��,!����ʛoz�PK�K��a���Y(#��P�,�����5\� �!�ع� �7��>4�;1��v��U*3�� ���|ܺ�G�B5P�H] ���` �@��FG$�"��r���l E���p�Z�.wBQ8|��l ۷@��9��s�������ӆ.I�(������"��!TU���-C�qD+ Attention Transfer (ANT) Network for View-invariant Action Recognition On Learning Disentangled Representation for Acoustic Event Detection Everybody can access it for three more weeks, even if they do not have paid access to ACM … Multimodal Deep Denoise Framework for Affective Video Content Analysis Stereoscopic Visual Discomfort Prediction Using Multi-scale DCT Features Fast Non-Local Neural Networks with Spectral Residual Learning Lightweight Image Super-Resolution with Information Multi-distillation Network Optimized Skeleton-based Action Recognition via Sparsified Graph Regression Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendation M2E-Try On Net: Fashion from Model to Everyone � ս�v۶�8�w��yD{��nEQ�%_c�(�'��r��I�DBl�dx���y��k|O��@��آ�{�^,^@`0�����?�_�p�wPn��n��@D�Y}�":(��:1v Stacked Memory Network for Video Summarization Mixed-dish Recognition with Contextual Relation Network Virtually Trying on New Clothing with Arbitrary Poses DADNet: Dilated-Attention-Deformable ConvNet for Crowd Counting Comp-GAN: Compositional Generative Adversarial Network in Synthesizing and Recognizing Facial Expression ACM Multimedia 2021: Call for Reproducibility Papers. Adaptive Feature Fusion via Graph Neural Network for Person Re-identification Deep Hashing by Discriminating Hard Examples In 2020, it is to be held virtually due to covid-19 pandemic. An Attentional-LSTM for Improved Classification of Brain Activities Evoked by Images Asynchronous Tracking-by-Detection on Adaptive Time Surfaces for Event-based Object Tracking CACA: Learning-based Content-Aware Cache Admission for Video Content in Edge Caching, Modality-aware Collaborative Learning for Visible Thermal Person Re-Identification D.�=+���y7R��k�����d������;dF����9Re�C"�4� ���*���!��%��K6���1 �8� �� ����P�Kz̦� Navigation Graph for Tiled Media Streaming Attacking Gait Recognition Systems via Silhouette Guided GANs In a previous blog post I mentioned the one that can recommend make-ups: it was the winner of this year. The introduction of areas allows the community to solicit papers from a wide range of timely multimedia-related topics. Long Short-Term Relation Networks for Video Action Detection Imbalance-aware Pairwise Constraint Propagation Accepted Papers and Proceedings Proceedings. TC-Net for iSBIR: Triplet Classification Network for Instance-level Sketch Based Image Retrieval All papers will be presented as poster (A0 portrait). Impact of Saliency and Gaze Features on Visual Control: Gaze-Saliency Interest Estimator Register today Xavier Alameda-Pineda, Yan Yan (University of Trento, Italy), Elisa Ricci, Oswald Lanz (Fondazione Bruno … Video Retargeting: Trade-off between Content Preservation and Spatio-temporal Consistency ����>���@�W���6+�HX��vwYus����7W�}�s`�&�%c��H�{�ZTo���e1,z�^1(��`�|���KJ��;��p>��}�� ���w��V�h��>����~�q���a�=�|��H/���Ϯ2`�b}c����ı#�ືQ��'"�4|6��W b�����}^Rs�Wa`���"(� Prediction-CGAN: Human Action Prediction with Conditional Generative Adversarial Networks F ��Yן|e��X}�.�G�/ad �,�!��tsc~%@I�F��4�(�W�cq[�?��@ ޭ�$C-3&���̽F �K���㧦�Z�2siT�=z��t8���� �l�(�q�/�ś�)�i]���!Ѥ?�r �-� 'L���Y��ʥ�Q�`nWﶫ�B� �B %���Mx����S�~�U�p��^����� h�>�ha�}C�����uH�S�j fQH�ί��K�R��U �x�S�6�����'_p�[� &K��4�jC#h�)YPwp �}�\,oJ�$�)��F�)���\�֭*����"߀��}� nJ��՛�3 �o����UL՚(����״� �U;��������'��7�7O*�!~V�)!�=l���$���C�t�\f�U��5�F��/�,t�+���;���z}��U�o�T�or]��X�x�S-oN����駉 Adversarial Seeded Sequence Growing for Weakly-Supervised Temporal Action Localization SRINet: Learning Strictly Rotation-Invariant Representations for Point Cloud Classification and Segmentation Flexible Online Multi-modal Hashing for Large-scale Multimedia Retrieval Multi-modal Knowledge-aware Event Memory Network for Social Media Rumor Detection Visual Relation Detection with Multi-Level Attention Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low-Light Image Enhancement Who, Where, and What to Wear? Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding Weakly Supervised Fine-grained Image Classification via Correlation-guided Discriminative Learning The ACM Multimedia Conference is one of the top multimedia conferences in the world. Joint Rotation-Invariance Face Detection and Alignment with Angle-Sensitivity Cascaded Networks Fewer-Shots and Lower-Resolutions: Towards Ultrafast Face Recognition in the Wild Adaptive Semantic-Visual Tree for Hierarchical Embeddings Video Text Detection by Attentive Spatiotemporal Fusion of Deep Convolutional Features, Author’s Advocate for Main Conference Papers, Call for Volunteer Area Chairs and Reviewers. Diachronic Cross-modal Embeddings Measuring the Innovation of Courseware in E-education Systems SRN: Structured Stochastic Recurrent Network for Linguistic Video Prediction A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning Band and Quality Selection for Efficient Transmission of Hyperspectral Images Aligning Linguistic Words and Visual Semantic Units for Image Captioning The targeted submission deadline would be middle of July (in coordination with ACM Multimedia and ACM ICMR), and opening date would be December or January. New This Year!!! images, text, audio — is a strong component of the complete, integrated exchange of information. We are pleased to announce the papers that have been accepted to be presented at ACM Multimedia 2019 as part of the main track. Hierarchical Graph Semantic Pooling Network for Multi-modal Community Question Answer Matching Learning Fragment Self-Attention Embeddings for Image-Text Matching The list is grouped into clusters that reflect topics represented at the conference (combination of areas and themes). Referring Expression Comprehension with Semantic Visual Relationship and Word Mapping, You Only Recognize Once: Towards Fast Video Text Spotting LinesToFacePhoto: Face Photo Generation From Lines With Conditional Self-Attention Generative Adversarial Networks, Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation Finding Images by Dialoguing with Image Predicting and Understanding News Social Popularity with Emotional Salience Features We are currently mapping clusters to sessions and will announce the program soon. X=��5z&�^ ֱcP�׍u��b2"�55׊kj:+�n��4��w�!�̌��ΐG�'�k�3kE�65�� �#����)�X-�j��5��l�@|��D�,���Qڊ�h�V�� ��{e2���0" �#�爒���Y����1U(*A�O��o�x(Q5�&q��{��E��qU3~}�4[�q=��"O�n/an�8У���o���i�,�����%PF"�8���(��~�{�ړϰ����8;�N����>ՠ�388`e�|�;��|Mk�f�y����z�K^J=���<5����w���wI�R_FM�8�^}���6d���^yb�E=�M���CX��V�6XGX�y1���aM�˄]���̓t��!% Gradual Network for Single Image De-raining TC-GAN: Triangle Cycle-Consistent GANs for Face Frontalization with Facial Features Preserved Mocycle-GAN: Unpaired Video-to-Video Translation The conference also calls for papers presenting novel, thought-provoking ideas … Ground-Aware Point Cloud Semantic Segmentation for Autonomous Driving Authors that have a main-conference paper published at ACM Multimedia 2020 are invited to submit a short reproducibility companion paper to the ACM Multimedia Reproducibility track at ACM Multimedia 2021. Deep Fusion Network for Image Completion Pedestrian Attribute Recognition by Deep Hierarchical Multi-task Learning with Correlation Attention Mechanism Joint-attention Discriminator for Accurate Super-resolution via Adversarial Training Welcome to the 28th ACM International Conference on Multimedia.. ACM Multimedia is the premier international conference in multimedia. Collaborative Preference Embedding against Sparse Labels Audiovisual Transformer Architectures for Large-Scale Classification and Synchronization of Weakly Labeled Audio Events Call for Papers Overview. The first ACM Multimedia Asia, puts together the long-lasting experience of former PCM and ICIMCS, which both have good history as well as attending experiences. Duet Robust Deep Subspace Clustering Detailed instructions about the ACM Multimedia 2021 call for reproducibility papers are provided in the ACM MM 2021 call for reproducibility papers. Adaptive Multi-Path Aggregation for Human DensePose Estimation In The Wild Towards 6DoF HTTP Adaptive Streaming Through Point Cloud Compression Themis: Efficient and Adaptive Resource Partitioning for Reducing Response Delay in Cloud Gaming Robust Subspace Discovery by Block-diagonal Adaptive Locality-constrained Representation Three papers accepted to ACM-Multimedia 2020 July 28, 2020 The paper, ALANET: Adaptive Latent Attention Network for Joint Video Deblurring and Interpolation , accepted as oral in ACM-MM 2020, proposes the Adaptive Latent Attention Network (ALANET), to synthesize sharp high frame-rate videos by jointly performing the task of both deblurring and interpolation. Crowd Counting via Multi-layer Regression It is a newly established international conference to showcase the scientific achievements and industrial innovations in the multimedia field. Cross-Modal Dual Learning for Sentence-to-Video Generation Walking with MIND: Mental Imagery