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 6 of 16

251. ICML 2026video-SALMONN S: Memory-Enhanced Streaming Audio-Visual LLM
252. ICML 2026Visual Implicit Autoregressive Modeling
253. NeurIPS 2026A Quantitative Visual Taxonomy of Worldwide Writing Systems
254. NeurIPS 2026ANCHOR: Audio-Visually Grounded Chain-of-Thought Reasoning Benchmark
255. NeurIPS 2026Animation2Code: Evaluating Temporal Visual Reasoning in Video-to-Code Generation
256. NeurIPS 2026Asymmetric Hierarchical Anchoring for Robust Audio–Visual Cross-Modal Generalization
257. NeurIPS 2026ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both
258. NeurIPS 2026Attention Heads are Complementary Visual Units: Mitigating Hallucinations in LVLMs via Adaptive Visual Cues Focusing
259. NeurIPS 2026AudioCALM: Continuous Autoregressive Language Modeling for Universal Audio Generation
260. NeurIPS 2026Baton: Explicit Semantic Blueprints for Joint Video-Audio Generation
261. NeurIPS 2026Beyond Visual Boundaries: Rethinking Scene Segmentation for Movie RAG
262. NeurIPS 2026Binding Visual Features Point by Point
263. NeurIPS 2026COLLAR: Cascaded Object-Level Latent Refinement for High-Fidelity Conditional Generation
264. NeurIPS 2026Contextual Flow Matching for High-quality Visual Content Generation
265. NeurIPS 2026Contextual Flow Matching: Adaptive Step Selection in Flow Models for Efficient Visual Generation
266. NeurIPS 2026Continuous Audio Thinking for Large Audio Language Models
267. NeurIPS 2026Do Diffusion Models Learn to Generalize Basic Visual Skills?
268. NeurIPS 2026Do Joint Audio-Video Generation Models Understand Physics?
269. NeurIPS 2026Exemplar2VQA: A Scalable Exemplar-Driven Visual Question Answering Generation Framework via Multi-Agent Coding
270. NeurIPS 2026ExtraVAR: Stage-Aware RoPE Remapping for Resolution Extrapolation in Visual Autoregressive Models
271. NeurIPS 2026From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation
272. NeurIPS 2026G$^2$TR: Generation-Guided Visual Token Reduction for Separate-Encoder Unified Multimodal Models
273. NeurIPS 2026Gender Artifacts from Art History to Text-to-Image Generation
274. NeurIPS 2026Generating the Unheard: Phylogeny-Guided Latent Generation for Ancestral Sound Reconstruction
275. NeurIPS 2026GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation
276. NeurIPS 2026GeoG2U-Bench: When Does Generation Help Understanding in Ultra-High-Resolution Remote Sensing?
277. NeurIPS 2026Glance Before You Tell: Anomaly-Guided 3D Radiology Report Generation with Heat-Conduction Slice Encoders
278. NeurIPS 2026GlyphAnchor: Enhancing Visual Text Rendering via Position-Anchored Glyph Priors
279. NeurIPS 2026Good Token Hunting: A Hitchhiker's Guide to Token Selection for Visual Geometry Transformers
280. NeurIPS 2026Guiding Visual Autoregressive Models through Spectrum Weakening
281. NeurIPS 2026HeatKV: Head-tuned KV-cache Compression for Visual Autoregressive Modeling
282. NeurIPS 2026HyperNSDE: Personalized Neural SDEs for Joint Static—Longitudinal Clinical Data Generation
283. NeurIPS 2026IDEA: Unwrapping Visual Black-box Models by Interaction Decomposition
284. NeurIPS 2026Imagine Before You Draw: Visual Prompt Engineering for Image Generation
285. NeurIPS 2026Improving Guidance-Free Visual Generation via Self-Contrastive Alignment for Likelihood Estimation
286. NeurIPS 2026Instantiation of Human Values in Image Generation
287. NeurIPS 2026L2P: Unlocking Latent Potential for Pixel Generation
288. NeurIPS 2026Latent-Lens: Visual Perception in Small Language Models Through Latent Communication
289. NeurIPS 2026LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning
290. NeurIPS 2026Learning to See Through Language: An Exploration of Language Modeling's Effect on Visual Representations
291. NeurIPS 2026Learning Visual Speech Representations via Cross-Modal Distillation and Joint Face-Lip Modeling
292. NeurIPS 2026Leveraging Latent Visual Reasoning in Silence
293. NeurIPS 2026LiteNav: Lightweight Map-free Outdoor Visual Navigation
294. NeurIPS 2026Localizing Concepts in Visual Autoregressive Models
295. NeurIPS 2026MedVTok: A General-Purpose Medical Visual Tokenizer
296. NeurIPS 2026Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation
297. NeurIPS 2026Native Audio-Visual Alignment for Generation
298. NeurIPS 2026PhysTacGen: Physics-Aware Visual-Tactile Sensor Image Generation
299. NeurIPS 2026PitchBench: Measuring Pitch Hearing in Audio-Language Models
300. NeurIPS 2026PolyTopoBench: A Benchmark for Complex Vector Polygon Generation from Remote Sensing Imagery

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.