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 10 of 16

451. ICLR 2025Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception
452. ICLR 2025AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models
453. ICLR 2025Beyond single neurons: population response geometry in digital twins of mouse visual cortex
454. ICLR 2025BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities
455. ICLR 2025ClawMachine: Learning to Fetch Visual Tokens for Referential Comprehension
456. ICLR 2025CyberHost: A One-stage Diffusion Framework for Audio-driven Talking Body Generation
457. ICLR 2025DisEnvisioner: Disentangled and Enriched Visual Prompt for Customized Image Generation
458. ICLR 2025DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation
459. ICLR 2025ECHOPulse: ECG Controlled Echocardio-gram Video Generation
460. ICLR 2025EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation
461. ICLR 2025Exploring the Design Space of Visual Context Representation in Video MLLMs
462. ICLR 2025GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs
463. ICLR 2025GEVRM: Goal-Expressive Video Generation Model For Robust Visual Manipulation
464. ICLR 2025HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
465. ICLR 2025Hydra-SGG: Hybrid Relation Assignment for One-stage Scene Graph Generation
466. ICLR 2025Incorporating Visual Correspondence into Diffusion Model for Virtual Try-On
467. ICLR 2025LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding
468. ICLR 2025LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior
469. ICLR 2025Long-horizon Visual Instruction Generation with Logic and Attribute Self-reflection
470. ICLR 2025Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation
471. ICLR 2025MDSGen: Fast and Efficient Masked Diffusion Temporal-Aware Transformers for Open-Domain Sound Generation
472. ICLR 2025MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video Generation
473. ICLR 2025MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequences
474. ICLR 2025Personalized Visual Instruction Tuning
475. ICLR 2025PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
476. ICLR 2025Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
477. ICLR 2025StochSync: Stochastic Diffusion Synchronization for Image Generation in Arbitrary Spaces
478. ICLR 2025TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation
479. ICLR 2025Toward Generalizing Visual Brain Decoding to Unseen Subjects
480. ICLR 2025Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment
481. ICLR 2025ViSAGe: Video-to-Spatial Audio Generation
482. ICML 2025Continuous Visual Autoregressive Generation via Score Maximization
483. ICML 2025Contrastive Visual Data Augmentation
484. ICML 2025DCBM: Data-Efficient Visual Concept Bottleneck Models
485. ICML 2025Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities
486. ICML 2025Learnings from Scaling Visual Tokenizers for Reconstruction and Generation
487. ICML 2025OmniAudio: Generating Spatial Audio from 360-Degree Video
488. ICML 2025Probing Visual Language Priors in VLMs
489. ICML 2025SketchDNN: Joint Continuous-Discrete Diffusion for CAD Sketch Generation
490. ICML 2025Sounding that Object: Interactive Object-Aware Image to Audio Generation
491. ICML 2025TabNAT: A Continuous-Discrete Joint Generative Framework for Tabular Data
492. ICML 2025Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
493. ICML 2025The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering
494. ICML 2025Token Coordinated Prompt Attention is Needed for Visual Prompting
495. ICML 2025Understanding Complexity in VideoQA via Visual Program Generation
496. ICML 2025Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision
497. ICML 2025video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model
498. ICML 2025Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models
499. ICML 2025Visual Generation Without Guidance
500. ICML 2025ZipAR: Parallel Autoregressive Image Generation through Spatial Locality

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.