Publications (Full List)
Preprint
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Learning in Audio-visual Context: A Review, Analysis, and New Perspective |
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Towards Long Form Audio-visual Video Understanding |
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Not All Knowledge Is Created Equal |
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Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement |
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Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions |
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Curriculum Audiovisual Learning |
Conference Papers (Full List)
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Progressive Spatio-temporal Perception for Audio-Visual Question Answering |
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TikTalk: A Video-Based Dialogue Dataset for Multi-Modal Chitchat in Real World |
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Towards Inadequately Pre-trained Models in Transfer Learning |
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Multi-Scale Attention for Audio Question Answering |
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Robust Cross-Modal Knowledge Distillation for Unconstrained Videos |
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MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual Fine-Grained Learning |
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Exploiting Visual Context Semantics for Sound Source Localization |
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SeCo: Separating Unknown Musical Visual Sounds with Consistency Guidance |
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Balanced Multimodal Learning via On-the-fly Gradient Modulation |
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Learning to Answer Questions in Dynamic Audio-Visual Scenarios |
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Visual Sound Localization in-the-Wild by Cross-Modal Interference Erasing |
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SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation |
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Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation |
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Unsupervised Multi-Source Domain Adaptation for Person Re-Identification |
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Temporal Relational Modeling with Self-Supervision for Action Segmentation |
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Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching |
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Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition |
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Multiple Sound Sources Localization from Coarse to Fine |
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Listen to the Image |
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Deep Multimodal Clustering for Unsupervised Audiovisual Learning |
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Dense Multimodal Fusion for Hierarchically Joint Representation |
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Large Graph Hashing with Spectral Rotation |
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Deep Binary Reconstruction for Cross-modal Hashing |
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Image2song: Song Retrieval via Bridging Image Content and Lyric Words |
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Multimodal Learning via Exploring Deep Semantic Similarity |
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Temporal Multimodal Learning in Audiovisual Speech Recognition |
Journal Papers
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Geometric-Inspired Graph-based Incomplete Multi-view Clustering |
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Supervised Knowledge May Hurt Novel Class Discovery Performance |
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Self-supervised Audiovisual Representation Learning for Remote Sensing Data |
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Self-supervised Learning for Heterogeneous Audiovisual Scene Analysis |
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Class-aware Sounding Objects Localization via Audiovisual Correspondence |
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Generalising Combinatorial Discriminant Analysis through Conditioning Truncated Rayleigh Flow |
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Deep Linear Discriminant Analysis Hashing |
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Discrete Spectral Hashing for Efficient Similarity Retrieval |
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Deep Binary Reconstruction for Cross-modal Hashing |
Workshop Papers
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Heterogeneous Scene Analysis via Self-supervised Audiovisual Learning |
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Does Ambient Sound Help? - Audiovisual Crowd Counting |
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Co-Learn Sounding Object Visual Grounding and Visually Indicated Sound Separation in A Cycle |
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A Two-Stage Framework for Multiple Sound-Source Localization |