Awesome Audio Generation

Key papers

• InterleaveThinker: Reinforcing Agentic Interleaved Generation (2026)
  Dian Zheng et al.
  14.38
• OmniVideo-100K: A Dataset for Audio-Visual Reasoning through Structured Scripts and Evidence Chains (2026)
  Xinyue Cai et al.
  10.83
• Avatar V: Scaling Video-Reference Avatar Video Generation (2026)
  Benjamin Liang et al.
  7.85
• Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models (2025)
  Jinho Jeong et al.
  7.82
• A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images (2025)
  Zineb Sordo and Eric Chagnon and Daniela Ushizima
  7.64
• Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation (2023)
  David Junhao Zhang et al.
  6.55
• Latte: Latent Diffusion Transformer for Video Generation (2024)
  Xin Ma et al.
  6.11
• Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation (2024)
  Hongxu Jiang et al.
  5.40
• Projected Coupled Diffusion for Test-Time Constrained Joint Generation (2025)
  Hao Luan et al.
  5.03
• VHDLSuite: Unified Pipeline for LLM VHDL Generation with Data Synthesis and Evaluation (2026)
  Yijun Shen et al.
  5.01
• Long-horizon Streaming Video Generation Via Hybrid Attention With Decoupled Distillation (2026)
  Ruibin Li, Tao Yang, Fangzhou Ai, et al.
  4.89
• Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control (2025)
  Zekai Gu et al.
  4.76
• Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think (2024)
  Sihyun Yu et al.
  4.60
• Zero Shot Molecular Generation via Similarity Kernels (2024)
  Rokas Elijo\v{s}ius et al.
  4.57
• PhytoSynth: Leveraging Multi-modal Generative Models for Crop Disease Data Generation with Novel Benchmarking and Prompt Engineering Approach (2025)
  Nitin Rai et al.
  4.47
• MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation (2025)
  Mingcheng Li et al.
  4.47
• Generative Modeling of Bach-Style Symbolic Music: A Comparative Study of Autoregressive, Latent-Variable, and Adversarial Approaches (2026)
  Dezhi Yu et al.
  4.39
• Prompt2Effect: Training-Free Image-to-Video Model Specialization via LoRA Generation (2026)
  Xiaomeng Yang et al.
  4.39
• Mask, Sample, Revise: A Revisable CTMC Inference Stack for Guided Discrete Flow Matching Text-to-Speech (2026)
  Alef Iury Siqueira Ferreira et al.
  4.39
• FoleyGenEx: Unified Video-to-Audio Generation with Multi-Modal Control, Temporal Alignment, and Semantic Precision (2026)
  Shiyao Wang et al.
  4.39
• VideoWeave: Unlocking Geometric Consistency in Video Generation via Joint Geometry-Video Modeling (2026)
  Xunzhi Xiang et al.
  4.39
• VeriGeo: Controllable Geometry Question Generation with Numerical and Analytical Verification (2026)
  Xiaoxian Duan et al.
  4.39
• LapidaryEngine: Fully Conversational Crystal Generation (2026)
  Yusei Ito et al.
  4.39
• CausalMotion: Structured Physical Reasoning as Keyframe and Trajectory Guidance for Training-Free Video Generation (2026)
  Sihan Zhuang et al.
  4.39
• PepALD: Macrocyclic Peptide Generation via Autoregressive Latent Diffusion (2026)
  Junming Zhang et al.
  4.39
• Code Correctness Signals in LLM Hidden States: Pre-Generation Probing and Repair Geometry (2026)
  Carlo Di Cicco
  4.39
• A Qualitative Review of GenAI-Based Methods for Data Generation and Augmentation in Industrial Computer Vision Applications (2026)
  Paul Koch et al.
  4.39
• Memento: Reconstruct to Remember for Consistent Long Video Generation (2026)
  Xuan Wei et al.
  4.39
• Flood and Harvest: The Provable Necessity of Trivia for Generating Valuable Mathematics via the Lens of Language Generation in the Limit (2026)
  Xiaoyu Li et al.
