Representation Learning

That Sounds Right: Auditory Self-Supervision for Dynamic Robot Manipulation CoRL 2023 The ACL OCL Corpus: Advancing Open Science in Computational Linguistics EMNLP 2023 The Acquisition of Physical Knowledge in Generative Neural Networks ICML 2023 The Analysis of Deep Neural Networks by Information Theory: From Explainability to Generalization AAAI 2023 The ART of Conversation: Measuring Phonetic Convergence and Deliberate Imitation in L2-Speech with a Siamese RNN Interspeech 2023 The Automatic Computer Scientist AAAI 2023 The Benefits of Mixup for Feature Learning ICML 2023 The BGU-MeLeL System for the SIGMORPHON 2023 Shared Task on Morphological Inflection ACL 2023 The Catalog Problem: Clustering and Ordering Variable-Sized Sets ICML 2023 The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks NeurIPS 2023 The Contextual Lasso: Sparse Linear Models via Deep Neural Networks NeurIPS 2023 The CRINGE Loss: Learning what language not to model ACL 2023 The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training AAAI 2023 The Distributional Hypothesis Does Not Fully Explain the Benefits of Masked Language Model Pretraining EMNLP 2023 The distribution of discourse relations within and across turns in spontaneous conversation ACL 2023 The Edge of Orthogonality: A Simple View of What Makes BYOL Tick ICML 2023 The emergence of clusters in self-attention dynamics NeurIPS 2023 The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter NeurIPS 2023 The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot Image Generation ICCV 2023 The geometry of hidden representations of large transformer models NeurIPS 2023 The Helsinki-NLP Submissions at NADI 2023 Shared Task: Walking the Baseline EMNLP 2023 The Hidden Folk: Linguistic Properties Encoded in Multilingual Contextual Character Representations ACL 2023 The Impact of Familiarity on Naming Variation: A Study on Object Naming in Mandarin Chinese CoNLL 2023 The Less the Merrier? Investigating Language Representation in Multilingual Models EMNLP 2023 The Locality and Symmetry of Positional Encodings EMNLP 2023