应用 · speech and audio论文趋势 2023–2026

应用方向：speech_and_audio

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,722 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

应用 · speech and audio论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202331273227117
2024531285244277
2025982927243505
202615345117148823

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

全部应用 · speech and audio论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 505 篇，第 5 / 11 页

  1. ICLR 2025MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
  2. ICLR 2025MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
  3. ICLR 2025Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
  4. ICLR 2025MoDGS: Dynamic Gaussian Splatting from Casually-captured Monocular Videos with Depth Priors
  5. ICLR 2025Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation
  6. ICLR 2025MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion
  7. ICLR 2025MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion
  8. ICLR 2025MotionDreamer: One-to-Many Motion Synthesis with Localized Generative Masked Transformer
  9. ICLR 2025MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation
  10. ICLR 2025MrT5: Dynamic Token Merging for Efficient Byte-level Language Models
  11. ICLR 2025Multi-Field Adaptive Retrieval
  12. ICLR 2025Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation
  13. ICLR 2025Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap
  14. ICLR 2025NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative
  15. ICLR 2025NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics
  16. ICLR 2025ND-SDF: Learning Normal Deflection Fields for High-Fidelity Indoor Reconstruction
  17. ICLR 2025NeRAF: 3D Scene Infused Neural Radiance and Acoustic Fields
  18. ICLR 2025Neural Fluid Simulation on Geometric Surfaces
  19. ICLR 2025Neuralized Markov Random Field for Interaction-Aware Stochastic Human Trajectory Prediction
  20. ICLR 2025NeuralPlane: Structured 3D Reconstruction in Planar Primitives with Neural Fields
  21. ICLR 2025Neuron based Personality Trait Induction in Large Language Models
  22. ICLR 2025No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images
  23. ICLR 2025Node Similarities under Random Projections: Limits and Pathological Cases
  24. ICLR 2025Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning
  25. ICLR 2025Occlusion-aware Non-Rigid Point Cloud Registration via Unsupervised Neural Deformation Correntropy
  26. ICLR 2025OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup
  27. ICLR 2025On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation
  28. ICLR 2025On Quantizing Neural Representation for Variable-Rate Video Coding
  29. ICLR 2025On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning
  30. ICLR 2025Optimizing 4D Gaussians for Dynamic Scene Video from Single Landscape Images
  31. ICLR 2025Order-aware Interactive Segmentation
  32. ICLR 2025PIN: Prolate Spheroidal Wave Function-based Implicit Neural Representations
  33. ICLR 2025Point Cluster: A Compact Message Unit for Communication-Efficient Collaborative Perception
  34. ICLR 2025Point-SAM: Promptable 3D Segmentation Model for Point Clouds
  35. ICLR 2025Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
  36. ICLR 2025Presto! Distilling Steps and Layers for Accelerating Music Generation
  37. ICLR 2025Probabilistic Geometric Principal Component Analysis with application to neural data
  38. ICLR 2025Programming Refusal with Conditional Activation Steering
  39. ICLR 2025Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models
  40. ICLR 2025Provence: efficient and robust context pruning for retrieval-augmented generation
  41. ICLR 2025Proximal Mapping Loss: Understanding Loss Functions in Crowd Counting & Localization
  42. ICLR 2025PuzzleFusion++: Auto-agglomerative 3D Fracture Assembly by Denoise and Verify
  43. ICLR 2025PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition
  44. ICLR 2025R2Det: Exploring Relaxed Rotation Equivariance in 2D Object Detection
  45. ICLR 2025Random Is All You Need: Random Noise Injection on Feature Statistics for Generalizable Deep Image Denoising
  46. ICLR 2025Reflective Gaussian Splatting
  47. ICLR 2025Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
  48. ICLR 2025RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
  49. ICLR 2025RESfM: Robust Deep Equivariant Structure from Motion
  50. ICLR 2025Rethinking Audio-Visual Adversarial Vulnerability from Temporal and Modality Perspectives

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 查应用 · speech and audio在 ICLR 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": "app-speech-and-audio"}

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应用 · speech and audio论文？
共 1,722 篇，按年份分别是 2023 年 117 篇、2024 年 277 篇、2025 年 505 篇、2026 年 823 篇。
NeurIPS 2026 有多少篇应用 · speech and audio论文？
NeurIPS 2026 有 153 篇应用 · speech and audio论文，上一届是 98 篇。
ICLR 2026 有多少篇应用 · speech and audio论文？
ICLR 2026 有 451 篇应用 · speech and audio论文，上一届是 292 篇。
ICML 2026 有多少篇应用 · speech and audio论文？
ICML 2026 有 171 篇应用 · speech and audio论文，上一届是 72 篇。
CVPR 2026 有多少篇应用 · speech and audio论文？
CVPR 2026 有 48 篇应用 · speech and audio论文，上一届是 43 篇。
哪个会议的应用 · speech and audio论文最多？
ICLR，2023–2026 年共 898 篇。

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