  4.39
• Latent Process Generator Matching (2026)
  Lukas Billera et al.
  4.33
• Towards Controllable Image Generation through Representation-Conditioned Diffusion Models (2026)
  Nithesh Chandher Karthikeyan et al.
  4.33
• Diffusion-Based Ukrainian Handwritten Text Generation with Cross-Domain Style Transfer (2026)
  Andrii Ahitoliev et al.
  4.33
• StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text (2024)
  Roberto Henschel et al.
  4.21
• CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects (2024)
  Zhao Wang et al.
  4.10
• One-step Latent-free Image Generation with Pixel Mean Flows (2026)
  Yiyang Lu et al.
  3.98
• Seeing It Before It Happens: In-Generation NSFW Detection for Diffusion-Based Text-to-Image Models (2025)
  Fan Yang et al.
  3.97
• StorySync: Training-Free Subject Consistency in Text-to-Image Generation via Region Harmonization (2025)
  Gopalji Gaur et al.
  3.97
• DreamComposer++: Empowering Diffusion Models with Multi-View Conditions for 3D Content Generation (2025)
  Yunhan Yang et al.
  3.92
• Denoising Multi-Beta VAE: Representation Learning for Disentanglement and Generation (2025)
  Anshuk Uppal et al.
  3.92
• Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation (2025)
  Jincheng Zhang et al.
  3.81
• Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation (2025)
  Zahra TehraniNasab et al.
  3.70
• Face-MakeUp: Multimodal Facial Prompts for Text-to-Image Generation (2025)
  Dawei Dai et al.
  3.59
• Structural Energy Guidance for View-Consistent Text-to-3D Generation (2026)
  Qing Zhang et al.
  3.45
• Paris 2.0: A Decentralized Diffusion Model for Video Generation (2026)
  Ali Rouzbayani et al.
  3.45
• Generation of non-stationary stochastic fields using Generative Adversarial Networks (2022)
  Alhasan Abdellatif et al.
  3.19
• Motion-Zero: Zero-Shot Moving Object Control Framework for Diffusion-Based Video Generation (2024)
  Changgu Chen et al.
  2.92
• ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models (2025)
  Ozgur Kara et al.
  2.87
• Deep Generative Model-Based Generation of Synthetic Individual-Specific Brain MRI Segmentations (2025)
  Ruijie Wang et al.
  2.82
• Wavelet-based Variational Autoencoders for High-Resolution Image Generation (2025)
  Andrew Kiruluta
  2.82
• DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generation (2025)
  Chen Chen et al.
  2.76
• Compressed Image Generation with Denoising Diffusion Codebook Models (2025)
  Guy Ohayon et al.
  2.71
• A Mixture-Based Framework for Guiding Diffusion Models (2025)
  Yazid Janati et al.
  2.71
• UniForm: A Unified Multi-Task Diffusion Transformer for Audio-Video Generation (2025)
  Lei Zhao et al.
  2.71
• HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation (2025)
  Qijun Gan et al.
  2.71
• Ultrasound Image Generation using Latent Diffusion Models (2025)
  Benoit Freiche et al.
  2.71
• CubeDiff: Repurposing Diffusion-Based Image Models for Panorama Generation (2025)
  Nikolai Kalischek et al.
  2.65
• Efficient Generative Modeling with Residual Vector Quantization-Based Tokens (2024)
  Jaehyeon Kim et al.
  2.60
• Blenderrag: High-fidelity 3D Object Generation Via Retrieval-augmented Code Synthesis (2026)
  Massimo Rondelli, Francesco Pivi, Maurizio Gabbrielli
  2.60
• ZoomLDM: Latent Diffusion Model for multi-scale image generation (2024)
  Srikar Yellapragada et al.
  2.54
• Multi-Source Music Generation with Latent Diffusion (2024)
  Zhongweiyang Xu et al.
  2.43