗Yan Hong, Li Niu, Jianfu Zhang et al.12 citations
- Fine-grained Micro-Expression Generation based on Thin-Plate Spline and Relative AU Constraint ↗Sirui Zhao, Shukang Yin, Huaying Tang et al.12 citations
- Learn to Understand Negation in Video Retrieval ↗Ziyue Wang, Aozhu Chen, Fan Hu et al.12 citations
- Learning Projection Views for Sparse-View CT Reconstruction ↗Liutao Yang, Rongjun Ge, Shichang Feng et al.12 citations
- MF-Net ↗Yufan Zhang, Junkai Man, Peng Sun12 citations
- MM-ALT ↗Xiangming Gu, Longshen Ou, Danielle Ong et al.12 citations
- Mediascape XR ↗Ignacio Reimat, Yanni Mei, Evangelos Alexiou et al.12 citations
- Multimedia Event Extraction From News With a Unified Contrastive Learning Framework ↗Jian Liu, Yufeng Chen, Jinan Xu12 citations
- Neighbor Correspondence Matching for Flow-based Video Frame Synthesis ↗Zhaoyang Jia, Yan Lü, Houqiang Li12 citations
- Non-Autoregressive Cross-Modal Coherence Modelling ↗Yi Bin, Wenhao Shi, Jipeng Zhang et al.12 citations
- OCR-Pose: Occlusion-aware Contrastive Representation for Unsupervised 3D Human Pose Estimation ↗Junjie Wang, Zhenbo Yu, Zhengyan Tong et al.12 citations
- Ordered Attention for Coherent Visual Storytelling ↗Tom Braude, Idan Schwartz, Alexander Gerhard Schwing et al.12 citations
- PPMN: Pixel-Phrase Matching Network for One-Stage Panoptic Narrative Grounding ↗Zihan Ding, Zihan Ding, Tianrui Hui et al.12 citations
- Paint and Distill ↗Bo Ju, Zhikang Zou, Xiaoqing Ye et al.12 citations
- Paired Cross-Modal Data Augmentation for Fine-Grained Image-to-Text Retrieval ↗Hao Wang, Guosheng Lin, Steven C. H. Hoi et al.12 citations
- Privacy-preserving Reflection Rendering for Augmented Reality ↗Yiqin Zhao, Sheng Wei, Tian Guo12 citations
- Purifier: Plug-and-play Backdoor Mitigation for Pre-trained Models Via Anomaly Activation Suppression ↗Xiaoyu Zhang, Yulin Jin, Tao Wang et al.12 citations
- Recipe-oriented Food Logging for Nutritional Management ↗Yoko Yamakata, Akihisa Ishino, Akiko Sunto et al.12 citations
- Reflecting on Experiences for Response Generation ↗Chenchen Ye, Lizi Liao, Suyu Liu et al.12 citations
- SongDriver: Real-time Music Accompaniment Generation without Logical Latency nor Exposure Bias ↗Zihao Wang, Kejun Zhang, Yuxing Wang et al.12 citations
- TextBlock ↗Wei Jin, Yuan Zhang, Yu Zhou et al.12 citations
- Understanding Political Polarization via Jointly Modeling Users, Connections and Multimodal Contents on Heterogeneous Graphs ↗Hanjia Lyu, Jiebo Luo12 citations
- VQ-DcTr: Vector-Quantized Autoencoder With Dual-channel Transformer Points Splitting for 3D Point Cloud Completion ↗Ben Fei, Weidong Yang, Wen‐Ming Chen et al.12 citations
- A Knowledge Augmented and Multimodal-Based Framework for Video Summarization ↗Jiehang Xie, Xuanbai Chen, Shao-Ping Lu et al.11 citations
- A Transformer Based Approach for Activity Detection ↗Gulshan Sharma, Abhinav Dhall, Ramanathan Subramanian11 citations
- Atrous Pyramid Transformer with Spectral Convolution for Image Inpainting ↗Muqi Huang, Lefei Zhang11 citations
- Backdoor Attacks on Crowd Counting ↗Yuhua Sun, Tailai Zhang, Xingjun Ma et al.11 citations
- Boosting Single-Frame 3D Object Detection by Simulating Multi-Frame Point Clouds ↗Zheng Wu, Li Jiang, Fanbin Lu et al.11 citations
- Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective Baseline ↗Yuanbin Wang, Leyan Zhu, Shaofei Huang et al.11 citations
- Dynamic Incomplete Multi-view Imputing and Clustering ↗Xingfeng Li, Quansen Sun, Zhenwen Ren et al.11 citations
- ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative Transformer ↗Jiaqi Ma, Shengyuan Yan, Lefei Zhang et al.11 citations
- Error Concealment of Dynamic 3D Point Cloud Streaming ↗Tzu-Kuan Hung, I-Chun Huang, Samuel Rhys Cox et al.11 citations
- Feeling Without Sharing ↗Fan Qi, Zixin Zhang, Xianshan Yang et al.11 citations
