Deep Learning

Open Problem: Black-Box Reductions and Adaptive Gradient Methods for Nonconvex Optimization COLT 2024 Open Problem: Can Local Regularization Learn All Multiclass Problems? COLT 2024 Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models EMNLP 2024 OpenSep: Leveraging Large Language Models with Textual Inversion for Open World Audio Separation EMNLP 2024 Open-Set Domain Adaptation for Semantic Segmentation CVPR 2024 Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024 OpenT2T: An Open-Source Toolkit for Table-to-Text Generation EMNLP 2024 Open-Vocabulary 3D Semantic Segmentation with Foundation Models CVPR 2024 Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models CVPR 2024 Open-Vocabulary Calibration for Fine-tuned CLIP ICML 2024 Open-Vocabulary Object 6D Pose Estimation CVPR 2024 Open-Vocabulary Segmentation with Semantic-Assisted Calibration CVPR 2024 Open Vocabulary Semantic Scene Sketch Understanding CVPR 2024 Open-Vocabulary Video Anomaly Detection CVPR 2024 Open-Vocabulary Video Relation Extraction AAAI 2024 Open-World Human-Object Interaction Detection via Multi-modal Prompts CVPR 2024 Open-world Multi-label Text Classification with Extremely Weak Supervision EMNLP 2024 Open-World Semantic Segmentation Including Class Similarity CVPR 2024 OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation CVPR 2024 Operationalizing Essential Characteristics of Creativity in a Computational System for Music Composition AAAI 2024 Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations AAAI 2024 Operator learning without the adjoint JMLR 2024 Operator SVD with Neural Networks via Nested Low-Rank Approximation ICML 2024 Opinion Unaware Image Quality Assessment via Adversarial Convolutional Variational Autoencoder WACV 2024 Opponent Modeling with In-context Search NeurIPS 2024