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ORCIDRoger Zimmermann
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- affiliation: National University of Singapore (NUS)
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2020 – today
- 2023
[j91]Zhenguang Liu, Roger Zimmermann, Li Cheng:
Special issue on human-centric intelligent multimedia understanding. Multim. Syst. 29(2): 457-458 (2023)- [j90]Yuxuan Liang
, Kun Ouyang, Yiwei Wang, Zheyi Pan, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann:
Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting. IEEE Trans. Knowl. Data Eng. 35(9): 9254-9268 (2023) - [j89]Farzad Tashtarian, Abdelhak Bentaleb, Alireza R. Erfanian, Hermann Hellwagner, Christian Timmerer, Roger Zimmermann:
$\mathsf{HxL3}$: Optimized Delivery Architecture for HTTP Low-Latency Live Streaming. IEEE Trans. Multim. 25: 2585-2600 (2023) - [c240]Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann:
AirFormer: Predicting Nationwide Air Quality in China with Transformers. AAAI 2023: 14329-14337 - [c239]Chunyi Li, May Lim, Abdelhak Bentaleb, Roger Zimmermann:
A Real-Time Blind Quality-of-Experience Assessment Metric for HTTP Adaptive Streaming. ICME 2023: 1661-1666 - [c238]Abdelhak Bentaleb, May Lim, Mehmet N. Akcay, Ali C. Begen, Roger Zimmermann:
Meta Reinforcement Learning for Rate Adaptation. INFOCOM 2023: 1-10 - [c237]Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Hongyang Chen, Yu Zheng, Roger Zimmermann:
Graph Neural Processes for Spatio-Temporal Extrapolation. KDD 2023: 752-763 - [c236]Tiancong Cheng, Ying Zhang, Yifang Yin, Roger Zimmermann, Zhiwen Yu, Bin Guo:
A Multi-Teacher Assisted Knowledge Distillation Approach for Enhanced Face Image Authentication. ICMR 2023: 135-143 - [c235]Ying Zhang, Lilei Zheng, Vrizlynn L. L. Thing, Roger Zimmermann, Bin Guo, Zhiwen Yu:
FaceLivePlus: A Unified System for Face Liveness Detection and Face Verification. ICMR 2023: 144-152 - [c234]Wenmiao Hu, Yichen Zhang, Yuxuan Liang, Xianjing Han, Yifang Yin, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann:
PetalView: Fine-grained Location and Orientation Extraction of Street-view Images via Cross-view Local Search. ACM Multimedia 2023: 56-66 - [c233]Zhenguang Liu, Xinyang Yu, Ruili Wang, Shuai Ye, Zhe Ma, Jianfeng Dong, Sifeng He, Feng Qian, Xiaobo Zhang, Roger Zimmermann, Lei Yang:
Video Infringement Detection via Feature Disentanglement and Mutual Information Maximization. ACM Multimedia 2023: 144-152 - [c232]Yichen Zhang, Yifang Yin, Ying Zhang, Zhenguang Liu, Zheng Wang, Roger Zimmermann:
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection. ACM Multimedia 2023: 1504-1514 - [c231]Farzad Tashtarian, Abdelhak Bentaleb, Hadi Amirpour, Babak Taraghi, Christian Timmerer, Hermann Hellwagner, Roger Zimmermann:
LALISA: Adaptive Bitrate Ladder Optimization in HTTP-based Adaptive Live Streaming. NOMS 2023: 1-9 - [i55]Xu Liu, Yuxuan Liang, Chao Huang, Hengchang Hu, Yushi Cao, Bryan Hooi, Roger Zimmermann:
