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title: "ACM International Conference on Multimedia (ACM MM) 2022 —"
description: "All 829 papers of ACM International Conference on Multimedia (ACM MM) 2022 · page 3 of 9, the most cited first; those with our summary link to it."
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# ACM International Conference on Multimedia (ACM MM) 2022: all accepted papers

829 papers · page 3 of 9 · the most cited first · [← ACM International Conference on Multimedia (ACM MM) 2022](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-multimedia-acm-mm/2022/)

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201. **[Defeating DeepFakes via Adversarial Visual Reconstruction ↗](https://doi.org/10.1145/3503161.3547923)**Ziwen He, Wei Wang, Weinan Guan et al.*27 citations*
202. **[Few-shot X-ray Prohibited Item Detection: A Benchmark and Weak-feature Enhancement Network ↗](https://doi.org/10.1145/3503161.3548075)**Renshuai Tao, Tianbo Wang, Ziyang Wu et al.*27 citations*
203. **[Learning Smooth Representation for Multi-view Subspace Clustering ↗](https://doi.org/10.1145/3503161.3548248)**Shudong Huang, Yixi Liu, Yazhou Ren et al.*27 citations*
204. **[No-reference Omnidirectional Image Quality Assessment Based on Joint Network ↗](https://doi.org/10.1145/3503161.3548175)**Chaofan Zhang, Shiguang Liu*27 citations*
205. **[RCRN: Real-world Character Image Restoration Network via Skeleton Extraction ↗](https://doi.org/10.1145/3503161.3548344)**Daqian Shi, Xiaolei Diao, Hao Tang et al.*27 citations*
206. **[Semantics-Driven Generative Replay for Few-Shot Class Incremental Learning ↗](https://doi.org/10.1145/3503161.3548160)**Aishwarya Agarwal, Biplab Banerjee, Fabio Cuzzolin A et al.*27 citations*
207. **[Skeleton-based Action Recognition via Adaptive Cross-Form Learning ↗](https://doi.org/10.1145/3503161.3547811)**Xuanhan Wang, Yan Dai, Lianli Gao et al.*27 citations*
208. **[TFF-Former: Temporal-Frequency Fusion Transformer for Zero-training Decoding of Two BCI Tasks ↗](https://doi.org/10.1145/3503161.3548269)**Xujin Li, Wei Wei, Shuang Qiu et al.*27 citations*
209. **[The ACM Multimedia 2022 Computational Paralinguistics Challenge ↗](https://doi.org/10.1145/3503161.3551591)**Björn Wolfgang Schuller, Anton M. Batliner, Shahin Amiriparian et al.*27 citations*
210. **[Towards Unbiased Visual Emotion Recognition via Causal Intervention ↗](https://doi.org/10.1145/3503161.3547936)**Yuedong Chen, Xu Yang, Tat‐Jen Cham et al.*27 citations*
211. **[ChebyLighter: Optimal Curve Estimation for Low-light Image Enhancement ↗](https://doi.org/10.1145/3503161.3548135)**Jinwang Pan, Deming Zhai, Yuanchao Bai et al.*26 citations*
212. **[DSE-GAN: Dynamic Semantic Evolution Generative Adversarial Network for Text-to-Image Generation ↗](https://doi.org/10.1145/3503161.3547881)**Mengqi Huang, Zhendong Mao, Penghui Wang et al.*26 citations*
213. **[Delving Globally into Texture and Structure for Image Inpainting ↗](https://doi.org/10.1145/3503161.3548265)**Haipeng Liu, Yang Wang, Meng Wang et al.*26 citations*
214. **[Generating Transferable Adversarial Examples against Vision Transformers ↗](https://doi.org/10.1145/3503161.3547989)**Yuxuan Wang, Jiakai Wang, Zixin Yin et al.*26 citations*
