Representation Learning

Cross-View Contrastive Fusion for Enhanced Molecular Property Prediction IJCAI 2024 CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution ICML 2024 CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference NeurIPS 2024 Crystalformer: Infinitely Connected Attention for Periodic Structure Encoding ICLR 2024 CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages EMNLP 2024 CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts NeurIPS 2024 Curved Representation Space of Vision Transformers AAAI 2024 Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning NeurIPS 2024 Cutting the Black Box: Conceptual Interpretation of a Deep Neural Net with Multi-Modal Embeddings and Multi-Criteria Decision Aid IJCAI 2024 CW Complex Hypothesis for Image Data ICML 2024 CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling COLING 2024 CYUT at SemEval-2024 Task 7: A Numerals Augmentation and Feature Enhancement Approach to Numeral Reading Comprehension SemEval 2024 D$^3$Fields: Dynamic 3D Descriptor Fields for Zero-Shot Generalizable Rearrangement CoRL 2024 D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning NeurIPS 2024 D^4: Dataset Distillation via Disentangled Diffusion Model CVPR 2024 DAG-Aware Variational Autoencoder for Social Propagation Graph Generation AAAI 2024 DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning AAAI 2024 DAPE: Data-Adaptive Positional Encoding for Length Extrapolation NeurIPS 2024 DAPR: A Benchmark on Document-Aware Passage Retrieval ACL 2024 Data Attribution for Text-to-Image Models by Unlearning Synthesized Images NeurIPS 2024 Data-driven Coreference-based Ontology Building EMNLP 2024 Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond ICML 2024 Data-Efficient Molecular Generation with Hierarchical Textual Inversion ICML 2024 DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks ICLR 2024 DB-PMAE: Dual-Branch Prototypical Masked AutoEncoder with locality for domain robust speaker verification Interspeech 2024