Do We Really Need Graph Neural Networks for Traffic Forecasting? CoRR abs/2301.12603 (2023) - [i54]Haomin Wen, Youfang Lin, Yutong Xia, Huaiyu Wan, Roger Zimmermann, Yuxuan Liang:
DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models. CoRR abs/2301.13629 (2023) - [i53]Chunyi Li, May Lim, Abdelhak Bentaleb, Roger Zimmermann:
A real-time blind quality-of-experience assessment metric for HTTP adaptive streaming. CoRR abs/2303.09818 (2023) - [i52]Xinhui Huang, Chunyi Li, Abdelhak Bentaleb, Roger Zimmermann, Guangtao Zhai:
XGC-VQA: A unified video quality assessment model for User, Professionally, and Occupationally-Generated Content. CoRR abs/2303.13859 (2023) - [i51]Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Hongyang Chen, Yu Zheng, Roger Zimmermann:
Graph Neural Processes for Spatio-Temporal Extrapolation. CoRR abs/2305.18719 (2023) - [i50]Xu Liu, Yutong Xia, Yuxuan Liang, Junfeng Hu, Yiwei Wang, Lei Bai, Chao Huang, Zhenguang Liu, Bryan Hooi, Roger Zimmermann:
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting. CoRR abs/2306.08259 (2023) - [i49]Lixia Wu, Haomin Wen, Haoyuan Hu, Xiaowei Mao, Yutong Xia, Ergang Shan, Jianbin Zheng, Junhong Lou, Yuxuan Liang, Liuqing Yang, Roger Zimmermann, Youfang Lin, Huaiyu Wan:
LaDe: The First Comprehensive Last-mile Delivery Dataset from Industry. CoRR abs/2306.10675 (2023) - [i48]Wenmiao Hu, Yichen Zhang, Yuxuan Liang, Yifang Yin, Andrei Georgescu, An Tran, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann:
Beyond Geo-localization: Fine-grained Orientation of Street-view Images by Cross-view Matching with Satellite Imagery with Supplementary Materials. CoRR abs/2307.03398 (2023) - [i47]Meng Wei, Long Chen, Wei Ji, Xiaoyu Yue, Roger Zimmermann:
In Defense of Clip-based Video Relation Detection. CoRR abs/2307.08984 (2023) - [i46]Li Li, Wei Ji, Yiming Wu, Mengze Li, You Qin, Lina Wei, Roger Zimmermann:
Panoptic Scene Graph Generation with Semantics-prototype Learning. CoRR abs/2307.15567 (2023) - [i45]Yichen Zhang, Yifang Yin, Ying Zhang, Zhenguang Liu, Zheng Wang, Roger Zimmermann:
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection. CoRR abs/2308.09983 (2023) - [i44]Qiu Zhou, Jinming Cao, Hanchao Leng, Yifang Yin, Yu Kun, Roger Zimmermann:
SOGDet: Semantic-Occupancy Guided Multi-view 3D Object Detection. CoRR abs/2308.13794 (2023) - [i43]Haomin Wen, Youfang Lin, Lixia Wu, Xiaowei Mao, Tianyue Cai, Yunfeng Hou, Shengnan Guo, Yuxuan Liang, Guangyin Jin, Yiji Zhao, Roger Zimmermann, Jieping Ye, Huaiyu Wan:
A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects. CoRR abs/2309.01194 (2023) - [i42]Zhenguang Liu, Xinyang Yu, Ruili Wang, Shuai Ye, Zhe Ma, Jianfeng Dong, Sifeng He, Feng Qian, Xiaobo Zhang, Roger Zimmermann, Lei Yang:
Video Infringement Detection via Feature Disentanglement and Mutual Information Maximization. CoRR abs/2309.06877 (2023) - [i41]Yutong Xia, Yuxuan Liang, Haomin Wen, Xu Liu, Kun Wang, Zhengyang Zhou, Roger Zimmermann:
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment. CoRR abs/2309.13378 (2023) - [i40]Wei Ji, Li Li, Hao Fei, Xiangyan Liu, Xun Yang, Juncheng Li, Roger Zimmermann:
