Curriculum Learning

UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios CVPR 2026 UniVocal: Unified Speech-Singing Code-Switching Synthesis ACL 2026 VideoCuRL: Video Curriculum Reinforcement Learning with Orthogonal Difficulty Decomposition ACL 2026 What Makes a Good Curriculum? Disentangling the Effects of Data Ordering on LLM Mathematical Reasoning ACL 2026 Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning ACL 2026 BR-ASR: Efficient and Scalable Bias Retrieval Framework for Contextual Biasing ASR in Speech LLM Interspeech 2025 CBA-Whisper: Curriculum Learning-Based AdaLoRA Fine-Tuning on Whisper for Low-Resource Dysarthric Speech Recognition Interspeech 2025 Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation CVPR 2025 Curriculum Learning for Language-guided, Multi-modal Detection of Various Pathologies MIDL 2025 Dysarthric Speech Recognition Using Curriculum Learning and Multi-stream Architecture Interspeech 2025 GTA: Towards Generative Text-To-Audio Retrieval via Multi-Scale Tokenizer Interspeech 2025 Naturalness-Aware Curriculum Learning with Dynamic Temperature for Speech Deepfake Detection Interspeech 2025 NextBestPath: Efficient 3D Mapping of Unseen Environments ICLR 2025 Safety-Prioritizing Curricula for Constrained Reinforcement Learning ICLR 2025 SepVAC: Multitask Learning of Speaker Separation, Speaker Localization, Microphone Array Localization, and Room Acoustic Parameter Estimation in Various Acoustic Conditions Interspeech 2025 Speech-to-Text Translation with Phoneme-Augmented CoT: Enhancing Cross-Lingual Transfer in Low-Resource Scenarios Interspeech 2025 AMG-AVSR: Adaptive Modality Guidance for Audio-Visual Speech Recognition via Progressive Feature Enhancement ACML 2024 Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM ACL 2024 Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum AAAI 2024 Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning ACL 2024 Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation CVPR 2024 Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum NeurIPS 2024 DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing AAAI 2024 DittoGym: Learning to Control Soft Shape-Shifting Robots ICLR 2024 Enhancing Alignment using Curriculum Learning & Ranked Preferences EMNLP 2024