215. **[Personality-Driven Social Multimedia Content Recommendation ↗](https://doi.org/10.1145/3503161.3548769)**Qi Yang, Sergey Nikolenko, Alfred Huang et al.*26 citations*
216. **[Point to Rectangle Matching for Image Text Retrieval ↗](https://doi.org/10.1145/3503161.3548237)**Zheng Wang, Zhenwei Gao, Xing Xu et al.*26 citations*
217. **[Source-Free Active Domain Adaptation via Energy-Based Locality Preserving Transfer ↗](https://doi.org/10.1145/3503161.3548152)**Xinyao Li, Zhekai Du, Jingjing Li et al.*26 citations*
218. **[Blind Robust Video Watermarking Based on Adaptive Region Selection and Channel Reference ↗](https://doi.org/10.1145/3503161.3548168)**Qinwei Chang, Leichao Huang, Shaoteng Liu et al.*25 citations*
219. **[Free-Lunch for Cross-Domain Few-Shot Learning: Style-Aware Episodic Training with Robust Contrastive Learning ↗](https://doi.org/10.1145/3503161.3547835)**Ji Zhang, Jingkuan Song, Lianli Gao et al.*25 citations*
220. **[HERO: HiErarchical spatio-tempoRal reasOning with Contrastive Action Correspondence for End-to-End Video Object Grounding ↗](https://doi.org/10.1145/3503161.3548333)**Mengze Li, Tianbao Wang, Haoyu Zhang et al.*25 citations*
221. **[Learning a Dynamic Cross-Modal Network for Multispectral Pedestrian Detection ↗](https://doi.org/10.1145/3503161.3547895)**Jin Xie, Rao Muhammad Anwer, Hisham Cholakkal et al.*25 citations*
222. **[Marior: Margin Removal and Iterative Content Rectification for Document Dewarping in the Wild ↗](https://doi.org/10.1145/3503161.3548214)**Jiaxin Zhang, Canjie Luo, Lianwen Jin et al.*25 citations*
223. **[Normalization-based Feature Selection and Restitution for Pan-sharpening ↗](https://doi.org/10.1145/3503161.3547774)**Man Zhou, Jie Huang, Keyu Yan et al.*25 citations*
224. **[Sophon: Super-Resolution Enhanced 360° Video Streaming with Visual Saliency-aware Prefetch ↗](https://doi.org/10.1145/3503161.3547750)**Jianxin Shi, Lingjun Pu, Xinjing Yuan et al.*25 citations*
225. **[Talking Head from Speech Audio using a Pre-trained Image Generator ↗](https://doi.org/10.1145/3503161.3548101)**Mohammed Alghamdi, He Wang, Andrew J. Bulpitt et al.*25 citations*
226. **[Bandwidth-Efficient Multi-video Prefetching for Short Video Streaming ↗](https://doi.org/10.1145/3503161.3551584)**Xutong Zuo, Yishu Li, Mohan Xu et al.*24 citations*
227. **[Early-Learning regularized Contrastive Learning for Cross-Modal Retrieval with Noisy Labels ↗](https://doi.org/10.1145/3503161.3548066)**Tianyuan Xu, Xueliang Liu, Zhen J. Huang et al.*24 citations*
228. **[Evidential Reasoning for Video Anomaly Detection ↗](https://doi.org/10.1145/3503161.3548091)**Che Sun, Yunde Jia, Yuwei Wu*24 citations*
229. **[Forcing the Whole Video as Background: An Adversarial Learning Strategy for Weakly Temporal Action Localization ↗](https://doi.org/10.1145/3503161.3548300)**Ziqiang Li, Yongxin Ge, Jiaruo Yu et al.*24 citations*
230. **[Learning-Based Video Coding with Joint Deep Compression and Enhancement ↗](https://doi.org/10.1145/3503161.3548314)**Tiesong Zhao, Weize Feng, Hongji Zeng et al.*24 citations*