Towards Complex-query Referring Image Segmentation: A Novel Benchmark. CoRR abs/2309.17205 (2023) - [i39]Abdelhak Bentaleb, May Lim, Mehmet N. Akcay, Ali C. Begen, Sarra Hammoudi, Roger Zimmermann:
Toward One-Second Latency: Evolution of Live Media Streaming. CoRR abs/2310.03256 (2023) - [i38]Li Li, You Qin, Wei Ji, Yuxiao Zhou, Roger Zimmermann:
Domain-wise Invariant Learning for Panoptic Scene Graph Generation. CoRR abs/2310.05867 (2023) - [i37]Xu Liu, Junfeng Hu, Yuan Li, Shizhe Diao, Yuxuan Liang, Bryan Hooi, Roger Zimmermann:
UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting. CoRR abs/2310.09751 (2023) - [i36]Junfeng Hu, Xu Liu, Zhencheng Fan, Yuxuan Liang, Roger Zimmermann:
Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph Learning. CoRR abs/2310.17360 (2023) - [i35]Yibo Yan, Haomin Wen, Siru Zhong, Wei Chen, Haodong Chen, Qingsong Wen, Roger Zimmermann, Yuxuan Liang:
When Urban Region Profiling Meets Large Language Models. CoRR abs/2310.18340 (2023) - 2022
- [j88]Yoojin An, Sangyeon Kim, Yuxuan Liang, Roger Zimmermann, Dongho Kim, Jihie Kim:
Content-Attribute Disentanglement for Generalized Zero-Shot Learning. IEEE Access 10: 58320-58331 (2022) - [j87]Ying Zhang, Yonit Zall, Ronen Nissim, Satyam, Roger Zimmermann:
Evaluation of a new dataset for visual detection of cervical precancerous lesions. Expert Syst. Appl. 190: 116048 (2022) - [j86]Xue Wang, Runyang Feng, Haoming Chen, Roger Zimmermann, Zhenguang Liu, Hengchang Liu:
Personalized motion kernel learning for human pose estimation. Int. J. Intell. Syst. 37(9): 5859-5879 (2022) - [j85]Nitya Lakshmanan, Abdelhak Bentaleb, Byoungjun Choi, Roger Zimmermann, Jun Han, Min Suk Kang:
On Privacy Risks of Watching YouTube over Cellular Networks with Carrier Aggregation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(1): 19:1-19:22 (2022) - [j84]Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh:
Multimodal research in vision and language: A review of current and emerging trends. Inf. Fusion 77: 149-171 (2022) - [j83]Yankai Wang, Song Gao, Shilong Wang, Roger Zimmermann:
An Adaptive Multiobjective Multitask Service Composition Approach Considering Practical Constraints in Fog Manufacturing. IEEE Trans. Ind. Informatics 18(10): 6756-6766 (2022) - [j82]Yifang Yin, Ying Zhang, Zhenguang Liu, Sheng Wang, Rajiv Ratn Shah, Roger Zimmermann:
GPS2Vec: Pre-Trained Semantic Embeddings for Worldwide GPS Coordinates. IEEE Trans. Multim. 24: 890-903 (2022) - [j81]Abdelhak Bentaleb, Mehmet N. Akcay, May Lim, Ali C. Begen, Roger Zimmermann:
Catching the Moment With LoL$^+$ in Twitch-Like Low-Latency Live Streaming Platforms. IEEE Trans. Multim. 24: 2300-2314 (2022) - [c230]Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann, Soujanya Poria:
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer. ACL (1) 2022: 416-431 - [c229]Yuxuan Liang, Kun Ouyang, Yiwei Wang, Xu Liu, Hongyang Chen, Junbo Zhang, Yu Zheng, Roger Zimmermann:
