Representation Learning

A Statistical Approach for Optimal Topic Model Identification JMLR 2022 A Statistical Manifold Framework for Point Cloud Data ICML 2022 A Step Towards Preserving Speakers’ Identity While Detecting Depression Via Speaker Disentanglement Interspeech 2022 A Structure-Aware Argument Encoder for Literature Discourse Analysis COLING 2022 A Structured Dictionary Perspective on Implicit Neural Representations CVPR 2022 A study of production error analysis for Mandarin-speaking Children with Hearing Impairment Interspeech 2022 A Stylometric Analysis of Amadís de Gaula and Sergas de Esplandián AACL 2022 A Survey of Automatic Text Summarization Using Graph Neural Networks COLING 2022 A Survey of Vision-Language Pre-Trained Models IJCAI 2022 A Survey on Machine Learning Approaches for Modelling Intuitive Physics IJCAI 2022 A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce AAAI 2022 ATD: Augmenting CP Tensor Decomposition by Self Supervision NeurIPS 2022 A Theoretical Analysis on Feature Learning in Neural Networks: Emergence from Inputs and Advantage over Fixed Features ICLR 2022 A Theoretical Analysis on Independence-driven Importance Weighting for Covariate-shift Generalization ICML 2022 A time-resolved theory of information encoding in recurrent neural networks NeurIPS 2022 A Timestep aware Sentence Embedding and Acme Coverage for Brief but Informative Title Generation NAACL 2022 A Trend-Driven Fashion Design System for Rapid Response Marketing in E-commerce AAAI 2022 Attention Concatenation Volume for Accurate and Efficient Stereo Matching CVPR 2022 Attraction-Repulsion Spectrum in Neighbor Embeddings JMLR 2022 AttWalk: Attentive Cross-Walks for Deep Mesh Analysis WACV 2022 A two-stream convolution architecture for ESC based on audio feature distanglement ACML 2022 Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition Interspeech 2022 Augmentation-Free Self-Supervised Learning on Graphs AAAI 2022 Augmented Bio-SBERT: Improving Performance for Pairwise Sentence Tasks in Bio-medical Domain COLING 2022 Augmented Sliced Wasserstein Distances ICLR 2022