Representation Learning

Invariant Representations with Stochastically Quantized Neural Networks AAAI 2023 Inverse Dynamics Pretraining Learns Good Representations for Multitask Imitation NeurIPS 2023 Investigating how ReLU-networks encode symmetries NeurIPS 2023 Investigating Phoneme Similarity with Artificially Accented Speech ACL 2023 Investigating Pre-trained Audio Encoders in the Low-Resource Condition Interspeech 2023 Investigating Semantic Subspaces of Transformer Sentence Embeddings through Linear Structural Probing EMNLP 2023 Investigating the cortical tracking of speech and music with sung speech Interspeech 2023 Investigating the Encoding of Words in BERT’s Neurons Using Feature Textualization EMNLP 2023 Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model Interspeech 2023 Investigation of Music Emotion Recognition Based on Segmented Semi-Supervised Learning Interspeech 2023 InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution EMNLP 2023 IOL Research Machine Translation Systems for WMT23 Low-Resource Indic Language Translation Shared Task EMNLP 2023 IPCC-TP: Utilizing Incremental Pearson Correlation Coefficient for Joint Multi-Agent Trajectory Prediction CVPR 2023 Is a Prestigious Job the same as a Prestigious Country? A Case Study on Multilingual Sentence Embeddings and European Countries EMNLP 2023 Is BERT Blind? Exploring the Effect of Vision-and-Language Pretraining on Visual Language Understanding CVPR 2023 iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models NeurIPS 2023 I See-Through You: A Framework for Removing Foreground Occlusion in Both Sparse and Dense Light Field Images WACV 2023 ISIKSumm at BioLaySumm Task 1: BART-based Summarization System Enhanced with Bio-Entity Labels ACL 2023 Is Learning Summary Statistics Necessary for Likelihood-free Inference? ICML 2023 Isometric Manifold Learning Using Hierarchical Flow AAAI 2023 Isometric Quotient Variational Auto-Encoders for Structure-Preserving Representation Learning NeurIPS 2023 Isotropic Gaussian Processes on Finite Spaces of Graphs AISTATS 2023 Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023 Is Overfitting Necessary for Implicit Video Representation? ICML 2023 Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces EMNLP 2023