Representation Learning

CMG-Net: Robust Normal Estimation for Point Clouds via Chamfer Normal Distance and Multi-Scale Geometry AAAI 2024 CNEQ: Incorporating numbers into Knowledge Graph Reasoning EMNLP 2024 Coarse-To-Fine Tensor Trains for Compact Visual Representations ICML 2024 CoCoG: Controllable Visual Stimuli Generation Based on Human Concept Representations IJCAI 2024 Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models ACL 2024 Codebook Features: Sparse and Discrete Interpretability for Neural Networks ICML 2024 CoDeF: Content Deformation Fields for Temporally Consistent Video Processing CVPR 2024 Code-Mixed Probes Show How Pre-Trained Models Generalise on Code-Switched Text COLING 2024 CODE REPRESENTATION LEARNING AT SCALE ICLR 2024 Code Representation Pre-training with Complements from Program Executions EMNLP 2024 CoELM: Construction-Enhanced Language Modeling ACL 2024 CoFie: Learning Compact Neural Surface Representations with Coordinate Fields NeurIPS 2024 Cognitive Information Bottleneck: Extracting Minimal Sufficient Cognitive Language Processing Signals COLING 2024 Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling NeurIPS 2024 Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference AAAI 2024 CoLM-DSR: Leveraging Neural Codec Language Modeling for Multi-Modal Dysarthric Speech Reconstruction Interspeech 2024 Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media ACL 2024 Combining Observational Data and Language for Species Range Estimation NeurIPS 2024 Compact 3D Scene Representation via Self-Organizing Gaussian Grids ECCV 2024 Comparing Edge-based and Node-based Methods on a Citation Prediction Task EMNLP 2024 Comparing Graph Transformers via Positional Encodings ICML 2024 Comparing Static and Contextual Distributional Semantic Models on Intrinsic Tasks: An Evaluation on Mandarin Chinese Datasets COLING 2024 Complete and Efficient Graph Transformers for Crystal Material Property Prediction ICLR 2024 Composing Object Relations and Attributes for Image-Text Matching CVPR 2024 Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning NeurIPS 2024