231. **[Less is More ↗](https://doi.org/10.1145/3503161.3547978)**Yiran Wang, Zhiyu Pan, Xingyi Li et al.*24 citations*
232. **[MuSe 2022 Challenge ↗](https://doi.org/10.1145/3503161.3551792)**Shahin Amiriparian, Lukas Christ, Andreas Sebastian Konig et al.*24 citations*
233. **[PaCL: Part-level Contrastive Learning for Fine-grained Few-shot Image Classification ↗](https://doi.org/10.1145/3503161.3547997)**Chuanming Wang, Huiyuan Fu, Huadóng Ma*24 citations*
234. **[Phase-based Memory Network for Video Dehazing ↗](https://doi.org/10.1145/3503161.3547998)**Ye Liu, Liang Wan, Huazhu Fu et al.*24 citations*
235. **[Rail Detection: An Efficient Row-based Network and a New Benchmark ↗](https://doi.org/10.1145/3503161.3548050)**Xinpeng Li, Xiaojiang Peng*24 citations*
236. **[Real-time Streaming Video Denoising with Bidirectional Buffers ↗](https://doi.org/10.1145/3503161.3547934)**Chenyang Qi, Junming Chen, Xin Yang et al.*24 citations*
237. **[SIR-Former: Stereo Image Restoration Using Transformer ↗](https://doi.org/10.1145/3503161.3548177)**Zizheng Yang, Mingde Yao, Jie Huang et al.*24 citations*
238. **[Structure-Enhanced Pop Music Generation via Harmony-Aware Learning ↗](https://doi.org/10.1145/3503161.3548084)**Xueyao Zhang, Jinchao Zhang, Yao Qiu et al.*24 citations*
239. **[AggCast: Practical Cost-effective Scheduling for Large-scale Cloud-edge Crowdsourced Live Streaming ↗](https://doi.org/10.1145/3503161.3547807)**Rui-Xiao Zhang, Changpeng Yang, Xiaochan Wang et al.*23 citations*
240. **[CRNet: Unsupervised Color Retention Network for Blind Motion Deblurring ↗](https://doi.org/10.1145/3503161.3547962)**Suiyi Zhao, Zhao Zhang, Richang Hong et al.*23 citations*
241. **[DAM ↗](https://doi.org/10.1145/3503161.3551573)**Si-Ze Qian, Yuhong Xie, Zipeng Pan et al.*23 citations*
242. **[Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation ↗](https://doi.org/10.1145/3503161.3548114)**Junjie Li, Zilei Wang, Yuan Gao et al.*23 citations*
243. **[ME-D2N: Multi-Expert Domain Decompositional Network for Cross-Domain Few-Shot Learning ↗](https://doi.org/10.1145/3503161.3547995)**Yuqian Fu, Yu Huan Xie, Yanwei Fu et al.*23 citations*
244. **[Multimodal In-bed Pose and Shape Estimation under the Blankets ↗](https://doi.org/10.1145/3503161.3548063)**Yu Yin, Joseph P. Robinson, Yun Fu*23 citations*
245. **[Rethinking Optical Flow Methods for Micro-Expression Spotting ↗](https://doi.org/10.1145/3503161.3551602)**Yuan Chao Zhao, Xin Tong, Zichong Zhu et al.*23 citations*
246. **[Self-Paced Label Distribution Learning for In-The-Wild Facial Expression Recognition ↗](https://doi.org/10.1145/3503161.3547960)**Jianjian Shao, Zhenqian Wu, Yuanyan Luo et al.*23 citations*
247. **[Self-supervised Exclusive Learning for 3D Segmentation with Cross-Modal Unsupervised Domain Adaptation ↗](https://doi.org/10.1145/3503161.3547987)**Yachao Zhang, Miaoyu Li, Yuan Xie et al.*23 citations*
248. **[Sundial-GAN: A Cascade Generative Adversarial Networks Framework for Deciphering Oracle Bone Inscriptions ↗](https://doi.org/10.1145/3503161.3547925)**Xiang Chang, Fei Chao, Changjing Shang et al.*23 citations*
249. **[Symmetric Uncertainty-Aware Feature Transmission for Depth Super-Resolution ↗](https://doi.org/10.1145/3503161.3547873)**Wuxuan Shi, Mang Ye, Bo Du*23 citations*
