Representation Learning

Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization ICML 2023 Object Discovery From Motion-Guided Tokens CVPR 2023 ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data AAAI 2023 One Is All: Bridging the Gap between Neural Radiance Fields Architectures with Progressive Volume Distillation AAAI 2023 Online Symbolic Regression with Informative Query AAAI 2023 On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss ACL 2023 On the Dimensionality of Sentence Embeddings EMNLP 2023 On the Functional Similarity of Robust and Non-Robust Neural Representations ICML 2023 On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection NeurIPS 2023 Open-Set Representation Learning Through Combinatorial Embedding CVPR 2023 OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding NeurIPS 2023 Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection AAAI 2023 Overcoming Simplicity Bias in Deep Networks using a Feature Sieve ICML 2023 ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation ACL 2023 Parametric Surface Constrained Upsampler Network for Point Cloud AAAI 2023 Pareto Frontiers in Deep Feature Learning: Data, Compute, Width, and Luck NeurIPS 2023 Patch-Craft Self-Supervised Training for Correlated Image Denoising CVPR 2023 PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability AAAI 2023 Permutation Equivariant Neural Functionals NeurIPS 2023 Personality Understanding of Fictional Characters during Book Reading ACL 2023 PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation EMNLP 2023 Perturbation Analysis of Neural Collapse ICML 2023 PHA: Patch-Wise High-Frequency Augmentation for Transformer-Based Person Re-Identification CVPR 2023 Phonetic-assisted Multi-Target Units Modeling for Improving Conformer-Transducer ASR system Interspeech 2023 Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography CVPR 2023