Representation Learning

Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed NeurIPS 2024 Temporally Consistent Atmospheric Turbulence Mitigation with Neural Representations NeurIPS 2024 Tending Towards Stability: Convergence Challenges in Small Language Models EMNLP 2024 TenGAN: Pure Transformer Encoders Make an Efficient Discrete GAN for De Novo Molecular Generation AISTATS 2024 Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor NeurIPS 2024 Tensorized Label Learning on Anchor Graph AAAI 2024 Tensor-view Topological Graph Neural Network AISTATS 2024 Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth NeurIPS 2024 Testing Generated Distributions in GANs to Penalize Mode Collapse AISTATS 2024 Testing the limits of logical reasoning in neural and hybrid models NAACL 2024 TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series ICLR 2024 Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment NeurIPS 2024 Tetrahedron Splatting for 3D Generation NeurIPS 2024 Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts NeurIPS 2024 Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction NeurIPS 2024 text2story: A Python Toolkit to Extract and Visualize Story Components of Narrative Text COLING 2024 TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields ICLR 2024 Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification EMNLP 2024 TexTile: A Differentiable Metric for Texture Tileability CVPR 2024 Text Mining at SemEval-2024 Task 1: Evaluating Semantic Textual Relatedness in Low-resource Languages using Various Embedding Methods and Machine Learning Regression Models SemEval 2024 Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights NeurIPS 2024 Textual Coverage of Eventive Entries in Lexical Semantic Resources COLING 2024 Text vs. Transcription: A Study of Differences Between the Writing and Speeches of U.S. Presidents EMNLP 2024 TexVocab: Texture Vocabulary-conditioned Human Avatars CVPR 2024 TFWT: Tabular Feature Weighting with Transformer IJCAI 2024