Deep Learning

On the Universality of Volume-Preserving and Coupling-Based Normalizing Flows ICML 2024 On the Unstable Convergence Regime of Gradient Descent AAAI 2024 On the Use of Anchoring for Training Vision Models NeurIPS 2024 On the Vulnerability of Skip Connections to Model Inversion Attacks ECCV 2024 On the Way to Lossless Compression of Language Transformers: Exploring Cross-Domain Properties of Quantization COLING 2024 On the Weight Dynamics of Deep Normalized Networks ICML 2024 On the Worst Prompt Performance of Large Language Models NeurIPS 2024 Ontology-guided Knowledge Graph Construction from Maintenance Short Texts ACL 2024 On Training Data Influence of GPT Models EMNLP 2024 On Train-Test Class Overlap and Detection for Image Retrieval CVPR 2024 On Trajectory Augmentations for Off-Policy Evaluation ICLR 2024 On Unsupervised Domain Adaptation: Pseudo Label Guided Mixup for Adversarial Prompt Tuning AAAI 2024 On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective ICML 2024 OOVs in the Spotlight: How to Inflect Them? COLING 2024 Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance CVPR 2024 OpenBias: Open-set Bias Detection in Text-to-Image Generative Models CVPR 2024 OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies CVPR 2024 OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding NeurIPS 2024 OpenGraph: Towards Open Graph Foundation Models EMNLP 2024 Opening the Black Box: Unraveling the Classroom Dialogue Analysis (Student Abstract) AAAI 2024 Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives NeurIPS 2024 OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset NeurIPS 2024 OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views ICLR 2024 OpenOmni: A Collaborative Open Source Tool for Building Future-Ready Multimodal Conversational Agents EMNLP 2024 Open Problem: Anytime Convergence Rate of Gradient Descent COLT 2024