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

92 papers, page 1 of 2

1. CVPR 2023An Erudite Fine-Grained Visual Classification Model
2. CVPR 2023Audio-Visual Grouping Network for Sound Localization From Mixtures
3. CVPR 2023AutoAD: Movie Description in Context
4. CVPR 2023Autoregressive Visual Tracking
5. CVPR 2023AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction
6. CVPR 2023CASP-Net: Rethinking Video Saliency Prediction From an Audio-Visual Consistency Perceptual Perspective
7. CVPR 2023Class-Balancing Diffusion Models
8. CVPR 2023Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception
9. CVPR 2023Conditional Generation of Audio From Video via Foley Analogies
10. CVPR 2023Dense-Localizing Audio-Visual Events in Untrimmed Videos: A Large-Scale Benchmark and Baseline
11. CVPR 2023Devil's on the Edges: Selective Quad Attention for Scene Graph Generation
12. CVPR 2023Diversity-Aware Meta Visual Prompting
13. CVPR 2023Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation
14. CVPR 2023Egocentric Audio-Visual Object Localization
15. CVPR 2023EVA: Exploring the Limits of Masked Visual Representation Learning at Scale
16. CVPR 2023Fast Contextual Scene Graph Generation With Unbiased Context Augmentation
17. CVPR 2023Graph Transformer GANs for Graph-Constrained House Generation
18. CVPR 2023Handwritten Text Generation From Visual Archetypes
19. CVPR 2023Hierarchical Discriminative Learning Improves Visual Representations of Biomedical Microscopy
20. CVPR 2023Hyperbolic Contrastive Learning for Visual Representations Beyond Objects
21. CVPR 2023ImageBind: One Embedding Space To Bind Them All
22. CVPR 2023Improving Selective Visual Question Answering by Learning From Your Peers
23. CVPR 2023iQuery: Instruments As Queries for Audio-Visual Sound Separation
24. CVPR 2023IS-GGT: Iterative Scene Graph Generation With Generative Transformers
25. CVPR 2023Joint Visual Grounding and Tracking With Natural Language Specification
26. CVPR 2023KiUT: Knowledge-Injected U-Transformer for Radiology Report Generation
27. CVPR 2023Language Adaptive Weight Generation for Multi-Task Visual Grounding
28. CVPR 2023Language-Guided Audio-Visual Source Separation via Trimodal Consistency
29. CVPR 2023Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning
30. CVPR 2023Learning Rotation-Equivariant Features for Visual Correspondence
31. CVPR 2023Learning Visual Representations via Language-Guided Sampling
32. CVPR 2023Logical Implications for Visual Question Answering Consistency
33. CVPR 2023Long-Term Visual Localization With Mobile Sensors
34. CVPR 2023Look, Radiate, and Learn: Self-Supervised Localisation via Radio-Visual Correspondence
35. CVPR 2023Make-a-Story: Visual Memory Conditioned Consistent Story Generation
36. CVPR 2023MetaCLUE: Towards Comprehensive Visual Metaphors Research
37. CVPR 2023METransformer: Radiology Report Generation by Transformer With Multiple Learnable Expert Tokens
38. CVPR 2023MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
39. CVPR 2023OrienterNet: Visual Localization in 2D Public Maps With Neural Matching
40. CVPR 2023Panoptic Video Scene Graph Generation
41. CVPR 2023Patch-Based 3D Natural Scene Generation From a Single Example
42. CVPR 2023Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning
43. CVPR 2023Prototype-Based Embedding Network for Scene Graph Generation
44. CVPR 2023PVO: Panoptic Visual Odometry
45. CVPR 2023RILS: Masked Visual Reconstruction in Language Semantic Space
46. CVPR 2023RMLVQA: A Margin Loss Approach for Visual Question Answering With Language Biases
47. CVPR 2023Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert
48. CVPR 2023Self-Supervised Video Forensics by Audio-Visual Anomaly Detection
49. CVPR 2023SeqTrack: Sequence to Sequence Learning for Visual Object Tracking
50. CVPR 2023Sound to Visual Scene Generation by Audio-to-Visual Latent Alignment

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.