eNhanceD Embodied QA GroundNet: Monocular Ground Plane Estimation with Geometric Consistency Multi-modal Knowledge-aware Hierarchical Attention Network for Explainable Medical Question Answering Co-saliency Detection Based on Hierarchical Consistency Towards Automatic Face-to-Face Translation The proceedings of MMSys are available online in the ACM Digital Library. The list is grouped into clusters that reflect topics represented at the conference (combination of areas and themes). MUCH: MUtual Coupling enHancement of Scene Recognition and Dense Captioning Single-shot Semantic Image Inpainting with Densely Connected Generative Networks ACM Multimedia 2021 calls for research papers presenting novel theoretical and algorithmic solutions addressing problems across the domain of multimedia and related applications. TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning Call for Regular Papers. AnoPCN: Video Anomaly Detection via Deep Predictive Coding Network The selected best paper candidates from this year will be invited to resubmit a longer version of the paper for a special issue of ACM Transactions of Multimedia (TOMM). Dual-Level Embedding Alignment Network for 2D Image-Based 3D Object Retrieval Single Image Deraining via Recurrent Hierarchy Enhancement Network Close the Gap between Deep Learning and Mobile Intelligence by Incorporating Training in the Loop ViProVoQ: Towards a Vocabulary for Video Quality Assessment in the Context of Creative Video Production Question-Aware Tube-Switch Network for Video Question Answering User-Aware Folk Popularity Rank: User-Popularity-Based Tag Recommendation that can Enhance Social Popularity Scalable and Diverse cross-domain Image Translation Accepted Paper List We are happy to announce the accepted papers in MMSys and all the co-located events this year. To help the community quickly catch up on the work presented in this conference, Paper Digest Team processed all accepted papers, and generated one highlight sentence (typically the main topic) for each paper. Vic: A flexible framework for packet video. Unpaired Cross-lingual Image Caption Generation with Self-Supervised Rewards GP-BPR: Personalized Compatibility Modeling for Clothing Matching Intrinsic Image Popularity Assessment Learning Using Privileged Information for Food Recognition Learning Local Similarity with Spatial Relations for Object Retrieval Deep Spatial Pyramid Features Collaborative Reconstruction for Partial Person Re-identification 360° Mulsemedia: A Way to Improve Subjective QoE in 360° Videos MMJN: Multi-Modal Joint Networks for 3D Shape Recognition Papers should extend the state of the art by addressing new problems or proposing insightful solutions. Melody Slot Machine: A Controllable Holographic Virtual Performer Open Set Deep Learning with A Bayesian Nonparametric Generative Model Progressive Image Inpainting with Full-Resolution Residual Network Comyco: A Video Quality-aware Adaptive Bitrate Approach via Imitation Learning Adversarial Colorization of Icons based on Contour and Color Conditions Joint Adversarial Domain Adaptation Sparse Temporal Causal Convolution for Efficient Action Modeling Focus Your Attention: A Bidirectional Focal Attention Network for Image-Text Matching DTDN: Dual-task De-raining Network Exploit the Connectivity: Multi-Object Tracking with TrackletNet SIGMM has just received approval from the ACM Awards Committee, for a new award called the SIGMM Test of TIme Paper Award. Fine-grained Fitting Experience Prediction: a 3D-slicing Attention Approach Students who are (co-)authoring an accepted paper in the conference or one of the co-located workshops, or students without an accepted paper, but who are involved in the multimedia systems research are encouraged to apply. Dual-alignment Feature Embedding for Cross-modality Person Re-identification Alleviating Feature Confusion for Generative Zero-shot Learning All submissions will be peer-reviewed by at least three TPC members, and will be evaluated for their scientific quality. In Proceedings of the Third ACM International Conference on Multimedia, MULTIMEDIA ’95, page 511–522, New York NY, USA, 1995. A New Benchmark and Approach for Fine-grained Cross-media Retrieval Human-imperceptible Privacy Protection Against Machines Multi-modal Multi-layer Fusion Network with Average Binary Center Loss for Face Anti-spoofing Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network As … Inferring Mood Instability via Smartphone Sensing: a Multi-View Learning