250. **[TGDM: Target Guided Dynamic Mixup for Cross-Domain Few-Shot Learning ↗](https://doi.org/10.1145/3503161.3548052)**Linhai Zhuo, Yuqian Fu, Jingjing Chen et al.*23 citations*
251. **[VMRF: View Matching Neural Radiance Fields ↗](https://doi.org/10.1145/3503161.3548078)**Jiahui Zhang, Fangneng Zhan, Rongliang Wu et al.*23 citations*
252. **[A Feature-space Multimodal Data Augmentation Technique for Text-video Retrieval ↗](https://doi.org/10.1145/3503161.3548365)**Alex Falcon, Giuseppe Serra, Oswald Lanz*22 citations*
253. **[Integrating Object-aware and Interaction-aware Knowledge for Weakly Supervised Scene Graph Generation ↗](https://doi.org/10.1145/3503161.3548164)**Xingchen Li, Long Chen, Wenbo Ma et al.*22 citations*
254. **[JPEG Compression-aware Image Forgery Localization ↗](https://doi.org/10.1145/3503161.3547749)**Menglu Wang, Xueyang Fu, Jiawei Liu et al.*22 citations*
255. **[Long-Term Person Re-identification with Dramatic Appearance Change: Algorithm and Benchmark ↗](https://doi.org/10.1145/3503161.3548327)**Mengmeng Liu, Zhi Ma, Tao Li et al.*22 citations*
256. **[MEGC2022 ↗](https://doi.org/10.1145/3503161.3551601)**Jingting Li, Moi Hoon Yap, Wen-Huang Cheng et al.*22 citations*
257. **[ROMA: Cross-Domain Region Similarity Matching for Unpaired Nighttime Infrared to Daytime Visible Video Translation ↗](https://doi.org/10.1145/3503161.3548221)**Zhenjie Yu, Kai Chen, Shuang Li et al.*22 citations*
258. **[Rethinking the Reference-based Distinctive Image Captioning ↗](https://doi.org/10.1145/3503161.3548358)**Yangjun Mao, Long Chen, Zhihong Jiang et al.*22 citations*
259. **[Structure-Inferred Bi-level Model for Underwater Image Enhancement ↗](https://doi.org/10.1145/3503161.3548087)**Pan Mu, Haotian Qian, Cong Bai*22 citations*
260. **[TVFormer: Trajectory-guided Visual Quality Assessment on 360° Images with Transformers ↗](https://doi.org/10.1145/3503161.3547748)**Li Yang, Mai Xu, Tie Liu et al.*22 citations*
261. **[Video Moment Retrieval with Hierarchical Contrastive Learning ↗](https://doi.org/10.1145/3503161.3547963)**Bolin Zhang, Chao Yang, Bin Jiang et al.*22 citations*
262. **[You Can even Annotate Text with Voice: Transcription-only-Supervised Text Spotting ↗](https://doi.org/10.1145/3503161.3547787)**Jingqun Tang, Su Qiao, Benlei Cui et al.*22 citations*
263. **[A Textual-Visual-Entailment-based Unsupervised Algorithm for Cheapfake Detection ↗](https://doi.org/10.1145/3503161.3551596)**Quang-Tien Tran, Thanh-Phuc Tran, Minh-Son Dao et al.*21 citations*
264. **[Dual Part Discovery Network for Zero-Shot Learning ↗](https://doi.org/10.1145/3503161.3547889)**Jiannan Ge, Hongtao Xie, Shaobo Min et al.*21 citations*
265. **[EliMRec: Eliminating Single-modal Bias in Multimedia Recommendation ↗](https://doi.org/10.1145/3503161.3548404)**Xiaohao Liu, Zhulin Tao, Jiahong Shao et al.*21 citations*
266. **[Everything is There in Latent Space: Attribute Editing and Attribute Style Manipulation by StyleGAN Latent Space Exploration ↗](https://doi.org/10.1145/3503161.3547972)**Rishubh Parihar, Ankit Dhiman, Tejan Karmali et al.*21 citations*
