Representation Learning

Re-evaluating the Tomes for the Times COLING 2024 Refining Idioms Semantics Comprehension via Contrastive Learning and Cross-Attention COLING 2024 Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks AAAI 2024 Reflecting the Male Gaze: Quantifying Female Objectification in 19th and 20th Century Novels COLING 2024 ReFT: Representation Finetuning for Language Models NeurIPS 2024 ReGAL: Refactoring Programs to Discover Generalizable Abstractions ICML 2024 Regeneration Learning: A Learning Paradigm for Data Generation AAAI 2024 RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks NeurIPS 2024 Region-Based Representations Revisited CVPR 2024 Regression Residual Reasoning with Pseudo-labeled Contrastive Learning for Uncovering Multiple Complex Compositional Relations IJCAI 2024 Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs NeurIPS 2024 Related Work Is All You Need COLING 2024 Relational Concept Bottleneck Models NeurIPS 2024 Reliable Conflictive Multi-View Learning AAAI 2024 Relightable and Animatable Neural Avatar from Sparse-View Video CVPR 2024 ReLUs Are Sufficient for Learning Implicit Neural Representations ICML 2024 ReMasker: Imputing Tabular Data with Masked Autoencoding ICLR 2024 Remote Sensing for Water Quality: A Multi-Task, Metadata-Driven Hypernetwork Approach IJCAI 2024 Render and Diffuse: Aligning Image and Action Spaces for Diffusion-based Behaviour Cloning RSS 2024 Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling NeurIPS 2024 RepCodec: A Speech Representation Codec for Speech Tokenization ACL 2024 Repeat After Me: Transformers are Better than State Space Models at Copying ICML 2024 RepEval: Effective Text Evaluation with LLM Representation EMNLP 2024 RepKPU: Point Cloud Upsampling with Kernel Point Representation and Deformation CVPR 2024 RepMatch: Quantifying Cross-Instance Similarities in Representation Space EMNLP 2024