Approach Generalized Playback Bar for Interactive Branched Video Deep Adversarial Graph Attention Convolution Network for Text-Based Person Search The best paper awards of the conference, sponsored by Comcast, went to: Best paper award: Effective Sentiment-relevant Word Selection for Multi-modal Sentiment Analysis in Spoken Language Ingredient-Guided Cascaded Multi-Attention Network for Food Recognition Heterogeneous Domain Adaptation via Soft Transfer Network CRA-Net: Composed Relation Attention Network for Visual Question Answering Self-supervised Face-Grouping on Graphs Black-box Adversarial Attacks on Video Recognition Models Multi-interaction Network with Object Relation for Video Question Answering Here is the special section including papers from ACM MMSys 2017. It covers multiple emerging fields focusing on advancing the research and applications of many media, including but not limited to images, text, audio, speech, music, sensor and social data. Cross-Modal Subspace Learning with Scheduled Adaptive Margin Constraints Online Camera Pose Optimization for the Surround-view System BraidNet: Braiding Semantics and Details for Accurate Human Parsing We found more than 70 ACM Multimedia 2020 papers with code or data published. October 12, 2020 October 14, 2020 admin. Watch, Reason and Code: Learning to Represent Videos Using Program Eye in the Sky: Drone-Based Object Tracking and 3D Localization Finally, let's review the best paper awards. SGDNet: An End-to-End Saliency-Guided Deep Neural Network for No-Reference Image Quality Assessment Hierarchical Global-Local Temporal Modeling for Video Captioning 3D Singing Head for Music VR: Learning External and Internal Articulatory Synchronicity from Lyric, Audio and Notes Training Efficient Saliency Prediction Models with Knowledge Distillation It covers multiple emerging fields focusing on advancing the research and applications of many media, including but not limited to images, text, audio, speech, music, sensor and social data. The multimedia community has a tradition of being able to handle big data, has been a pioneer in large scale evaluations and dataset creations, and is uniquely angled towards novel applications and cutting edge industrial challenges. Informative Visual Storytelling with Cross-modal Rules Learning Disentangled Representation for Cross-Modal Retrieval with Deep Mutual Information Estimation As China has the largest multimedia community in Asia, we propose to rotate the locations in a 3-year window including Asian countries and Australia. Aberrance-aware Gradient-sensitive Attentions for Scene Recognition with RGB-D Videos Audiovisual Zooming: What You See Is What You Hear Mutual Correlation Attentive Factors in Dyadic Fusion Networks for Speech Emotion Recognition ACM Multimedia Asia 2020 calls for research papers presenting novel theoretical and algorithmic solutions addressing problems across the domain of multimedia and related applications. Vision-Language Recommendation via Attribute Augmented Multimodal Reinforcement Learning ACM Multimedia 2020 Papers with Code/Data. Self-supervised Representation Learning using 360° Data While adopting the best practices from previous ACM Multimedia conferences, this year we introduced new formats of the submissions and ensured the rigor of the review process to ensure an efficient and fair evaluation of all submissions in providing a high quality conference. A Framework for Effective Known-Item Search in Video FashionOn: Semantic-guided Image-based Virtual Try-on with Detailed Human and Clothing Information Below are the best papers from ACM Multimedia 2015. Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation 3D Point Cloud Geometry Compression on Deep Learning Call for Papers ACM Multimedia is the premier international conference in multimedia. 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The conference also calls for papers presenting novel, thought-provoking ideas … A Two-step Cross-modal Hashing by Exploiting Label Correlations and Preserving Similarity in Both Steps Tell Me Where is Still Blurry: Adversarial Blurred Region Mining and Refining Visual-Inertial State Estimation with Pre-integration Correction for Robust Mobile Augmented Reality Towards Optimal CNN Descriptors for Large-Scale Image Retrieval Low-Latency Channel-Adaptive Error Control for Interactive Streaming Fine-grained Cross-media Representation Learning with Deep Quantization Attention Network GP-GAN: Towards Realistic High-Resolution Image Blending Starting with ACM Multimedia 2011, the conference will have ten areas, instead of the familiar tracks of content, systems, applications and human-centered computing. What I See Is What You See: Joint Attention Learning for First and Third Person Video Co-analysis The 2021 ACM SIGMETRICS conference will be held in Beijing, China, June 14-18, 2021. Unsupervised Domain Adaptation for 3D Human Pose Estimation �s��A�V���Q�Y� � ��lq+-a�M�IWF�;FhqGT�G�7,�A���tD���=(����3����g�u]�B��W��q�h���؉�@ؒ�j�Zf�AȆ2곦g��?