267. **[FMNet: Frequency-Aware Modulation Network for SDR-to-HDR Translation ↗](https://doi.org/10.1145/3503161.3548016)**Gang Xu, Qibin Hou, Le Zhang et al.*21 citations*
268. **[Generalized Global Ranking-Aware Neural Architecture Ranker for Efficient Image Classifier Search ↗](https://doi.org/10.1145/3503161.3548149)**Bicheng Guo, Tao Chen, Shibo He et al.*21 citations*
269. **[Improved Deep Unsupervised Hashing via Prototypical Learning ↗](https://doi.org/10.1145/3503161.3548403)**Zeyu Ma, Wei Ju, Xiao Luo et al.*21 citations*
270. **[Label-Efficient Domain Generalization via Collaborative Exploration and Generalization ↗](https://doi.org/10.1145/3503161.3548059)**Junkun Yuan, Xu Ma, Defang Chen et al.*21 citations*
271. **[Learning Action-guided Spatio-temporal Transformer for Group Activity Recognition ↗](https://doi.org/10.1145/3503161.3547825)**Wei Li, Tianzhao Yang, Xiao Ying Wu et al.*21 citations*
272. **[Learning Occlusion-aware Coarse-to-Fine Depth Map for Self-supervised Monocular Depth Estimation ↗](https://doi.org/10.1145/3503161.3548381)**Zhengming Zhou, Qiulei Dong*21 citations*
273. **[Low Latency Live Streaming Implementation in DASH and HLS ↗](https://doi.org/10.1145/3503161.3548544)**Abdelhak Bentaleb, Zhengdao Zhan, Farzad Tashtarian et al.*21 citations*
274. **[Pyramidal Transformer with Conv-Patchify for Person Re-identification ↗](https://doi.org/10.1145/3503161.3548770)**He Li, Mang Ye, Cong Wang et al.*21 citations*
275. **[Robust Diversified Graph Contrastive Network for Incomplete Multi-view Clustering ↗](https://doi.org/10.1145/3503161.3547894)**Zhe Xue, Junping Du, Hai Yan Zhou et al.*21 citations*
276. **[Self-Supervised Graph Neural Network for Multi-Source Domain Adaptation ↗](https://doi.org/10.1145/3503161.3548121)**Jin Sha Yuan, Feng Hou, Yangzhou Du et al.*21 citations*
277. **[Towards Robust Video Object Segmentation with Adaptive Object Calibration ↗](https://doi.org/10.1145/3503161.3547824)**Xiaohao Xu, Jinglu Wang, Ming Xiang et al.*21 citations*
278. **[Adaptive Anti-Bottleneck Multi-Modal Graph Learning Network for Personalized Micro-video Recommendation ↗](https://doi.org/10.1145/3503161.3548420)**Desheng Cai, Shengsheng Qian, Quan Fang et al.*20 citations*
279. **[Comprehensive Relationship Reasoning for Composed Query Based Image Retrieval ↗](https://doi.org/10.1145/3503161.3548126)**Feifei Zhang, Ming Yan, Ji Zhang et al.*20 citations*
280. **[CrossNet: Boosting Crowd Counting with Localization ↗](https://doi.org/10.1145/3503161.3547863)**Ji Zhang, Zhi-Qi Cheng, Xiao Ying Wu et al.*20 citations*
281. **[Crossmodal Few-shot 3D Point Cloud Semantic Segmentation ↗](https://doi.org/10.1145/3503161.3548251)**Ziyu Zhao, Zhenyao Wu, Xinyi Wu et al.*20 citations*
282. **[Decoupling Recognition from Detection: Single Shot Self-Reliant Scene Text Spotter ↗](https://doi.org/10.1145/3503161.3548266)**Jingjing Wu, Pengyuan Lyu, Guangming Lu et al.*20 citations*
283. **[Deeply Exploit Visual and Language Information for Social Media Popularity Prediction ↗](https://doi.org/10.1145/3503161.3551576)**Jianmin Wu, Liming Zhao, Dangwei Li et al.*20 citations*
