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 8 of 16

351. CVPR 2025CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction
352. CVPR 2025CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment
353. CVPR 2025ChainHOI: Joint-based Kinematic Chain Modeling for Human-Object Interaction Generation
354. CVPR 2025Circumventing Shortcuts in Audio-visual Deepfake Detection Datasets with Unsupervised Learning
355. CVPR 2025Co-Speech Gesture Video Generation with Implicit Motion-Audio Entanglement
356. CVPR 2025Composing Parts for Expressive Object Generation
357. CVPR 2025Conditional Balance: Improving Multi-Conditioning Trade-Offs in Image Generation
358. CVPR 2025Contextual AD Narration with Interleaved Multimodal Sequence
359. CVPR 2025Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation
360. CVPR 2025CTRL-O: Language-Controllable Object-Centric Visual Representation Learning
361. CVPR 2025Customized Condition Controllable Generation for Video Soundtrack
362. CVPR 2025DAGSM: Disentangled Avatar Generation with GS-enhanced Mesh
363. CVPR 2025DefectFill: Realistic Defect Generation with Inpainting Diffusion Model for Visual Inspection
364. CVPR 2025DefMamba: Deformable Visual State Space Model
365. CVPR 2025DiC: Rethinking Conv3x3 Designs in Diffusion Models
366. CVPR 2025Diffusion-based Realistic Listening Head Generation via Hybrid Motion Modeling
367. CVPR 2025Discovering Fine-Grained Visual-Concept Relations by Disentangled Optimal Transport Concept Bottleneck Models
368. CVPR 2025Discovering Hidden Visual Concepts Beyond Linguistic Input in Infant Learning
369. CVPR 2025DistinctAD: Distinctive Audio Description Generation in Contexts
370. CVPR 2025Doppelgangers++: Improved Visual Disambiguation with Geometric 3D Features
371. CVPR 2025Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics
372. CVPR 2025EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights
373. CVPR 2025Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation
374. CVPR 2025Exploring Timeline Control for Facial Motion Generation
375. CVPR 2025Exploring Visual Vulnerabilities via Multi-Loss Adversarial Search for Jailbreaking Vision-Language Models
376. CVPR 2025Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning
377. CVPR 2025FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression
378. CVPR 2025Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows
379. CVPR 2025FreeCloth: Free-form Generation Enhances Challenging Clothed Human Modeling
380. CVPR 2025FruitNinja: 3D Object Interior Texture Generation with Gaussian Splatting
381. CVPR 2025GaussianIP: Identity-Preserving Realistic 3D Human Generation via Human-Centric Diffusion Prior
382. CVPR 2025Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation
383. CVPR 2025GroupMamba: Efficient Group-Based Visual State Space Model
384. CVPR 2025Hybrid Reciprocal Transformer with Triplet Feature Alignment for Scene Graph Generation
385. CVPR 2025Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction
386. CVPR 2025INFP: Audio-Driven Interactive Head Generation in Dyadic Conversations
387. CVPR 2025Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation
388. CVPR 2025KeyFace: Expressive Audio-Driven Facial Animation for Long Sequences via KeyFrame Interpolation
389. CVPR 2025Language-Guided Audio-Visual Learning for Long-Term Sports Assessment
390. CVPR 2025Language-Guided Image Tokenization for Generation
391. CVPR 2025Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene
392. CVPR 2025Learning to Highlight Audio by Watching Movies
393. CVPR 2025MAR-3D: Progressive Masked Auto-regressor for High-Resolution 3D Generation
394. CVPR 2025MarkushGrapher: Joint Visual and Textual Recognition of Markush Structures
395. CVPR 2025Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding
396. CVPR 2025MC^2: Multi-concept Guidance for Customized Multi-concept Generation
397. CVPR 2025MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations
398. CVPR 2025MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization
399. CVPR 2025Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training
400. CVPR 2025Neuro-3D: Towards 3D Visual Decoding from EEG Signals

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.