TrajFormer: Efficient Trajectory Classification with Transformers. CIKM 2022: 1229-1237 - [c228]Minh Nguyen, Babak Taraghi, Abdelhak Bentaleb, Roger Zimmermann, Christian Timmerer:
CADLAD: Device-aware Bitrate Ladder Construction for HTTP Adaptive Streaming. CNSM 2022: 198-204 - [c227]Yuxuan Liang, Pan Zhou, Roger Zimmermann, Shuicheng Yan:
DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition. ECCV (34) 2022: 577-595 - [c226]Xu Liu, Yuxuan Liang, Chao Huang, Yu Zheng, Bryan Hooi, Roger Zimmermann:
When do contrastive learning signals help spatio-temporal graph forecasting? SIGSPATIAL/GIS 2022: 5:1-5:12 - [c225]Reza Farahani, Abdelhak Bentaleb, Ekrem Çetinkaya, Christian Timmerer, Roger Zimmermann, Hermann Hellwagner:
Hybrid P2P-CDN Architecture for Live Video Streaming: An Online Learning Approach. GLOBECOM 2022: 1911-1917 - [c224]Junfeng Hu, Chengxin Wang, Ying Zhang, Li Liu, Yifang Yin, Roger Zimmermann:
Parallel Edge-Image Learning for Image Inpainting. ICME 2022: 1-6 - [c223]Yichen Zhang, Yifang Yin, Ying Zhang, Roger Zimmermann:
Mix-Up Self-Supervised Learning for Contrast-Agnostic Applications. ICME 2022: 1-6 - [c222]May Lim, Mehmet N. Akcay, Abdelhak Bentaleb, Ali C. Begen, Roger Zimmermann:
The benefits of server hinting when DASHing or HLSing. MHV 2022: 52-55 - [c221]Reza Farahani, Hadi Amirpour, Farzad Tashtarian, Abdelhak Bentaleb, Christian Timmerer, Hermann Hellwagner, Roger Zimmermann:
RICHTER: hybrid P2P-CDN architecture for low latency live video streaming. MHV 2022: 87-88 - [c220]Babak Taraghi, Abdelhak Bentaleb, Christian Timmerer, Roger Zimmermann, Hermann Hellwagner:
CAdViSE or how to find the sweet spots of ABR systems. MHV 2022: 94 - [c219]Wenmiao Hu, Yichen Zhang, Yuxuan Liang, Yifang Yin, Andrei Georgescu, An Tran, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann:
Beyond Geo-localization: Fine-grained Orientation of Street-view Images by Cross-view Matching with Satellite Imagery. ACM Multimedia 2022: 6155-6164 - [c218]Abdelhak Bentaleb, Zhengdao Zhan, Farzad Tashtarian, May Lim, Saad Harous, Christian Timmerer, Hermann Hellwagner, Roger Zimmermann:
Low Latency Live Streaming Implementation in DASH and HLS. ACM Multimedia 2022: 7343-7346 - [c217]Devamanyu Hazarika, Yingting Li, Bo Cheng, Shuai Zhao, Roger Zimmermann, Soujanya Poria:
Analyzing Modality Robustness in Multimodal Sentiment Analysis. NAACL-HLT 2022: 685-696 - [c216]Yifang Yin, Wenmiao Hu, An Tran, Hannes Kruppa, Roger Zimmermann, See-Kiong Ng:
A Context-enriched Satellite Imagery Dataset and an Approach for Parking Lot Detection. WACV 2022: 1391-1400 - [i34]Yichen Zhang, Yifang Yin, Ying Zhang, Roger Zimmermann:
Mix-up Self-Supervised Learning for Contrast-agnostic Applications. CoRR abs/2204.00901 (2022) - [i33]Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann, Soujanya Poria:
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer. CoRR abs/2205.04093 (2022) - [i32]Devamanyu Hazarika, Yingting Li, Bo Cheng, Shuai Zhao, Roger Zimmermann, Soujanya Poria:
Analyzing Modality Robustness in Multimodal Sentiment Analysis. CoRR abs/2205.15465 (2022) - [i31]Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann:
AirFormer: Predicting Nationwide Air Quality in China with Transformers. CoRR abs/2211.15979 (2022) - 2021
- [j80]Meng-Jiun Chiou, Roger Zimmermann, Jiashi Feng:
Visual Relationship Detection With Visual-Linguistic Knowledge From Multimodal Representations. IEEE Access 9: 50441-50451 (2021) - [j79]Ali C. Begen, Abdelhak Bentaleb, Daniel Silhavy, Stefan Pham, Roger Zimmermann, Will Law:
Road to Salvation: Streaming Clients and Content Delivery Networks Working Together. IEEE Commun. Mag. 59(11): 123-128 (2021) - [j78]Devamanyu Hazarika, Soujanya Poria, Roger Zimmermann, Rada Mihalcea:
Conversational transfer learning for emotion recognition. Inf. Fusion 65: 1-12 (2021) - [j77]Jinyeong Chae, Roger Zimmermann, Dongho Kim, Jihie Kim:
Attentive Transfer Learning via Self-supervisedLearning for Cervical Dysplasia Diagnosis. J. Inf. Process. Syst. 17(3): 453-461 (2021) - [j76]Abdelhak Bentaleb, Ali C. Begen, Saad Harous, Roger Zimmermann:
Data-Driven Bandwidth Prediction Models and Automated Model Selection for Low Latency. IEEE Trans. Multim. 23: 2588-2601 (2021) - [c215]Ying Zhang, Yifang Yin, Zhenguang Liu, Roger Zimmermann:
A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis. AAAI 2021: 733-740 - [c214]Yifang Yin, Harsh Shrivastava, Ying Zhang, Zhenguang Liu, Rajiv Ratn Shah, Roger Zimmermann:
Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning. AAAI 2021: 10709-10717 - [c213]Wenmiao Hu, Yifang Yin, Ying Kiat Tan, An Tran, Hannes Kruppa, Roger Zimmermann:
GeoPalette: Road Segmentation with Limited Satellite Imagery. SIGSPATIAL/GIS 2021: 95-98 - [c212]Yifang Yin, An Tran, Ying Zhang, Wenmiao Hu, Guanfeng Wang, Jagannadan Varadarajan, Roger Zimmermann, See-Kiong Ng:
Multimodal Fusion of Satellite Images and Crowdsourced GPS Traces for Robust Road Attribute Detection. SIGSPATIAL/GIS 2021: 107-116 - [c211]Farzad Tashtarian, R. Falanji, Abdelhak Bentaleb, Alireza R. Erfanian, P. S. Mashhadi, Christian Timmerer, Hermann Hellwagner, Roger Zimmermann:
Quality Optimization of Live Streaming Services over HTTP with Reinforcement Learning. GLOBECOM 2021: 1-6 - [c210]Aradhya Neeraj Mathur, Devansh Batra, Yaman Kumar Singla, Rajiv Ratn Shah, Changyou Chen, Roger Zimmermann:
LIFI: Towards Linguistically Informed Frame Interpolation. ICASSP 2021: 7593-7597 - [c209]Toshal Patel, Alvin Yan Hong Yao, Yu Qiang, Wei Tsang Ooi, Roger Zimmermann:
Multi-Camera Video Scene Graphs for Surveillance Videos Indexing and Retrieval. ICIP 2021: 2383-2387 - [c208]Yuxuan Liang, Kun Ouyang, Hanshu Yan, Yiwei Wang, Zekun Tong, Roger Zimmermann:
Modeling Trajectories with Neural Ordinary Differential Equations. IJCAI 2021: 1498-1504 - [c207]Jinyeong Chae, Ying Zhang, Roger Zimmermann, Dongho Kim, Jihie Kim:
An Attention-Based Deep Learning Model with Interpretable Patch-Weight Sharing for Diagnosing Cervical Dysplasia. IntelliSys (3) 2021: 634-642 - [c206]Farzad Tashtarian, Abdelhak Bentaleb, Reza Farahani, Minh Nguyen, Christian Timmerer, Hermann Hellwagner, Roger Zimmermann:
