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 292 篇，第 5 / 6 页

  1. ICLR 2025R2Det: Exploring Relaxed Rotation Equivariance in 2D Object Detection
  2. ICLR 2025Random Is All You Need: Random Noise Injection on Feature Statistics for Generalizable Deep Image Denoising
  3. ICLR 2025Reflective Gaussian Splatting
  4. ICLR 2025Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
  5. ICLR 2025RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
  6. ICLR 2025RESfM: Robust Deep Equivariant Structure from Motion
  7. ICLR 2025Rethinking Audio-Visual Adversarial Vulnerability from Temporal and Modality Perspectives
  8. ICLR 2025Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
  9. ICLR 2025Retri3D: 3D Neural Graphics Representation Retrieval
  10. ICLR 2025Reveal Object in Lensless Photography via Region Gaze and Amplification
  11. ICLR 2025RFMamba: Frequency-Aware State Space Model for RF-Based Human-Centric Perception
  12. ICLR 2025RFWave: Multi-band Rectified Flow for Audio Waveform Reconstruction
  13. ICLR 2025RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
  14. ICLR 2025SAM 2: Segment Anything in Images and Videos
  15. ICLR 2025Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking
  16. ICLR 2025SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement
  17. ICLR 2025Scale-aware Recognition in Satellite Images under Resource Constraints
  18. ICLR 2025Scaling In-the-Wild Training for Diffusion-based Illumination Harmonization and Editing by Imposing Consistent Light Transport
  19. ICLR 2025Scaling Speech-Text Pre-training with Synthetic Interleaved Data
  20. ICLR 2025Scaling Transformers for Low-Bitrate High-Quality Speech Coding
  21. ICLR 2025SCBench: A KV Cache-Centric Analysis of Long-Context Methods
  22. ICLR 2025See What You Are Told: Visual Attention Sink in Large Multimodal Models
  23. ICLR 2025Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement
  24. ICLR 2025Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining
  25. ICLR 2025Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors
  26. ICLR 2025Semi-Parametric Retrieval via Binary Bag-of-Tokens Index
  27. ICLR 2025Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations
  28. ICLR 2025Sensor-Invariant Tactile Representation
  29. ICLR 2025SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
  30. ICLR 2025SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-training
  31. ICLR 2025SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour
  32. ICLR 2025Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
  33. ICLR 2025SiReRAG: Indexing Similar and Related Information for Multihop Reasoning
  34. ICLR 2025Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches
  35. ICLR 2025Small Models are LLM Knowledge Triggers for Medical Tabular Prediction
  36. ICLR 2025SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches
  37. ICLR 2025SONICS: Synthetic Or Not - Identifying Counterfeit Songs
  38. ICLR 2025SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios
  39. ICLR 2025Sort-free Gaussian Splatting via Weighted Sum Rendering
  40. ICLR 2025SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation
  41. ICLR 2025Sparse Learning for State Space Models on Mobile
  42. ICLR 2025SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model
  43. ICLR 2025Spectral Compressive Imaging via Unmixing-driven Subspace Diffusion Refinement
  44. ICLR 2025Speech Robust Bench: A Robustness Benchmark For Speech Recognition
  45. ICLR 2025SplatFormer: Point Transformer for Robust 3D Gaussian Splatting
  46. ICLR 2025SplineGS: Learning Smooth Trajectories in Gaussian Splatting for Dynamic Scene Reconstruction
  47. ICLR 2025SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes
  48. ICLR 2025Stable Segment Anything Model
  49. ICLR 2025SurFhead: Affine Rig Blending for Geometrically Accurate 2D Gaussian Surfel Head Avatars
  50. ICLR 2025SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

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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