- Fine-grained Action Recognition with Robust Motion Representation Decoupling and Concentration ↗Baoli Sun, Xinchen Ye, Tiantian Yan et al.11 citations
- Flexible Hybrid Lenses Light Field Super-Resolution using Layered Refinement ↗Chang Song, Youfang Lin, Shuo Zhang11 citations
- From Token to Word: OCR Token Evolution via Contrastive Learning and Semantic Matching for Text-VQA ↗Zanxia Jin, Mike Zheng Shou, Fang Zhou et al.11 citations
- LS-GAN: Iterative Language-based Image Manipulation via Long and Short Term Consistency Reasoning ↗Gaoxiang Cong, Liang Li, Zhenhuan Liu et al.11 citations
- Learning to Estimate External Forces of Human Motion in Video ↗Nathan Louis, Jason J. Corso, Tylan N. Templin et al.11 citations
- Long-term Leap Attention, Short-term Periodic Shift for Video Classification ↗Hao Zhang, Lechao Cheng, Yanbin Hao et al.11 citations
- PicT: A Slim Weakly Supervised Vision Transformer for Pavement Distress Classification ↗Wenhao Tang, Sheng Huang, Xiaoxian Zhang et al.11 citations
- RefCrowd: Grounding the Target in Crowd with Referring Expressions ↗Heqian Qiu, Hongliang Li, Taijin Zhao et al.11 citations
- Task-adaptive Spatial-Temporal Video Sampler for Few-shot Action Recognition ↗Huabin Liu, Weixian Lv, John See et al.11 citations
- Transcript to Video: Efficient Clip Sequencing from Texts ↗Yu Xiong, Fabian Caba Heilbron, Dahua Lin11 citations
- Unified QA-aware Knowledge Graph Generation Based on Multi-modal Modeling ↗Penggang Qin, Jiarui Yu, Yan Jun Gao et al.11 citations
- Unsupervised and Pseudo-Supervised Vision-Language Alignment in Visual Dialog ↗Feilong Chen, Duzhen Zhang, Xiuyi Chen et al.11 citations
- Zero-shot Video Classification with Appropriate Web and Task Knowledge Transfer ↗Junbao Zhuo, Yan Zhu, Shuhao Cui et al.11 citations
- 3D Human Mesh Reconstruction by Learning to Sample Joint Adaptive Tokens for Transformers ↗Youze Xue, Jiansheng Chen, Yudong Zhang et al.10 citations
- A Comprehensive Study of Spatiotemporal Feature Learning for Social Medial Popularity Prediction ↗Chih–Chung Hsu, Pi‐Ju Tsai, Ting-Chun Yeh et al.10 citations
- APPTracker: Improving Tracking Multiple Objects in Low-Frame-Rate Videos ↗Tao Zhou, Wenhan Luo, Zhiguo Shi et al.10 citations
- Asymmetric Adversarial-based Feature Disentanglement Learning for Cross-Database Micro-Expression Recognition ↗Shiting Xu, Zhiheng Zhou, Junyuan Shang10 citations
- Concept Propagation via Attentional Knowledge Graph Reasoning for Video-Text Retrieval ↗Sheng Fang, Shuhui Wang, Junbao Zhuo et al.10 citations
- Consistency Learning based on Class-Aware Style Variation for Domain Generalizable Semantic Segmentation ↗Siwei Su, Haijian Wang, Meng Yang10 citations
- Correspondence Matters for Video Referring Expression Comprehension ↗Meng Cao, Ji Jiang, Long Chen et al.10 citations
- CurML: A Curriculum Machine Learning Library ↗Yuwei Zhou, Hong Chen, Zirui Pan et al.10 citations
- Curriculum-NAS: Curriculum Weight-Sharing Neural Architecture Search ↗Yuwei Zhou, Xin Wang, Hong Chen et al.10 citations
- Disparity-based Stereo Image Compression with Aligned Cross-View Priors ↗Yongqi Zhai, Luyang Tang, Yi Ma et al.10 citations
- Dynamic Transformer for Few-shot Instance Segmentation ↗Haochen Wang, Jie Liu, Yongtuo Liu et al.10 citations
- Efficient Modeling of Future Context for Image Captioning ↗Zhengcong Fei10 citations
- FedMed-ATL: Misaligned Unpaired Cross-Modality Neuroimage Synthesis via Affine Transform Loss ↗Jinbao Wang, Guoyang Xie, Yawen Huang et al.10 citations
- Multi-directional Knowledge Transfer for Few-Shot Learning ↗Shuo Wang, Xinyu Zhang, Yanbin Hao et al.10 citations
- Multiview Contrastive Learning for Completely Blind Video Quality Assessment of User Generated Content ↗Shankhanil Mitra, Rajiv Soundararajan10 citations
