Representation Learning

TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings EMNLP 2024 T-MARS: Improving Visual Representations by Circumventing Text Feature Learning ICLR 2024 tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs) ICML 2024 To be Continuous, or to be Discrete, Those are Bits of Questions ACL 2024 Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitter EMNLP 2024 Token Alignment via Character Matching for Subword Completion ACL 2024 Token Erasure as a Footprint of Implicit Vocabulary Items in LLMs EMNLP 2024 TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation CVPR 2024 Tokenization via Language Modeling: the Role of Preceding Text COLING 2024 TokSing: Singing Voice Synthesis based on Discrete Tokens Interspeech 2024 Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods COLING 2024 Topic Detection and Tracking with Time-Aware Document Embeddings COLING 2024 Topic Modeling as Multi-Objective Contrastive Optimization ICLR 2024 Topic Modeling: Contextual Token Embeddings Are All You Need EMNLP 2024 Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks COLING 2024 Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation AAAI 2024 Topological Analysis for Detecting Anomalies in dependent sequences: application to Time Series JMLR 2024 Topological Neural Networks go Persistent, Equivariant, and Continuous ICML 2024 Topological Node2vec: Enhanced Graph Embedding via Persistent Homology JMLR 2024 TopoX: A Suite of Python Packages for Machine Learning on Topological Domains JMLR 2024 TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning NeurIPS 2024 To Supervise or Not to Supervise: Understanding and Addressing the Key Challenges of Point Cloud Transfer Learning ECCV 2024 Total-Decom: Decomposed 3D Scene Reconstruction with Minimal Interaction CVPR 2024 Toward a Manifold-Preserving Temporal Graph Network in Hyperbolic Space IJCAI 2024 Toward Compositional Behavior in Neural Models: A Survey of Current Views EMNLP 2024