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 13 of 16

601. CVPR 2024T-VSL: Text-Guided Visual Sound Source Localization in Mixtures
602. CVPR 2024The Audio-Visual Conversational Graph: From an Egocentric-Exocentric Perspective
603. CVPR 2024TIM: A Time Interval Machine for Audio-Visual Action Recognition
604. CVPR 2024Towards CLIP-driven Language-free 3D Visual Grounding via 2D-3D Relational Enhancement and Consistency
605. CVPR 2024TransNeXt: Robust Foveal Visual Perception for Vision Transformers
606. CVPR 2024Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation
607. CVPR 2024Unveiling the Power of Audio-Visual Early Fusion Transformers with Dense Interactions through Masked Modeling
608. CVPR 2024VGGSfM: Visual Geometry Grounded Deep Structure From Motion
609. CVPR 2024VILA: On Pre-training for Visual Language Models
610. CVPR 2024ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts
611. CVPR 2024VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens
612. CVPR 2024Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation
613. CVPR 2024Visual In-Context Prompting
614. CVPR 2024Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation
615. CVPR 2024VP3D: Unleashing 2D Visual Prompt for Text-to-3D Generation
616. CVPR 2024VRP-SAM: SAM with Visual Reference Prompt
617. CVPR 2024Weakly-Supervised Audio-Visual Video Parsing with Prototype-based Pseudo-Labeling
618. ICLR 2024Adapting to Distribution Shift by Visual Domain Prompt Generation
619. ICLR 2024Adaptive Self-training Framework for Fine-grained Scene Graph Generation
620. ICLR 2024AnyText: Multilingual Visual Text Generation and Editing
621. ICLR 2024AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation
622. ICLR 2024Brain decoding: toward real-time reconstruction of visual perception
623. ICLR 2024Can Transformers Capture Spatial Relations between Objects?
624. ICLR 2024CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding
625. ICLR 2024Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation
626. ICLR 2024Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning?
627. ICLR 2024HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion
628. ICLR 2024Label-Focused Inductive Bias over Latent Object Features in Visual Classification
629. ICLR 2024Language Model Beats Diffusion - Tokenizer is key to visual generation
630. ICLR 2024Language-Informed Visual Concept Learning
631. ICLR 2024Making LLaMA SEE and Draw with SEED Tokenizer
632. ICLR 2024Masked Audio Generation using a Single Non-Autoregressive Transformer
633. ICLR 2024OmniControl: Control Any Joint at Any Time for Human Motion Generation
634. ICLR 2024RAPPER: Reinforced Rationale-Prompted Paradigm for Natural Language Explanation in Visual Question Answering
635. ICLR 2024Retrieval is Accurate Generation
636. ICLR 2024RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech Separation
637. ICLR 2024ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models
638. ICLR 2024SparseFormer: Sparse Visual Recognition via Limited Latent Tokens
639. ICLR 2024Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints
640. ICLR 2024Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization
641. ICLR 2024VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models
642. ICLR 2024Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models
643. ICML 2024An Independence-promoting Loss for Music Generation with Language Models
644. ICML 2024CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
645. ICML 2024Completing Visual Objects via Bridging Generation and Segmentation
646. ICML 2024Creative Text-to-Audio Generation via Synthesizer Programming
647. ICML 2024Disguised Copyright Infringement of Latent Diffusion Models
648. ICML 2024EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
649. ICML 2024From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation
650. ICML 2024IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation

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.