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

780 papers, page 9 of 16

401. CVPR 2025NVILA: Efficient Frontier Visual Language Models
402. CVPR 2025Object-aware Sound Source Localization via Audio-Visual Scene Understanding
403. CVPR 2025OmniFlow: Any-to-Any Generation with Multi-Modal Rectified Flows
404. CVPR 2025OpenHumanVid: A Large-Scale High-Quality Dataset for Enhancing Human-Centric Video Generation
405. CVPR 2025Panorama Generation From NFoV Image Done Right
406. CVPR 2025Parallelized Autoregressive Visual Generation
407. CVPR 2025PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset
408. CVPR 2025PhysVLM: Enabling Visual Language Models to Understand Robotic Physical Reachability
409. CVPR 2025POSTA: A Go-to Framework for Customized Artistic Poster Generation
410. CVPR 2025PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation
411. CVPR 2025Prior Does Matter: Visual Navigation via Denoising Diffusion Bridge Models
412. CVPR 2025ProAPO: Progressively Automatic Prompt Optimization for Visual Classification
413. CVPR 2025ProxyTransformation: Preshaping Point Cloud Manifold With Proxy Attention For 3D Visual Grounding
414. CVPR 2025Question-Aware Gaussian Experts for Audio-Visual Question Answering
415. CVPR 2025RandAR: Decoder-only Autoregressive Visual Generation in Random Orders
416. CVPR 2025Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models
417. CVPR 2025Relation-Rich Visual Document Generator for Visual Information Extraction
418. CVPR 2025RELOCATE: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations
419. CVPR 2025Revisiting Audio-Visual Segmentation with Vision-Centric Transformer
420. CVPR 2025Robotic Visual Instruction
421. CVPR 2025Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment
422. CVPR 2025ROICtrl: Boosting Instance Control for Visual Generation
423. CVPR 2025SAM2-LOVE: Segment Anything Model 2 in Language-aided Audio-Visual Scenes
424. CVPR 2025Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection
425. CVPR 2025Self-Evolving Visual Concept Library using Vision-Language Critics
426. CVPR 2025ShowHowTo: Generating Scene-Conditioned Step-by-Step Visual Instructions
427. CVPR 2025Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation
428. CVPR 2025SketchAgent: Language-Driven Sequential Sketch Generation
429. CVPR 2025Sonic: Shifting Focus to Global Audio Perception in Portrait Animation
430. CVPR 2025SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding
431. CVPR 2025Stop Learning it all to Mitigate Visual Hallucination, Focus on the Hallucination Target.
432. CVPR 2025Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation
433. CVPR 2025Synchronized Video-to-Audio Generation via Mel Quantization-Continuum Decomposition
434. CVPR 2025Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation
435. CVPR 2025Towards General Visual-Linguistic Face Forgery Detection
436. CVPR 2025Towards Open-Vocabulary Audio-Visual Event Localization
437. CVPR 2025Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation
438. CVPR 2025TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation
439. CVPR 2025Unbiased Video Scene Graph Generation via Visual and Semantic Dual Debiasing
440. CVPR 2025Unseen Visual Anomaly Generation
441. CVPR 2025Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach
442. CVPR 2025UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing
443. CVPR 2025VGGT: Visual Geometry Grounded Transformer
444. CVPR 2025VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos
445. CVPR 2025VinaBench: Benchmark for Faithful and Consistent Visual Narratives
446. CVPR 2025VinTAGe: Joint Video and Text Conditioning for Holistic Audio Generation
447. CVPR 2025ViUniT: Visual Unit Tests for More Robust Visual Programming
448. CVPR 2025WeGen: A Unified Model for Interactive Multimodal Generation as We Chat
449. CVPR 2025ZeroVO: Visual Odometry with Minimal Assumptions
450. ICLR 2025Aligned Better, Listen Better for Audio-Visual Large Language Models

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.