Representation Learning

Speaker Extraction with Detection of Presence and Absence of Target Speakers Interspeech 2023 Speaker-independent Speech Inversion for Estimation of Nasalance Interspeech 2023 Speaker Tracking using Graph Attention Networks with Varying Duration Utterances across Multi-Channel Naturalistic Data: Fearless Steps Apollo-11 Audio Corpus Interspeech 2023 Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning NeurIPS 2023 Spectral Evolution and Invariance in Linear-width Neural Networks NeurIPS 2023 Spectral Feature Augmentation for Graph Contrastive Learning and Beyond AAAI 2023 Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? Interspeech 2023 Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution ICCV 2023 Spread Flows for Manifold Modelling AISTATS 2023 Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New Perspective NeurIPS 2023 sRGB Real Noise Synthesizing With Neighboring Correlation-Aware Noise Model CVPR 2023 SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER AAAI 2023 SSML-QNet: Scale-Separative Metric Learning Quadruplet Network for Multi-modal Image Patch Matching IJCAI 2023 SSSD: Self-Supervised Self Distillation WACV 2023 Stability Guarantees for Feature Attributions with Multiplicative Smoothing NeurIPS 2023 Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints NeurIPS 2023 Stable Cluster Discrimination for Deep Clustering ICCV 2023 StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners NeurIPS 2023 Stable Speech Emotion Recognition with Head-k-Pooling Loss Interspeech 2023 StackFLOW: Monocular Human-Object Reconstruction by Stacked Normalizing Flow with Offset IJCAI 2023 STAIR: Learning Sparse Text and Image Representation in Grounded Tokens EMNLP 2023 Stare at What You See: Masked Image Modeling Without Reconstruction CVPR 2023 STaSy: Score-based Tabular data Synthesis ICLR 2023 State-Action Similarity-Based Representations for Off-Policy Evaluation NeurIPS 2023 State Sequences Prediction via Fourier Transform for Representation Learning NeurIPS 2023