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 16 of 16

751. ICLR 2023Brain-like representational straightening of natural movies in robust feedforward neural networks
752. ICLR 2023Contrastive Audio-Visual Masked Autoencoder
753. ICLR 2023EquiMod: An Equivariance Module to Improve Visual Instance Discrimination
754. ICLR 2023Filter-Recovery Network for Multi-Speaker Audio-Visual Speech Separation
755. ICLR 2023Learning to Decompose Visual Features with Latent Textual Prompts
756. ICLR 2023Learning to reason over visual objects
757. ICLR 2023Make-A-Video: Text-to-Video Generation without Text-Video Data
758. ICLR 2023Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning
759. ICLR 2023Visual Imitation Learning with Patch Rewards
760. ICML 2023A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
761. ICML 2023Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models
762. ICML 2023Patch-level Contrastive Learning via Positional Query for Visual Pre-training
763. ICML 2023Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues
764. ICML 2023SeMAIL: Eliminating Distractors in Visual Imitation via Separated Models
765. ICML 2023Towards credible visual model interpretation with path attribution
766. NeurIPS 20234D Panoptic Scene Graph Generation
767. NeurIPS 2023AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis
768. NeurIPS 2023ClusterFomer: Clustering As A Universal Visual Learner
769. NeurIPS 2023Collaborative Score Distillation for Consistent Visual Editing
770. NeurIPS 2023Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks
771. NeurIPS 2023Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models
772. NeurIPS 2023GlyphControl: Glyph Conditional Control for Visual Text Generation
773. NeurIPS 2023High-Fidelity Audio Compression with Improved RVQGAN
774. NeurIPS 2023Modality-Independent Teachers Meet Weakly-Supervised Audio-Visual Event Parser
775. NeurIPS 2023Revisit Weakly-Supervised Audio-Visual Video Parsing from the Language Perspective
776. NeurIPS 2023STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events
777. NeurIPS 2023UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild
778. NeurIPS 2023Visual Instruction Tuning
779. NeurIPS 2023Visual Programming for Step-by-Step Text-to-Image Generation and Evaluation
780. NeurIPS 2023Weakly-Supervised Audio-Visual Segmentation

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.