A Distributed Delivery Architecture for User Generated Content Live Streaming over HTTP. LCN 2021: 162-169 - [c205]Meng-Jiun Chiou, Chun-Yu Liao, Li-Wei Wang, Roger Zimmermann, Jiashi Feng:
ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in Videos. ICDAR@ICMR 2021: 9-17 - [c204]Yifang Yin, Ying Zhang, Zhenguang Liu, Yuxuan Liang, Sheng Wang, Rajiv Ratn Shah, Roger Zimmermann:
Learning Multi-context Aware Location Representations from Large-scale Geotagged Images. ACM Multimedia 2021: 899-907 - [c203]Meng-Jiun Chiou, Henghui Ding, Hanshu Yan, Changhu Wang, Roger Zimmermann, Jiashi Feng:
Recovering the Unbiased Scene Graphs from the Biased Ones. ACM Multimedia 2021: 1581-1590 - [c202]Praveen Kumar Yadav, Abdelhak Bentaleb, May Lim, Junyi Huang, Wei Tsang Ooi, Roger Zimmermann:
Playing chunk-transferred DASH segments at low latency with QLive. MMSys 2021: 51-64 - [c201]Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann:
Domain Divergences: A Survey and Empirical Analysis. NAACL-HLT 2021: 1830-1849 - [c200]Abdelhak Bentaleb, May Lim, Mehmet N. Akcay, Ali C. Begen, Roger Zimmermann:
Common media client data (CMCD): initial findings. NOSSDAV 2021: 25-33 - [c199]Babak Taraghi, Abdelhak Bentaleb, Christian Timmerer, Roger Zimmermann, Hermann Hellwagner:
Understanding quality of experience of heuristic-based HTTP adaptive bitrate algorithms. NOSSDAV 2021: 82-89 - [c198]Yuxuan Liang, Kun Ouyang, Junkai Sun, Yiwei Wang, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann:
Fine-Grained Urban Flow Prediction. WWW 2021: 1833-1845 - [i30]Rajaswa Patil, Yaman Kumar Singla, Rajiv Ratn Shah, Mika Hama, Roger Zimmermann:
Towards Modelling Coherence in Spoken Discourse. CoRR abs/2101.00056 (2021) - [i29]Meng-Jiun Chiou, Chun-Yu Liao, Li-Wei Wang, Roger Zimmermann, Jiashi Feng:
ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in Videos. CoRR abs/2105.11731 (2021) - [i28]Meng-Jiun Chiou, Henghui Ding, Hanshu Yan, Changhu Wang, Roger Zimmermann, Jiashi Feng:
Recovering the Unbiased Scene Graphs from the Biased Ones. CoRR abs/2107.02112 (2021) - [i27]Xu Liu, Yuxuan Liang, Yu Zheng, Bryan Hooi, Roger Zimmermann:
Spatio-Temporal Graph Contrastive Learning. CoRR abs/2108.11873 (2021) - [i26]Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Yifang Yin, Ying Zhang, Roger Zimmermann:
Decoupling Long- and Short-Term Patterns in Spatiotemporal Inference. CoRR abs/2109.09506 (2021) - [i25]Yuxuan Liang, Pan Zhou, Roger Zimmermann, Shuicheng Yan:
DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition. CoRR abs/2112.04674 (2021) - 2020
- [j75]Peng Qian, Zhenguang Liu, Qinming He, Roger Zimmermann, Xun Wang:
Towards Automated Reentrancy Detection for Smart Contracts Based on Sequential Models. IEEE Access 8: 19685-19695 (2020) - [j74]Ying Zhang, Yifang Yin, Roger Zimmermann, Guanfeng Wang, Jagannadan Varadarajan, See-Kiong Ng:
An Enhanced GAN Model for Automatic Satellite-to-Map Image Conversion. IEEE Access 8: 176704-176716 (2020) - [j73]Luming Zhang, Jianwei Yin, Ping Li, Yongheng Shang, Roger Zimmermann, Ling Shao:
Flickr Image Community Analytics by Deep Noise-Refined Matrix Factorization. IEEE Trans. Multim. 22(5): 1273-1284 (2020) - [j72]Abdelhak Bentaleb, Praveen Kumar Yadav, Wei Tsang Ooi, Roger Zimmermann:
DQ-DASH: A Queuing Theory Approach to Distributed Adaptive Video Streaming. ACM Trans. Multim. Comput. Commun. Appl. 16(1): 4:1-4:24 (2020) - [j71]Abdelhak Bentaleb, Christian Timmerer, Ali C. Begen, Roger Zimmermann:
Performance Analysis of ACTE: A Bandwidth Prediction Method for Low-latency Chunked Streaming. ACM Trans. Multim. Comput. Commun. Appl. 16(2s): 69:1-69:24 (2020) - [c197]Dilruk Perera, Roger Zimmermann:
Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data. AAAI 2020: 189-197 - [c196]Yaman Kumar, Dhruva Sahrawat, Shubham Maheshwari, Debanjan Mahata, Amanda Stent, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann:
Harnessing GANs for Zero-Shot Learning of New Classes in Visual Speech Recognition. AAAI 2020: 2645-2652 - [c195]Jagriti Sikka, Kushal Satya, Yaman Kumar, Shagun Uppal, Rajiv Ratn Shah, Roger Zimmermann:
Learning Based Methods for Code Runtime Complexity Prediction. ECIR (1) 2020: 313-325 - [c194]Dhruva Sahrawat, Debanjan Mahata, Haimin Zhang, Mayank Kulkarni, Agniv Sharma, Rakesh Gosangi, Amanda Stent, Yaman Kumar, Rajiv Ratn Shah, Roger Zimmermann:
Keyphrase Extraction as Sequence Labeling Using Contextualized Embeddings. ECIR (2) 2020: 328-335 - [c193]Zhengmin Xu, Yifang Yin, Chengcheng Dai, Xiaocheng Huang, Robinson Kudali, Jinal Foflia, Guanfeng Wang, Roger Zimmermann:
Grab-Posisi-L: A Labelled GPS Trajectory Dataset for Map Matching in Southeast Asia. SIGSPATIAL/GIS 2020: 171-174 - [c192]Harsh Shrivastava, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann:
Mt-Gcn For Multi-Label Audio Tagging With Noisy Labels. ICASSP 2020: 136-140 - [c191]Ramit Sawhney, Puneet Mathur, Ayush Mangal, Piyush Khanna, Rajiv Ratn Shah, Roger Zimmermann:
Multimodal Multi-Task Financial Risk Forecasting. ACM Multimedia 2020: 456-465 - [c190]Devamanyu Hazarika, Roger Zimmermann, Soujanya Poria:
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis. ACM Multimedia 2020: 1122-1131 - [c189]Meng-Jiun Chiou, Zhenguang Liu, Yifang Yin, An-An Liu, Roger Zimmermann:
Zero-Shot Multi-View Indoor Localization via Graph Location Networks. ACM Multimedia 2020: 3431-3440 - [c188]May Lim, Mehmet N. Akcay, Abdelhak Bentaleb, Ali C. Begen, Roger Zimmermann:
When they go high, we go low: low-latency live streaming in dash.js with LoL. MMSys 2020: 321-326 - [c187]Yifang Yin, Jagannadan Varadarajan, Guanfeng Wang, Xueou Wang, Dhruva Sahrawat, Roger Zimmermann, See-Kiong Ng:
A Multi-task Learning Framework for Road Attribute Updating via Joint Analysis of Map Data and GPS Traces. WWW 2020: 2662-2668 - [e8]Chang Wen Chen, Rita Cucchiara, Xian-Sheng Hua, Guo-Jun Qi, Elisa Ricci, Zhengyou Zhang, Roger Zimmermann:
MM '20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020. ACM 2020, ISBN 978-1-4503-7988-5 [contents] - [i24]