Multimodal Learning

An Attention-based Regression Model for Grounding Textual Phrases in Images IJCAI 2017 An Avatar-Based System for Identifying Individuals Likely to Develop Dementia Interspeech 2017 An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks IJCNLP 2017 An Information Theoretic Analysis of the Temporal Synchrony Between Head Gestures and Prosodic Patterns in Spontaneous Speech Interspeech 2017 An Integrated Solution for Snoring Sound Classification Using Bhattacharyya Distance Based GMM Supervectors with SVM, Feature Selection with Random Forest and Spectrogram with CNN Interspeech 2017 An Investigation of Emotion Dynamics and Kalman Filtering for Speech-Based Emotion Prediction Interspeech 2017 Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language EACL 2017 Approximating Discrete Probability Distribution of Image Emotions by Multi-Modal Features Fusion IJCAI 2017 Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension CVPR 2017 A Robust Medical Speech-to-Speech/Speech-to-Sign Phraselator Interspeech 2017 A Stepwise Analysis of Aggregated Crowdsourced Labels Describing Multimodal Emotional Behaviors Interspeech 2017 Asynchronous Temporal Fields for Action Recognition CVPR 2017 Attention-over-Attention Neural Networks for Reading Comprehension ACL 2017 Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech Interspeech 2017 Attentive Path Combination for Knowledge Graph Completion ACML 2017 Auditory-Visual Integration of Talker Gender in Cantonese Tone Perception Interspeech 2017 Automatic Alignment Between Classroom Lecture Utterances and Slide Components Interspeech 2017 Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision EACL 2017 Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model NeurIPS 2017 Bidirectional Beam Search: Forward-Backward Inference in Neural Sequence Models for Fill-In-The-Blank Image Captioning CVPR 2017 Bimodal Recurrent Neural Network for Audiovisual Voice Activity Detection Interspeech 2017 Bringing IoT to Sports Analytics NSDI 2017 Building Multimodal Simulations for Natural Language EACL 2017 Classifying Temporal Relations by Bidirectional LSTM over Dependency Paths ACL 2017 Cold-Start Reinforcement Learning with Softmax Policy Gradient NeurIPS 2017