�k�Z�쫷�H�D=5U-�l74|h^DVM�f�]�TX�y^�ܗa��k���eX"��� v.�Kk#IKUk^z��IW��V]aESm�����,�0��iA]�ka�����W�˃B��지��}v"��E8�4K>��,!����ʛoz�PK�K��a���Y(#��P�,�����5\� �!�ع� �7��>4�;1��v��U*3�� ���|ܺ�G�B5P�H] ���` �@��FG$�"��r���l E���p�Z�.wBQ8|��l ۷@��9��s�������ӆ.I�(������"��!TU���-C�qD+ Attention Transfer (ANT) Network for View-invariant Action Recognition On Learning Disentangled Representation for Acoustic Event Detection Everybody can access it for three more weeks, even if they do not have paid access to ACM … Multimodal Deep Denoise Framework for Affective Video Content Analysis Stereoscopic Visual Discomfort Prediction Using Multi-scale DCT Features Fast Non-Local Neural Networks with Spectral Residual Learning Lightweight Image Super-Resolution with Information Multi-distillation Network Optimized Skeleton-based Action Recognition via Sparsified Graph Regression Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendation M2E-Try On Net: Fashion from Model to Everyone � ս�v۶�8�w��yD{��nEQ�%_c�(�'��r��I�DBl�dx���y��k|O��@��آ�{�^,^@`0�����?�_�p�wPn��n��@D�Y}�":(��:1v Stacked Memory Network for Video Summarization Mixed-dish Recognition with Contextual Relation Network Virtually Trying on New Clothing with Arbitrary Poses DADNet: Dilated-Attention-Deformable ConvNet for Crowd Counting Comp-GAN: Compositional Generative Adversarial Network in Synthesizing and Recognizing Facial Expression ACM Multimedia 2021: Call for Reproducibility Papers. Adaptive Feature Fusion via Graph Neural Network for Person Re-identification Deep Hashing by Discriminating Hard Examples In 2020, it is to be held virtually due to covid-19 pandemic. An Attentional-LSTM for Improved Classification of Brain Activities Evoked by Images Asynchronous Tracking-by-Detection on Adaptive Time Surfaces for Event-based Object Tracking CACA: Learning-based Content-Aware Cache Admission for Video Content in Edge Caching, Modality-aware Collaborative Learning for Visible Thermal Person Re-Identification D.�=+���y7R��k�����d������;dF����9Re�C"�4� ���*���!��%��K6���1 �8� �� ����P�Kz̦� Navigation Graph for Tiled Media Streaming Attacking Gait Recognition Systems via Silhouette Guided GANs In a previous blog post I mentioned the one that can recommend make-ups: it was the winner of this year. The introduction of areas allows the community to solicit papers from a wide range of timely multimedia-related topics. Long Short-Term Relation Networks for Video Action Detection Imbalance-aware Pairwise Constraint Propagation Accepted Papers and Proceedings Proceedings. TC-Net for iSBIR: Triplet Classification Network for Instance-level Sketch Based Image Retrieval All papers will be presented as poster (A0 portrait). Impact of Saliency and Gaze Features on Visual Control: Gaze-Saliency Interest Estimator Register today Xavier Alameda-Pineda, Yan Yan (University of Trento, Italy), Elisa Ricci, Oswald Lanz (Fondazione Bruno … Video Retargeting: Trade-off between Content Preservation and Spatio-temporal Consistency ����>���@�W���6+�HX��vwYus����7W�}�s`�&�%c��H�{�ZTo���e1,z�^1(��`�|���KJ��;��p>��}�� ���w��V�h��>����~�q���a�=�|��H/���Ϯ2`�b}c����ı#�ືQ��'"�4|6��W b�����}^Rs�Wa`���"(� Prediction-CGAN: Human Action Prediction with Conditional Generative Adversarial Networks F ��Yן|e��X}�.�G�/ad �,�!��tsc~%@I�F��4�(�W�cq[�?��@ ޭ�$C-3&���̽F �K���㧦�Z�2siT�=z��t8���� �l�(�q�/�ś�)�i]���!Ѥ?�r �-� 'L���Y��ʥ�Q�`nWﶫ�B� �B %���Mx����S�~�U�p��^����� h�>�ha�}C�����uH�S�j fQH�ί��K�R��U �x�S�6�����'_p�[� &K��4�jC#h�)YPwp �}�\,oJ�$�)��F�)���\�֭*����"߀��}� nJ��՛�3 �o����UL՚(����״� �U;��������'��7�7O*�!~V�)!�=l���$���C�t�\f�U��5�F��/�,t�+���;���z}��U�o�T�or]��X�x�S-oN����駉 Adversarial Seeded Sequence Growing for Weakly-Supervised Temporal Action Localization SRINet: Learning Strictly Rotation-Invariant Representations for Point Cloud Classification and Segmentation Flexible Online Multi-modal Hashing for Large-scale Multimedia Retrieval Multi-modal Knowledge-aware Event Memory Network for Social Media Rumor Detection Visual Relation Detection with Multi-Level Attention Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low-Light Image Enhancement Who, Where, and What to Wear? Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding Weakly Supervised Fine-grained Image Classification via Correlation-guided Discriminative Learning The ACM Multimedia Conference is one of the top multimedia conferences in the world. Joint Rotation-Invariance Face Detection and Alignment with Angle-Sensitivity Cascaded Networks Fewer-Shots and Lower-Resolutions: Towards Ultrafast Face Recognition in the Wild Adaptive Semantic-Visual Tree for Hierarchical Embeddings Video Text Detection by Attentive Spatiotemporal Fusion of Deep Convolutional Features, Author’s Advocate for Main Conference Papers, Call for Volunteer Area Chairs and Reviewers. Diachronic Cross-modal Embeddings Measuring the Innovation of Courseware in E-education Systems SRN: Structured Stochastic Recurrent Network for Linguistic Video Prediction A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning Band and Quality Selection for Efficient Transmission of Hyperspectral Images Aligning Linguistic Words and Visual Semantic Units for Image Captioning The targeted submission deadline would be middle of July (in coordination with ACM Multimedia and ACM ICMR), and opening date would be December or January. New This Year!!! images, text, audio — is a strong component of the complete, integrated exchange of information. We are pleased to announce the papers that have been accepted to be presented at ACM Multimedia 2019 as part of the main track. Hierarchical Graph Semantic Pooling Network for Multi-modal Community Question Answer Matching Learning Fragment Self-Attention Embeddings for Image-Text Matching The list is grouped into clusters that reflect topics represented at the conference (combination of areas and themes). Referring Expression Comprehension with Semantic Visual Relationship and Word Mapping, You Only Recognize Once: Towards Fast Video Text Spotting LinesToFacePhoto: Face Photo Generation From Lines With Conditional Self-Attention Generative Adversarial Networks, Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation Finding Images by Dialoguing with Image Predicting and Understanding News Social Popularity with Emotional Salience Features We are currently mapping clusters to sessions and will announce the program soon. X=��5z&�^ ֱcP�׍u��b2"�55׊kj:+�n��4��w�!�̌��ΐG�'�k�3kE�65�� �#����)�X-�j��5��l�@|��D�,���Qڊ�h�V�� ��{e2���0" �#�爒���Y����1U(*A�O��o�x(Q5�&q��{��E��qU3~}�4[�q=��"O�n/an�8У���o���i�,�����%PF"�8���(��~�{�ړϰ����8;�N����>ՠ�388`e�|�;��|Mk�f�y����z�K^J=���<5����w���wI�R_FM�8�^}���6d���^yb�E=�M���CX��V�6XGX�y1���aM�˄]���̓t��!% Gradual Network for Single Image De-raining TC-GAN: Triangle Cycle-Consistent GANs for Face Frontalization with Facial Features Preserved Mocycle-GAN: Unpaired Video-to-Video Translation The conference also calls for papers presenting novel, thought-provoking ideas … Ground-Aware Point Cloud Semantic Segmentation for Autonomous Driving Authors that have a main-conference paper published at ACM Multimedia 2020 are invited to submit a short reproducibility companion paper to the ACM Multimedia Reproducibility track at ACM Multimedia 2021. Deep Fusion Network for Image Completion Pedestrian Attribute Recognition by Deep Hierarchical Multi-task Learning with Correlation Attention Mechanism Joint-attention Discriminator for Accurate Super-resolution via Adversarial Training Welcome to the 28th ACM International Conference on Multimedia.. ACM Multimedia is the premier international conference in multimedia. Collaborative Preference Embedding against Sparse Labels Audiovisual Transformer Architectures for Large-Scale Classification and Synchronization of Weakly Labeled Audio Events Call for Papers Overview. The first ACM Multimedia Asia, puts together the long-lasting experience of former PCM and ICIMCS, which both have good history as well as attending experiences. Duet Robust Deep Subspace Clustering Detailed instructions about the ACM Multimedia 2021 call for reproducibility papers are provided in the ACM MM 2021 call for reproducibility papers. Adaptive Multi-Path Aggregation for Human DensePose Estimation In The Wild Towards 6DoF HTTP Adaptive Streaming Through Point Cloud Compression Themis: Efficient and Adaptive Resource Partitioning for Reducing Response Delay in Cloud Gaming Robust Subspace Discovery by Block-diagonal Adaptive Locality-constrained Representation