284. **[Dual Contrastive Learning for Spatio-temporal Representation ↗](https://doi.org/10.1145/3503161.3547783)**Shuangrui Ding, Rui Qian, Hongkai Xiong*20 citations*
285. **[Face Forgery Detection via Symmetric Transformer ↗](https://doi.org/10.1145/3503161.3547806)**Luchuan Song, Xiaodan Li, Zheng Fang et al.*20 citations*
286. **[Multi-Camera Collaborative Depth Prediction via Consistent Structure Estimation ↗](https://doi.org/10.1145/3503161.3548394)**Jialei Xu, Xianming Liu, Yuanchao Bai et al.*20 citations*
287. **[PIA: Parallel Architecture with Illumination Allocator for Joint Enhancement and Detection in Low-Light ↗](https://doi.org/10.1145/3503161.3548041)**Tengyu Ma, Long Ma, Xin Fan et al.*20 citations*
288. **[Tracking Game: Self-adaptative Agent based Multi-object Tracking ↗](https://doi.org/10.1145/3503161.3548231)**Shuai Wang, Da Yang, Yubin Wu et al.*20 citations*
289. **[Adaptive Transformer-Based Conditioned Variational Autoencoder for Incomplete Social Event Classification ↗](https://doi.org/10.1145/3503161.3548128)**Zhangming Li, Shengsheng Qian, Jie Cao et al.*19 citations*
290. **[DS-MVSNet: Unsupervised Multi-view Stereo via Depth Synthesis ↗](https://doi.org/10.1145/3503161.3548352)**Jingliang Li, Zhengda Lu, Yiqun Wang et al.*19 citations*
291. **[Defending Physical Adversarial Attack on Object Detection via Adversarial Patch-Feature Energy ↗](https://doi.org/10.1145/3503161.3548362)**Taeheon Kim, Youngjoon Yu, Yong Man Ro*19 citations*
292. **[Depth-inspired Label Mining for Unsupervised RGB-D Salient Object Detection ↗](https://doi.org/10.1145/3503161.3548037)**Teng Yang, Yue Wang, Lu Zhang et al.*19 citations*
293. **[Dream Painter: An Interactive Art Installation Bridging Audience Interaction, Robotics, and Creative AI ↗](https://doi.org/10.1145/3503161.3549976)**Varvara Guljajeva, Mar Canet Solà*19 citations*
294. **[Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation ↗](https://doi.org/10.1145/3503161.3547802)**Yupei Lin, Sen Zhang, Tianshui Chen et al.*19 citations*
295. **[Image Generation Network for Covert Transmission in Online Social Network ↗](https://doi.org/10.1145/3503161.3548139)**Zhengxin You, Qichao Ying, Sheng Li et al.*19 citations*
296. **[Keypoint-Guided Modality-Invariant Discriminative Learning for Visible-Infrared Person Re-identification ↗](https://doi.org/10.1145/3503161.3547975)**Tengfei Liang, Yi Jin, Wu Liu et al.*19 citations*
297. **[Learnable Privacy-Preserving Anonymization for Pedestrian Images ↗](https://doi.org/10.1145/3503161.3548766)**Junwu Zhang, Mang Ye, Yaowen Yang*19 citations*
298. **[Making The Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation ↗](https://doi.org/10.1145/3503161.3548229)**Wenxuan Ma, Jinming Zhang, Shuang Li et al.*19 citations*
299. **[Neural Network Model Protection with Piracy Identification and Tampering Localization Capability ↗](https://doi.org/10.1145/3503161.3548247)**Cheng Xiong, Guorui Feng, Xinran Li et al.*19 citations*
300. **[On Leveraging Variational Graph Embeddings for Open World Compositional Zero-Shot Learning ↗](https://doi.org/10.1145/3503161.3547798)**Muhammad Umer Anwaar, Zhihui Pan, Martin Kleinsteuber*19 citations*

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