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 183 篇，第 3 / 4 页

  1. NeurIPS 2025Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning
  2. NeurIPS 2025Imagine360: Immersive 360 Video Generation from Perspective Anchor
  3. NeurIPS 2025InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual Generation
  4. NeurIPS 2025Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement Learning
  5. NeurIPS 2025Joint Relational Database Generation via Graph-Conditional Diffusion Models
  6. NeurIPS 2025Let Them Talk: Audio-Driven Multi-Person Conversational Video Generation
  7. NeurIPS 2025Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials
  8. NeurIPS 2025MagCache: Fast Video Generation with Magnitude-Aware Cache
  9. NeurIPS 2025MEgoHand: Multimodal Egocentric Hand-Object Interaction Motion Generation
  10. NeurIPS 2025Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression
  11. NeurIPS 2025Mind-the-Glitch: Visual Correspondence for Detecting Inconsistencies in Subject-Driven Generation
  12. NeurIPS 2025Model-Guided Dual-Role Alignment for High-Fidelity Open-Domain Video-to-Audio Generation
  13. NeurIPS 2025OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data
  14. NeurIPS 2025OmniGen-AR: AutoRegressive Any-to-Image Generation
  15. NeurIPS 2025OmniResponse: Online Multimodal Conversational Response Generation in Dyadic Interactions
  16. NeurIPS 2025OmniSync: Towards Universal Lip Synchronization via Diffusion Transformers
  17. NeurIPS 2025OmniTalker: One-shot Real-time Text-Driven Talking Audio-Video Generation With Multimodal Style Mimicking
  18. NeurIPS 2025On the rankability of visual embeddings
  19. NeurIPS 2025OSVI-WM: One-Shot Visual Imitation for Unseen Tasks using World-Model-Guided Trajectory Generation
  20. NeurIPS 2025PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models
  21. NeurIPS 2025Personalized Visual Content Generation in Conversational Systems
  22. NeurIPS 2025PreFM: Online Audio-Visual Event Parsing via Predictive Future Modeling
  23. NeurIPS 2025Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
  24. NeurIPS 2025Quantum Visual Fields with Neural Amplitude Encoding
  25. NeurIPS 2025Re-ttention: Ultra Sparse Visual Generation via Attention Statistical Reshape
  26. NeurIPS 2025RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers
  27. NeurIPS 2025Rethinking Joint Maximum Mean Discrepancy for Visual Domain Adaptation
  28. NeurIPS 2025Robust Distortion-Free Watermark for Autoregressive Audio Generation Models
  29. NeurIPS 2025SAO-Instruct: Free-form Audio Editing using Natural Language Instructions
  30. NeurIPS 2025SceneDesigner: Controllable Multi-Object Image Generation with 9-DoF Pose Manipulation
  31. NeurIPS 2025Selftok-Zero: Reinforcement Learning for Visual Generation via Discrete and Autoregressive Visual Tokens
  32. NeurIPS 2025Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation
  33. NeurIPS 2025SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios
  34. NeurIPS 2025Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language Models
  35. NeurIPS 2025TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
  36. NeurIPS 2025Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation
  37. NeurIPS 2025UniTok: a Unified Tokenizer for Visual Generation and Understanding
  38. NeurIPS 2025Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations
  39. NeurIPS 2025Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Generation
  40. NeurIPS 2025Visual Instruction Bottleneck Tuning
  41. NeurIPS 2025When Worse is Better: Navigating the Compression Generation Trade-off In Visual Tokenization
  42. NeurIPS 2024Adaptive Visual Scene Understanding: Incremental Scene Graph Generation
  43. NeurIPS 2024AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
  44. NeurIPS 2024Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
  45. NeurIPS 2024Biomedical Visual Instruction Tuning with Clinician Preference Alignment
  46. NeurIPS 2024Continual Audio-Visual Sound Separation
  47. NeurIPS 2024CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
  48. NeurIPS 2024DINTR: Tracking via Diffusion-based Interpolation
  49. NeurIPS 2024EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals
  50. NeurIPS 2024FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion 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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