Three papers accepted to ACM-Multimedia 2020 July 28, 2020 The paper, ALANET: Adaptive Latent Attention Network for Joint Video Deblurring and Interpolation , accepted as oral in ACM-MM 2020, proposes the Adaptive Latent Attention Network (ALANET), to synthesize sharp high frame-rate videos by jointly performing the task of both deblurring and interpolation. Crowd Counting via Multi-layer Regression It is a newly established international conference to showcase the scientific achievements and industrial innovations in the multimedia field. Cross-Modal Dual Learning for Sentence-to-Video Generation Walking with MIND: Mental Imagery eNhanceD Embodied QA GroundNet: Monocular Ground Plane Estimation with Geometric Consistency Multi-modal Knowledge-aware Hierarchical Attention Network for Explainable Medical Question Answering Co-saliency Detection Based on Hierarchical Consistency Towards Automatic Face-to-Face Translation The proceedings of MMSys are available online in the ACM Digital Library. The list is grouped into clusters that reflect topics represented at the conference (combination of areas and themes). MUCH: MUtual Coupling enHancement of Scene Recognition and Dense Captioning Single-shot Semantic Image Inpainting with Densely Connected Generative Networks ACM Multimedia 2021 calls for research papers presenting novel theoretical and algorithmic solutions addressing problems across the domain of multimedia and related applications. TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning Call for Regular Papers. AnoPCN: Video Anomaly Detection via Deep Predictive Coding Network The selected best paper candidates from this year will be invited to resubmit a longer version of the paper for a special issue of ACM Transactions of Multimedia (TOMM). Dual-Level Embedding Alignment Network for 2D Image-Based 3D Object Retrieval Single Image Deraining via Recurrent Hierarchy Enhancement Network Close the Gap between Deep Learning and Mobile Intelligence by Incorporating Training in the Loop ViProVoQ: Towards a Vocabulary for Video Quality Assessment in the Context of Creative Video Production Question-Aware Tube-Switch Network for Video Question Answering User-Aware Folk Popularity Rank: User-Popularity-Based Tag Recommendation that can Enhance Social Popularity Scalable and Diverse cross-domain Image Translation Accepted Paper List We are happy to announce the accepted papers in MMSys and all the co-located events this year. To help the community quickly catch up on the work presented in this conference, Paper Digest Team processed all accepted papers, and generated one highlight sentence (typically the main topic) for each paper. Vic: A flexible framework for packet video. Unpaired Cross-lingual Image Caption Generation with Self-Supervised Rewards GP-BPR: Personalized Compatibility Modeling for Clothing Matching Intrinsic Image Popularity Assessment Learning Using Privileged Information for Food Recognition Learning Local Similarity with Spatial Relations for Object Retrieval Deep Spatial Pyramid Features Collaborative Reconstruction for Partial Person Re-identification 360° Mulsemedia: A Way to Improve Subjective QoE in 360° Videos MMJN: Multi-Modal Joint Networks for 3D Shape Recognition Papers should extend the state of the art by addressing new problems or proposing insightful solutions. Melody Slot Machine: A Controllable Holographic Virtual Performer Open Set Deep Learning with A Bayesian Nonparametric Generative Model Progressive Image Inpainting with Full-Resolution Residual Network Comyco: A Video Quality-aware Adaptive Bitrate Approach via Imitation Learning Adversarial Colorization of Icons based on Contour and Color Conditions Joint Adversarial Domain Adaptation Sparse Temporal Causal Convolution for Efficient Action Modeling Focus Your Attention: A Bidirectional Focal Attention Network for Image-Text Matching DTDN: Dual-task De-raining Network Exploit the Connectivity: Multi-Object Tracking with TrackletNet SIGMM has just received approval from the ACM Awards Committee, for a new award called the SIGMM Test of TIme Paper Award. Fine-grained Fitting Experience Prediction: a 3D-slicing Attention Approach Students who are (co-)authoring an accepted paper in the conference or one of the co-located workshops, or students without an accepted paper, but who are involved in the multimedia systems research are encouraged to apply. Dual-alignment Feature Embedding for Cross-modality Person Re-identification Alleviating Feature Confusion