Representation Learning

“When Words Fail, Emojis Prevail”: A Novel Architecture for Generating Sarcastic Sentences With Emoji Using Valence Reversal and Semantic Incongruity ACL 2023 Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence? NeurIPS 2023 Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression ICML 2023 White-Box Transformers via Sparse Rate Reduction NeurIPS 2023 WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings ACL 2023 Whose Opinions Do Language Models Reflect? ICML 2023 Why Rumors Spread Fast in Social Networks, and How to Stop It IJCAI 2023 Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning AAAI 2023 WikiBio: a Semantic Resource for the Intersectional Analysis of Biographical Events ACL 2023 WildLight: In-the-Wild Inverse Rendering With a Flashlight CVPR 2023 WIRE: Wavelet Implicit Neural Representations CVPR 2023 With a Little Help from Your Own Past: Prototypical Memory Networks for Image Captioning ICCV 2023 Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications ACL 2023 Words, Subwords, and Morphemes: What Really Matters in the Surprisal-Reading Time Relationship? EMNLP 2023 “World Knowledge” in Multiple Choice Reading Comprehension EACL 2023 World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models ACL 2023 Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding ACL 2023 XAGen: 3D Expressive Human Avatars Generation NeurIPS 2023 XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information NeurIPS 2023 xTrimoGene: An Efficient and Scalable Representation Learner for Single-Cell RNA-Seq Data NeurIPS 2023 You Are What You Annotate: Towards Better Models through Annotator Representations EMNLP 2023 You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement CVPR 2023 YouTube-ASL: A Large-Scale, Open-Domain American Sign Language-English Parallel Corpus NeurIPS 2023 Zero-Shot Accent Conversion using Pseudo Siamese Disentanglement Network Interspeech 2023 α-ReQ : Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay NeurIPS 2022