Audio-Visual Generation papers, 2023–2026

Key findings

• Audio-Visual Generation went from 92 papers in 2023 to 336 in 2026, roughly 3.7x in three years.
• CVPR publishes the most Audio-Visual Generation work: 383 papers from 2023 to 2026, 49% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 6 in 2023 to 79 in 2026.
• Among the 5 topics under Multimodal Generation, it ranks #2 by 2026 paper count; the fastest grower in the group, Storytelling Generation, is up 15x versus 3.7x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Binding Visual Features Point by Point
• ICML 2026AVI-Bench: Toward Human-like Audio-Visual Intelligence of Omni-MLLMs
• ICLR 2026AC-Foley: Reference-Audio-Guided Video-to-Audio Synthesis with Acoustic Transfer
• CVPR 2026Benchmarking Single-Factor Physical Video-to-Audio Generation
• NeurIPS 2025$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time
• ICML 2025Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities
• ICLR 2025AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models
• CVPR 2025Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding
• NeurIPS 2024Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
• ICML 2024CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
• ICLR 2024Can Transformers Capture Spatial Relations between Objects?
• CVPR 2024EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning
• NeurIPS 20234D Panoptic Scene Graph Generation
• ICML 2023A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
• ICLR 2023Learning to reason over visual objects
• CVPR 2023Autoregressive Visual Tracking
• NeurIPS 2026From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation
• ICML 2026Deep Ensemble Clustering for Visual Representation Learning
• ICLR 2026AQuA: Toward Strategic Response Generation for Ambiguous Visual Questions
• CVPR 2026Co-Me Confidence Guided Token Merging for Visual Geometric Transformers

All Audio-Visual Generation papers

83 papers, page 2 of 2

51. ICML 2025The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering
52. ICML 2025Token Coordinated Prompt Attention is Needed for Visual Prompting
53. ICML 2025Understanding Complexity in VideoQA via Visual Program Generation
54. ICML 2025Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision
55. ICML 2025video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model
56. ICML 2025Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models
57. ICML 2025Visual Generation Without Guidance
58. ICML 2025ZipAR: Parallel Autoregressive Image Generation through Spatial Locality
59. ICML 2024An Independence-promoting Loss for Music Generation with Language Models
60. ICML 2024CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
61. ICML 2024Completing Visual Objects via Bridging Generation and Segmentation
62. ICML 2024Creative Text-to-Audio Generation via Synthesizer Programming
63. ICML 2024Disguised Copyright Infringement of Latent Diffusion Models
64. ICML 2024EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
65. ICML 2024From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation
66. ICML 2024IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation
67. ICML 2024Learning to Infer Generative Template Programs for Visual Concepts
68. ICML 2024Non-confusing Generation of Customized Concepts in Diffusion Models
69. ICML 2024Sample-specific Masks for Visual Reprogramming-based Prompting
70. ICML 2024Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images
71. ICML 2024UniAudio: Towards Universal Audio Generation with Large Language Models
72. ICML 2024UPAM: Unified Prompt Attack in Text-to-Image Generation Models Against Both Textual Filters and Visual Checkers
73. ICML 2024video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models
74. ICML 2024Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
75. ICML 2024VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context
76. ICML 2024Visual Representation Learning with Stochastic Frame Prediction
77. ICML 2024Visual Transformer with Differentiable Channel Selection: An Information Bottleneck Inspired Approach
78. ICML 2023A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
79. ICML 2023Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models
80. ICML 2023Patch-level Contrastive Learning via Positional Query for Visual Pre-training
81. ICML 2023Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues
82. ICML 2023SeMAIL: Eliminating Distractors in Visual Imitation via Separated Models
83. ICML 2023Towards credible visual model interpretation with path attribution

FAQ

How many Audio-Visual Generation papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

780 in total: 92 in 2023, 131 in 2024, 221 in 2025, 336 in 2026.

How many Audio-Visual Generation papers are at NeurIPS 2026?

NeurIPS 2026 has 84 Audio-Visual Generation papers, versus 57 the year before.

How many Audio-Visual Generation papers are at ICLR 2026?

ICLR 2026 has 64 Audio-Visual Generation papers, versus 32 the year before.

How many Audio-Visual Generation papers are at ICML 2026?

ICML 2026 has 39 Audio-Visual Generation papers, versus 19 the year before.

How many Audio-Visual Generation papers are at CVPR 2026?

CVPR 2026 has 149 Audio-Visual Generation papers, versus 113 the year before.

Which conference publishes the most Audio-Visual Generation papers?

CVPR, with 383 papers from 2023 to 2026.