Data Augmentation

Shaping Without Tearing: Controllable Diffeomorphic Deformations for Topology-Preserving 3D Point Cloud Augmentation AAAI 2026 SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity EACL 2026 SOSControl: Enhancing Human Motion Generation Through Saliency-Aware Symbolic Orientation and Timing Control AAAI 2026 Spectral Property-Driven Data Augmentation for Hyperspectral Single-Source Domain Generalization AAAI 2026 STAR-1: Safer Alignment of Reasoning LLMs with 1K Data AAAI 2026 SVS-GAN for Semantic Synthesis of Traffic Videos for Autonomous Driving WACV 2026 SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception WACV 2026 Synthetic Doctor-Patient Dialogue Generation for Robust Medical ASR: A Scalable Pipeline for Vocabulary Expansion and Privacy Preservation EACL 2026 T2LF: LLM-Guided Multimodal Diffusion for Text-to-Light Field Synthesis WACV 2026 TabGeoFlow: A Geometric Flow Matching Model for Tabular Data Synthesis AAAI 2026 Task-Level Instructions Induction for Audio Question Answering from Few Examples EACL 2026 Text-guided Controllable Diffusion for Realistic Camouflage Images Generation AAAI 2026 The AI Committee: A Multi-Agent Framework for Automated Validation and Remediation of Web-Sourced Data EACL 2026 The Impact of Highlighting Subjective Language on Perceived News Trustworthiness EACL 2026 Toward Gaze Target Detection of Young Autistic Children AAAI 2026 Towards Synthesizing High-Dimensional Tabular Data with Limited Samples AAAI 2026 ToxiGAN: Toxic Data Augmentation via LLM-Guided Directional Adversarial Generation EACL 2026 Treatment Stitching with Schrödinger Bridge for Enhancing Offline Reinforcement Learning in Adaptive Treatment Strategies AAAI 2026 Trustworthy AI-Assisted Programming: Detection and Repair of Unreliable Code AAAI 2026 VietMix: A Naturally-Occurring Parallel Corpus and Augmentation Framework for Vietnamese-English Code-Mixed Machine Translation EACL 2026 Vietnamese Automatic Speech Recognition: A Revisit EACL 2026 VPN: Visual Prompt Navigation AAAI 2026 A3-108 at BHASHA Task1: Asymmetric BPE configuration for Grammar Error Correction AACL 2025 Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval ACL 2025 ABCD at SemEval-2025 Task 9: BERT-based and Generation-based models combine with advanced weighted majority soft voting strategy SemEval 2025