non-autoregressive generation

Advancing Reasoning in Diffusion Language Models with Denoising Process Rewards ACL 2026 Flowception: Temporally Expansive Flow Matching for Video Generation CVPR 2026 Scalable Video Action Anticipation with Cross Linear Attentive Memory WACV 2026 Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios AAAI 2026 Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising ACL 2026 Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference NAACL 2025 Conditional [MASK] Discrete Diffusion Language Model EMNLP 2025 DART: Distilling Autoregressive Reasoning to Silent Thought EMNLP 2025 Flexible-length Text Infilling for Discrete Diffusion Models EMNLP 2025 GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework IJCAI 2025 LAD: LoRA-Adapted Diffusion EMNLP 2025 MamTiff-CAD: Multi-Scale Latent Diffusion with Mamba+ for Complex Parametric Sequence ICCV 2025 Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs EMNLP 2025 TEncDM: Understanding the Properties of the Diffusion Model in the Space of Language Model Encodings AAAI 2025 Towards Diverse and Efficient Audio Captioning via Diffusion Models Interspeech 2025 Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes ACL 2025 A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation ACL 2024 Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations ICLR 2024 Benchmarking Diffusion Models for Machine Translation EACL 2024 Cross-Modality Diffusion Modeling and Sampling for Speech Recognition Interspeech 2024 Diffusion Glancing Transformer for Parallel Sequence-to-Sequence Learning NAACL 2024 Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation EACL 2024 DiffusPoll: Conditional Text Diffusion Model for Poll Generation ACL 2024 Discrete Flow Matching NeurIPS 2024 DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling NAACL 2024