Representation Learning

SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail CVPR 2023 SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization Problems ICML 2023 SVGformer: Representation Learning for Continuous Vector Graphics Using Transformers CVPR 2023 Swap and Predict – Predicting the Semantic Changes in Words across Corpora by Context Swapping EMNLP 2023 Symbolic Metamodels for Interpreting Black-Boxes Using Primitive Functions AAAI 2023 Take Your Model Further: A General Post-refinement Network for Light Field Disparity Estimation via BadPix Correction AAAI 2023 Tanimoto Random Features for Scalable Molecular Machine Learning NeurIPS 2023 T-distributed Spherical Feature Representation for Imbalanced Classification AAAI 2023 TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline ACL 2023 TemplateGEC: Improving Grammatical Error Correction with Detection Template ACL 2023 TempSAL - Uncovering Temporal Information for Deep Saliency Prediction CVPR 2023 The Catalog Problem: Clustering and Ordering Variable-Sized Sets ICML 2023 The Edge of Orthogonality: A Simple View of What Makes BYOL Tick ICML 2023 The Hidden Folk: Linguistic Properties Encoded in Multilingual Contextual Character Representations ACL 2023 The Locality and Symmetry of Positional Encodings EMNLP 2023 The Numerical Stability of Hyperbolic Representation Learning ICML 2023 This Looks Like Those: Illuminating Prototypical Concepts Using Multiple Visualizations NeurIPS 2023 Time to augment self-supervised visual representation learning ICLR 2023 Token Boosting for Robust Self-Supervised Visual Transformer Pre-Training CVPR 2023 Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks EMNLP 2023 Tokenization Impacts Multilingual Language Modeling: Assessing Vocabulary Allocation and Overlap Across Languages ACL 2023 Token-wise Decomposition of Autoregressive Language Model Hidden States for Analyzing Model Predictions ACL 2023 Topic-DPR: Topic-based Prompts for Dense Passage Retrieval EMNLP 2023 Topological Data Analysis for Speech Processing Interspeech 2023 Towards a better understanding of representation dynamics under TD-learning ICML 2023