视听生成论文趋势 2023–2026

联合生成

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 780 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

视听生成论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023151066192
202427251960131
2025573219113221
2026846439149336

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部视听生成论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 780 篇，第 11 / 16 页

  1. NeurIPS 2025🎧MOSPA: Human Motion Generation Driven by Spatial Audio
  2. NeurIPS 2025$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time
  3. NeurIPS 2025Aligning What Matters: Masked Latent Adaptation for Text-to-Audio-Video Generation
  4. NeurIPS 2025ALTo: Adaptive-Length Tokenizer for Autoregressive Mask Generation
  5. NeurIPS 2025Audio Super-Resolution with Latent Bridge Models
  6. NeurIPS 2025Audio-Sync Video Generation with Multi-Stream Temporal Control
  7. NeurIPS 2025AVCD: Mitigating Hallucinations in Audio-Visual Large Language Models through Contrastive Decoding
  8. NeurIPS 2025BNMusic: Blending Environmental Noises into Personalized Music
  9. NeurIPS 2025Bridging the gap to real-world language-grounded visual concept learning
  10. NeurIPS 2025CoFFT: Chain of Foresight-Focus Thought for Visual Language Models
  11. NeurIPS 2025DAVE: Diagnostic benchmark for Audio Visual Evaluation
  12. NeurIPS 2025Differentiable Hierarchical Visual Tokenization
  13. NeurIPS 2025DiffEye: Diffusion-Based Continuous Eye-Tracking Data Generation Conditioned on Natural Images
  14. NeurIPS 2025Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retention
  15. NeurIPS 2025FlexVAR: Flexible Visual Autoregressive Modeling without Residual Prediction
  16. NeurIPS 2025FreqExit: Enabling Early-Exit Inference for Visual Autoregressive Models via Frequency-Aware Guidance
  17. NeurIPS 2025Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning
  18. NeurIPS 2025Imagine360: Immersive 360 Video Generation from Perspective Anchor
  19. NeurIPS 2025InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual Generation
  20. NeurIPS 2025Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement Learning
  21. NeurIPS 2025Joint Relational Database Generation via Graph-Conditional Diffusion Models
  22. NeurIPS 2025Let Them Talk: Audio-Driven Multi-Person Conversational Video Generation
  23. NeurIPS 2025Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials
  24. NeurIPS 2025MagCache: Fast Video Generation with Magnitude-Aware Cache
  25. NeurIPS 2025MEgoHand: Multimodal Egocentric Hand-Object Interaction Motion Generation
  26. NeurIPS 2025Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression
  27. NeurIPS 2025Mind-the-Glitch: Visual Correspondence for Detecting Inconsistencies in Subject-Driven Generation
  28. NeurIPS 2025Model-Guided Dual-Role Alignment for High-Fidelity Open-Domain Video-to-Audio Generation
  29. NeurIPS 2025OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data
  30. NeurIPS 2025OmniGen-AR: AutoRegressive Any-to-Image Generation
  31. NeurIPS 2025OmniResponse: Online Multimodal Conversational Response Generation in Dyadic Interactions
  32. NeurIPS 2025OmniSync: Towards Universal Lip Synchronization via Diffusion Transformers
  33. NeurIPS 2025OmniTalker: One-shot Real-time Text-Driven Talking Audio-Video Generation With Multimodal Style Mimicking
  34. NeurIPS 2025On the rankability of visual embeddings
  35. NeurIPS 2025OSVI-WM: One-Shot Visual Imitation for Unseen Tasks using World-Model-Guided Trajectory Generation
  36. NeurIPS 2025PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models
  37. NeurIPS 2025Personalized Visual Content Generation in Conversational Systems
  38. NeurIPS 2025PreFM: Online Audio-Visual Event Parsing via Predictive Future Modeling
  39. NeurIPS 2025Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
  40. NeurIPS 2025Quantum Visual Fields with Neural Amplitude Encoding
  41. NeurIPS 2025Re-ttention: Ultra Sparse Visual Generation via Attention Statistical Reshape
  42. NeurIPS 2025RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers
  43. NeurIPS 2025Rethinking Joint Maximum Mean Discrepancy for Visual Domain Adaptation
  44. NeurIPS 2025Robust Distortion-Free Watermark for Autoregressive Audio Generation Models
  45. NeurIPS 2025SAO-Instruct: Free-form Audio Editing using Natural Language Instructions
  46. NeurIPS 2025SceneDesigner: Controllable Multi-Object Image Generation with 9-DoF Pose Manipulation
  47. NeurIPS 2025Selftok-Zero: Reinforcement Learning for Visual Generation via Discrete and Autoregressive Visual Tokens
  48. NeurIPS 2025Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation
  49. NeurIPS 2025SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios
  50. NeurIPS 2025Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language Models

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查视听生成在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "audio-visual-generation"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇视听生成论文？
共 780 篇，按年份分别是 2023 年 92 篇、2024 年 131 篇、2025 年 221 篇、2026 年 336 篇。
NeurIPS 2026 有多少篇视听生成论文？
NeurIPS 2026 有 84 篇视听生成论文，上一届是 57 篇。
ICLR 2026 有多少篇视听生成论文？
ICLR 2026 有 64 篇视听生成论文，上一届是 32 篇。
ICML 2026 有多少篇视听生成论文？
ICML 2026 有 39 篇视听生成论文，上一届是 19 篇。
CVPR 2026 有多少篇视听生成论文？
CVPR 2026 有 149 篇视听生成论文，上一届是 113 篇。
哪个会议的视听生成论文最多？
CVPR，2023–2026 年共 383 篇。

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