- Pay Attention to Your Positive Pairs: Positive Pair Aware Contrastive Knowledge Distillation ↗Zhipeng Yu, Qianqian Xu, Yangbangyan Jiang et al.10 citations
- PixelSeg: Pixel-by-Pixel Stochastic Semantic Segmentation for Ambiguous Medical Images ↗Wei Zhang, Xiaohong Zhang, Sheng Huang et al.10 citations
- Sample Weighted Multiple Kernel K-means via Min-Max optimization ↗Yi Zhang, Weixuan Liang, Xinwang Liu et al.10 citations
- Self-Supervised Representation Learning for Skeleton-Based Group Activity Recognition ↗Cunling Bian, Wei Feng, Song Wang10 citations
- Self-Supervised Text Erasing with Controllable Image Synthesis ↗Gangwei Jiang, Shiyao Wang, Tiezheng Ge et al.10 citations
- Semi-supervised Learning for Multi-label Video Action Detection ↗Hongcheng Zhang, Xu Zhao, Dongqi Wang10 citations
- Synthesizing Counterfactual Samples for Effective Image-Text Matching ↗Hao Wei, Shuhui Wang, Xinzhe Han et al.10 citations
- TAGPerson: A Target-Aware Generation Pipeline for Person Re-identification ↗Kai Chen, Weihua Chen, Tao He et al.10 citations
- Video Instance Lane Detection via Deep Temporal and Geometry Consistency Constraints ↗Mingqian Wang, Yujun Zhang, Wei Feng et al.10 citations
- xCloth ↗Astitva Srivastava, Chandradeep Pokhariya, Sai Sagar Jinka et al.10 citations
- A Conversational Shopping Assistant for Online Virtual Stores ↗Tiago Fornelos, Pedro Valente, Rafael Ferreira et al.9 citations
- A Dual-Masked Auto-Encoder for Robust Motion Capture with Spatial-Temporal Skeletal Token Completion ↗Junkun Jiang, Jie Chen, Yike Guo9 citations
- AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation ↗Yiyang Ma, Huan Yang, Bei Liu et al.9 citations
- Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration ↗Bohua Peng, Mobarakol Islam, Mei Tu9 citations
- Approximate Shifted Laplacian Reconstruction for Multiple Kernel Clustering ↗Jiali You, Zhenwen Ren, Quansen Sun et al.9 citations
- Autonomous UAV Cinematography ↗Ioannis Pitas, Ioannis Mademlis9 citations
- Bidirectionally Learning Dense Spatio-temporal Feature Propagation Network for Unsupervised Video Object Segmentation ↗Jiaqing Fan, Tiankang Su, Kaihua Zhang et al.9 citations
- Complementary Graph Representation Learning for Functional Neuroimaging Identification ↗Rongyao Hu, Liang Peng, Jiangzhang Gan et al.9 citations
- Consistency-Contrast Learning for Conceptual Coding ↗Jianhui Chang, Jian Zhang, Youmin Xu et al.9 citations
- Content and Gradient Model-driven Deep Network for Single Image Reflection Removal ↗Yanan Zhang, Linlin Shen, Qiufu Li9 citations
- Cross-modal Semantic Alignment Pre-training for Vision-and-Language Navigation ↗Siying Wu, Xueyang Fu, Feng He Wu et al.9 citations
- Enhancing Image Rescaling using Dual Latent Variables in Invertible Neural Network ↗Min Zhang, Zhihong Pan, Xin Zhou et al.9 citations
- FastLTS: Non-Autoregressive End-to-End Unconstrained Lip-to-Speech Synthesis ↗Yongqi Wang, Zhou Li Zhao9 citations
- GetWild: A VR Editing System with AI-Generated 3D Object and Terrain ↗Shing Ming Wong, Chien-Wen Chen, Tse–Yu Pan et al.9 citations
- Global-Local Cross-View Fisher Discrimination for View-Invariant Action Recognition ↗Lingling Gao, Yanli Ji, Yang Yang et al.9 citations
- HEART: Towards Effective Hash Codes under Label Noise ↗Jinan Sun, Haixin Wang, Xiao Luo et al.9 citations
- Hybrid Conditional Deep Inverse Tone Mapping ↗Tong Shao, Deming Zhai, Junjun Jiang et al.9 citations
- Improving Fusion of Region Features and Grid Features via Two-Step Interaction for Image-Text Retrieval ↗Dongqing Wu, Huihui Li, Cang Gu et al.9 citations
- Learned Internet Congestion Control for Short Video Uploading ↗Tianchi Huang, Chao Zhou, Lianchen Jia et al.9 citations
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