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 12 of 16

551. NeurIPS 2025TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
552. NeurIPS 2025Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation
553. NeurIPS 2025UniTok: a Unified Tokenizer for Visual Generation and Understanding
554. NeurIPS 2025Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations
555. NeurIPS 2025Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Generation
556. NeurIPS 2025Visual Instruction Bottleneck Tuning
557. NeurIPS 2025When Worse is Better: Navigating the Compression Generation Trade-off In Visual Tokenization
558. CVPR 2024Audio-Visual Segmentation via Unlabeled Frame Exploitation
559. CVPR 2024AutoAD III: The Prequel - Back to the Pixels
560. CVPR 2024AV-RIR: Audio-Visual Room Impulse Response Estimation
561. CVPR 2024AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech Representation
562. CVPR 2024AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection
563. CVPR 2024Benchmarking Audio Visual Segmentation for Long-Untrimmed Videos
564. CVPR 2024CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor
565. CVPR 2024Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation
566. CVPR 2024Countering Personalized Text-to-Image Generation with Influence Watermarks
567. CVPR 2024CrossMAE: Cross-Modality Masked Autoencoders for Region-Aware Audio-Visual Pre-Training
568. CVPR 2024Cyclic Learning for Binaural Audio Generation and Localization
569. CVPR 2024Differentiable Micro-Mesh Construction
570. CVPR 2024Diffusion-driven GAN Inversion for Multi-Modal Face Image Generation
571. CVPR 2024DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations
572. CVPR 2024DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
573. CVPR 2024EGTR: Extracting Graph from Transformer for Scene Graph Generation
574. CVPR 2024EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling
575. CVPR 2024EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning
576. CVPR 2024ES3: Evolving Self-Supervised Learning of Robust Audio-Visual Speech Representations
577. CVPR 2024HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data
578. CVPR 2024HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding
579. CVPR 2024HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation
580. CVPR 2024HIPTrack: Visual Tracking with Historical Prompts
581. CVPR 2024HRVDA: High-Resolution Visual Document Assistant
582. CVPR 2024Improved Baselines with Visual Instruction Tuning
583. CVPR 2024Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping
584. CVPR 2024Intelligent Grimm - Open-ended Visual Storytelling via Latent Diffusion Models
585. CVPR 2024Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos
586. CVPR 2024Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs
587. CVPR 2024Learning Triangular Distribution in Visual World
588. CVPR 2024LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation
589. CVPR 2024Make-Your-Anchor: A Diffusion-based 2D Avatar Generation Framework
590. CVPR 2024Making Visual Sense of Oracle Bones for You and Me
591. CVPR 2024MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant
592. CVPR 2024Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception
593. CVPR 2024Neural Clustering based Visual Representation Learning
594. CVPR 2024OED: Towards One-stage End-to-End Dynamic Scene Graph Generation
595. CVPR 2024Omni-Q: Omni-Directional Scene Understanding for Unsupervised Visual Grounding
596. CVPR 2024OpenStreetView-5M: The Many Roads to Global Visual Geolocation
597. CVPR 2024Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark
598. CVPR 2024SchurVINS: Schur Complement-Based Lightweight Visual Inertial Navigation System
599. CVPR 2024Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Aligners
600. CVPR 2024Seeing the Unseen: Visual Common Sense for Semantic Placement

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.