for Generative Zero-shot Learning All submissions will be peer-reviewed by at least three TPC members, and will be evaluated for their scientific quality. In Proceedings of the Third ACM International Conference on Multimedia, MULTIMEDIA ’95, page 511–522, New York NY, USA, 1995. A New Benchmark and Approach for Fine-grained Cross-media Retrieval Human-imperceptible Privacy Protection Against Machines Multi-modal Multi-layer Fusion Network with Average Binary Center Loss for Face Anti-spoofing Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network As … Inferring Mood Instability via Smartphone Sensing: a Multi-View Learning Approach Generalized Playback Bar for Interactive Branched Video Deep Adversarial Graph Attention Convolution Network for Text-Based Person Search The best paper awards of the conference, sponsored by Comcast, went to: Best paper award: Effective Sentiment-relevant Word Selection for Multi-modal Sentiment Analysis in Spoken Language Ingredient-Guided Cascaded Multi-Attention Network for Food Recognition Heterogeneous Domain Adaptation via Soft Transfer Network CRA-Net: Composed Relation Attention Network for Visual Question Answering Self-supervised Face-Grouping on Graphs Black-box Adversarial Attacks on Video Recognition Models Multi-interaction Network with Object Relation for Video Question Answering Here is the special section including papers from ACM MMSys 2017. It covers multiple emerging fields focusing on advancing the research and applications of many media, including but not limited to images, text, audio, speech, music, sensor and social data. Cross-Modal Subspace Learning with Scheduled Adaptive Margin Constraints Online Camera Pose Optimization for the Surround-view System BraidNet: Braiding Semantics and Details for Accurate Human Parsing We found more than 70 ACM Multimedia 2020 papers with code or data published. October 12, 2020 October 14, 2020 admin. Watch, Reason and Code: Learning to Represent Videos Using Program Eye in the Sky: Drone-Based Object Tracking and 3D Localization Finally, let's review the best paper awards. SGDNet: An End-to-End Saliency-Guided Deep Neural Network for No-Reference Image Quality Assessment Hierarchical Global-Local Temporal Modeling for Video Captioning 3D Singing Head for Music VR: Learning External and Internal Articulatory Synchronicity from Lyric, Audio and Notes Training Efficient Saliency Prediction Models with Knowledge Distillation It covers multiple emerging fields focusing on advancing the research and applications of many media, including but not limited to images, text, audio, speech, music, sensor and social data. The multimedia community has a tradition of being able to handle big data, has been a pioneer in large scale evaluations and dataset creations, and is uniquely angled towards novel applications and cutting edge industrial challenges. Informative Visual Storytelling with Cross-modal Rules Learning Disentangled Representation for Cross-Modal Retrieval with Deep Mutual Information Estimation As China has the largest multimedia community in Asia, we propose to rotate the locations in a 3-year window including Asian countries and Australia. Aberrance-aware Gradient-sensitive Attentions for Scene Recognition with RGB-D Videos Audiovisual Zooming: What You See Is What You Hear Mutual Correlation Attentive Factors in Dyadic Fusion Networks for Speech Emotion Recognition ACM Multimedia Asia 2020 calls for research papers presenting novel theoretical and algorithmic solutions addressing problems across the domain of multimedia and related applications. Vision-Language Recommendation via Attribute Augmented Multimodal Reinforcement Learning ACM Multimedia 2020 Papers with Code/Data. Self-supervised Representation Learning using 360° Data While adopting the best practices from previous ACM Multimedia conferences, this year we introduced new formats of the submissions and ensured the rigor of the review process to ensure an efficient and fair evaluation of all submissions in providing a high quality conference. A Framework for Effective Known-Item Search in Video FashionOn: Semantic-guided Image-based Virtual Try-on with Detailed Human and Clothing Information Below are the best papers from ACM Multimedia 2015. Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation 3D Point Cloud Geometry Compression on Deep Learning Call for Papers ACM Multimedia is the premier international conference in multimedia. 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