data augmentation

Understanding the Role of Equivariance in Self-supervised Learning NeurIPS 2024 Understanding when Dynamics-Invariant Data Augmentations Benefit Model-free Reinforcement Learning Updates ICLR 2024 UnibucLLM: Harnessing LLMs for Automated Prediction of Item Difficulty and Response Time for Multiple-Choice Questions NAACL 2024 UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding COLING 2024 Unmixing Before Fusion: A Generalized Paradigm for Multi-Source-based Hyperspectral Image Synthesis CVPR 2024 Unsupervised Domain Adaptation of Brain MRI Skull Stripping Trained on Adult Data to Newborns: Combining Synthetic Data with Domain Invariant Features MIDL 2024 UTRad-NLP at #SMM4H 2024: Why LLM-Generated Texts Fail to Improve Text Classification Models ACL 2024 Video Recognition in Portrait Mode CVPR 2024 View-Invariant Policy Learning via Zero-Shot Novel View Synthesis CoRL 2024 Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation ICLR 2024 Visible-Infrared Person Re-Indentification via Feature Fusion and Deep Mutual Learning ACML 2024 WALT3D: Generating Realistic Training Data from Time-Lapse Imagery for Reconstructing Dynamic Objects Under Occlusion CVPR 2024 Weakly Supervised Semantic Segmentation for Driving Scenes AAAI 2024 Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency ICLR 2024 Weighted Cross-entropy for Low-Resource Languages in Multilingual Speech Recognition Interspeech 2024 Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification COLING 2024 WhatIf: Leveraging Word Vectors for Small-Scale Data Augmentation CoNLL 2024 When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract) AAAI 2024 WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions ICLR 2024 YNU-HPCC at SIGHAN-2024 dimABSA Task: Using PLMs with a Joint Learning Strategy for Dimensional Intensity Prediction ACL 2024 You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning NeurIPS 2024 You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions EMNLP 2024 Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion CVPR 2024 ZeLa: Advancing Zero-Shot Multilingual Semantic Parsing with Large Language Models and Chain-of-Thought Strategies COLING 2024 3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection NeurIPS 2023