Representation Learning

Representational Analysis of Binding in Language Models EMNLP 2024 Representational Isomorphism and Alignment of Multilingual Large Language Models EMNLP 2024 Representation-Based Robustness in Goal-Conditioned Reinforcement Learning AAAI 2024 Representation Learning via Manifold Flattening and Reconstruction JMLR 2024 Representation Learning with Conditional Information Flow Maximization ACL 2024 Representation Surgery for Multi-Task Model Merging ICML 2024 Representation Surgery: Theory and Practice of Affine Steering ICML 2024 Representing Molecules as Random Walks Over Interpretable Grammars ICML 2024 Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision CVPR 2024 Reproducibility of predictive networks for mouse visual cortex NeurIPS 2024 Re-Reading Improves Reasoning in Large Language Models EMNLP 2024 Researcher Representations Based on Aggregating Embeddings of Publication Titles: A Case Study in a Japanese Academic Database ACL 2024 Research of Event Reconstruct Based on Multi-View Contrastive Learning (Student Abstract) AAAI 2024 ResFields: Residual Neural Fields for Spatiotemporal Signals ICLR 2024 Residual Hyperbolic Graph Convolution Networks AAAI 2024 Residual Quantization with Implicit Neural Codebooks ICML 2024 Residual Speaker Representation for One-Shot Voice Conversion Interspeech 2024 Resonance RoPE: Improving Context Length Generalization of Large Language Models ACL 2024 Resources and Methods for Analysing Political Rhetoric and Framing in Parliamentary Debates COLING 2024 ResPilot: Teleoperated Finger Gaiting via Gaussian Process Residual Learning CoRL 2024 Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition AAAI 2024 Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning CVPR 2024 Rethinking Causal Relationships Learning in Graph Neural Networks AAAI 2024 Rethinking Centered Kernel Alignment in Knowledge Distillation IJCAI 2024 Rethinking Fourier Transform from A Basis Functions Perspective for Long-term Time Series Forecasting NeurIPS 2024