Synthetic Data Generation

Texvent: Asynchronous Event Data Simulation via Text Prompt CVPR 2026 The Data Frontier for Large Language Models: Selection, Synthesis, and Tools ACL 2026 Towards Generalized Multimodal Homography Estimation CVPR 2026 Towards Real-World Document Parsing via Realistic Scene Synthesis and Document-Aware Training CVPR 2026 TrafficAlign: Aligning Large Language Models for Traffic Scenario Generation CVPR 2026 Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents ACL 2026 Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text ACL 2026 UPDESH: Synthesizing Grounded Instruction Tuning Data for 13 Indic Languages ACL 2026 Video2Robo: 3DGS-based Synthetic Data from One Video Enables Scalable Robot Learning CVPR 2026 VOYAGER: A Training Free Approach for Generating Diverse Datasets using LLMs ACL 2026 WebSTAR: Scalable Data Synthesis for Computer Use Agents with Step-Level Filtering ACL 2026 What Makes Good Synthetic Training Data for Zero-Shot Stereo Matching? CVPR 2026 What's Wrong with Synthetic Data for Scene Text Recognition? A Strong Synthetic Engine with Diverse Simulations and Self-Evolution CVPR 2026 When Pretty Isn't Useful: Investigating Why Modern Text-to-Image Models Fail as Reliable Training Data Generators CVPR 2026 Adapting Whisper for low-resource Hindi-English Code-Mix speech with on-the-fly Augmentation & LLM-Synthesised Data Interspeech 2025 Advancing Pediatric ASR: The Role of Voice Generation in Disordered Speech Interspeech 2025 AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition SemEval 2025 Analysis and Evaluation of Synthetic Data Generation in Speech Dysfluency Detection Interspeech 2025 Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation Interspeech 2025 CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval SemEval 2025 Can we train ASR systems on Code-switch without real code-switch data? Case study for Singapore's languages Interspeech 2025 DepressGEN: Synthetic Data Generation Framework for Depression Detection Interspeech 2025 Empowering Large Language Models for End-to-End Speech Translation Leveraging Synthetic Data Interspeech 2025 Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework EMNLP 2025 Enhancing Arabic Automated Essay Scoring with Synthetic Data and Error Injection ACL 2025