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 15 of 16

701. CVPR 2023Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation
702. CVPR 2023Egocentric Audio-Visual Object Localization
703. CVPR 2023EVA: Exploring the Limits of Masked Visual Representation Learning at Scale
704. CVPR 2023Fast Contextual Scene Graph Generation With Unbiased Context Augmentation
705. CVPR 2023Graph Transformer GANs for Graph-Constrained House Generation
706. CVPR 2023Handwritten Text Generation From Visual Archetypes
707. CVPR 2023Hierarchical Discriminative Learning Improves Visual Representations of Biomedical Microscopy
708. CVPR 2023Hyperbolic Contrastive Learning for Visual Representations Beyond Objects
709. CVPR 2023ImageBind: One Embedding Space To Bind Them All
710. CVPR 2023Improving Selective Visual Question Answering by Learning From Your Peers
711. CVPR 2023iQuery: Instruments As Queries for Audio-Visual Sound Separation
712. CVPR 2023IS-GGT: Iterative Scene Graph Generation With Generative Transformers
713. CVPR 2023Joint Visual Grounding and Tracking With Natural Language Specification
714. CVPR 2023KiUT: Knowledge-Injected U-Transformer for Radiology Report Generation
715. CVPR 2023Language Adaptive Weight Generation for Multi-Task Visual Grounding
716. CVPR 2023Language-Guided Audio-Visual Source Separation via Trimodal Consistency
717. CVPR 2023Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning
718. CVPR 2023Learning Rotation-Equivariant Features for Visual Correspondence
719. CVPR 2023Learning Visual Representations via Language-Guided Sampling
720. CVPR 2023Logical Implications for Visual Question Answering Consistency
721. CVPR 2023Long-Term Visual Localization With Mobile Sensors
722. CVPR 2023Look, Radiate, and Learn: Self-Supervised Localisation via Radio-Visual Correspondence
723. CVPR 2023Make-a-Story: Visual Memory Conditioned Consistent Story Generation
724. CVPR 2023MetaCLUE: Towards Comprehensive Visual Metaphors Research
725. CVPR 2023METransformer: Radiology Report Generation by Transformer With Multiple Learnable Expert Tokens
726. CVPR 2023MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
727. CVPR 2023OrienterNet: Visual Localization in 2D Public Maps With Neural Matching
728. CVPR 2023Panoptic Video Scene Graph Generation
729. CVPR 2023Patch-Based 3D Natural Scene Generation From a Single Example
730. CVPR 2023Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning
731. CVPR 2023Prototype-Based Embedding Network for Scene Graph Generation
732. CVPR 2023PVO: Panoptic Visual Odometry
733. CVPR 2023RILS: Masked Visual Reconstruction in Language Semantic Space
734. CVPR 2023RMLVQA: A Margin Loss Approach for Visual Question Answering With Language Biases
735. CVPR 2023Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert
736. CVPR 2023Self-Supervised Video Forensics by Audio-Visual Anomaly Detection
737. CVPR 2023SeqTrack: Sequence to Sequence Learning for Visual Object Tracking
738. CVPR 2023Sound to Visual Scene Generation by Audio-to-Visual Latent Alignment
739. CVPR 2023The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training
740. CVPR 2023Towards Bridging the Performance Gaps of Joint Energy-Based Models
741. CVPR 2023Towards Effective Visual Representations for Partial-Label Learning
742. CVPR 2023Unbiased Scene Graph Generation in Videos
743. CVPR 2023Unicode Analogies: An Anti-Objectivist Visual Reasoning Challenge
744. CVPR 2023Vision Transformers Are Parameter-Efficient Audio-Visual Learners
745. CVPR 2023Visual Dependency Transformers: Dependency Tree Emerges From Reversed Attention
746. CVPR 2023Visual Localization Using Imperfect 3D Models From the Internet
747. CVPR 2023Visual Prompt Tuning for Generative Transfer Learning
748. CVPR 2023Visual Recognition by Request
749. CVPR 2023VQACL: A Novel Visual Question Answering Continual Learning Setting
750. ICLR 2023AudioGen: Textually Guided Audio Generation

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.