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 898 篇，第 5 / 18 页

  1. ICLR 2026Learning Hierarchical and Geometry-Aware Graph Representations for Text-to-CAD
  2. ICLR 2026Learning residue level protein dynamics with multiscale Gaussians
  3. ICLR 2026Learning Retrieval Models with Sparse Autoencoders
  4. ICLR 2026Learning to Generate Stylized Handwritten Text via a Unified Representation of Style, Content, and Noise
  5. ICLR 2026Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization
  6. ICLR 2026LearnPruner: Rethinking Attention-based Token Pruning in Vision Language Models
  7. ICLR 2026LEGATO: Large-scale End-to-end Generalizable Approach to Typeset OMR
  8. ICLR 2026Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting
  9. ICLR 2026LiFR-Seg: Anytime High-Frame-Rate Segmentation via Event-Guided Propagation
  10. ICLR 2026Light of Normals: Unified Feature Representation for Universal Photometric Stereo
  11. ICLR 2026Lightweight Spatio-Temporal Modeling via Temporally Shifted Distillation for Real-Time Accident Anticipation
  12. ICLR 2026LinearSR: Unlocking Linear Attention for Stable and Efficient Image Super-Resolution
  13. ICLR 2026LLaVA-4D: Embedding SpatioTemporal Prompt into LMMs for 4D Scene Understanding
  14. ICLR 2026LLaVAction: evaluating and training multi-modal large language models for action understanding
  15. ICLR 2026Loc$^{2}$: Interpretable Cross-View Localization via Depth-Lifted Local Feature Matching
  16. ICLR 2026LORE: Jointly Learning The Intrinsic Dimensionality and Relative Similarity Structure from Ordinal Data
  17. ICLR 2026LSA: Layer-wise Sparsity Allocation for Large Language Model Pruning Based on Minimal Linear Reconstruction Error
  18. ICLR 2026MambaVoiceCloning: Efficient and Expressive Text-to-Speech via State-Space Modeling and Diffusion Control
  19. ICLR 2026Mango-GS: Enhancing Spatio-Temporal Consistency in Dynamic Scenes Reconstruction using Multi-Frame Node-Guided 4D Gaussian Splatting
  20. ICLR 2026MAPSS: Manifold-based Assessment of Perceptual Source Separation
  21. ICLR 2026MARS - A Foundational Map Auto-Regressor
  22. ICLR 2026MASAM: Multimodal Adaptive Sharpness-Aware Minimization for Heterogeneous Data Fusion
  23. ICLR 2026Matting Anything 2: Towards Video Matting for Anything
  24. ICLR 2026MCIF: Multimodal Crosslingual Instruction-Following Benchmark from Scientific Talks
  25. ICLR 2026Measuring Audio's Impact on Correctness: Audio-Contribution-Aware Post-Training of Large Audio Language Models
  26. ICLR 2026MedGMAE: Gaussian Masked Autoencoders for Medical Volumetric Representation Learning
  27. ICLR 2026MEGS^{2}: Memory-Efficient Gaussian Splatting via Spherical Gaussians and Unified Pruning
  28. ICLR 2026Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba
  29. ICLR 2026Mesh Splatting for End-to-end Multiview Surface Reconstruction
  30. ICLR 2026MIAM: Modality Imbalance-Aware Masking for Multimodal Ecological Applications
  31. ICLR 2026MindMix: A Multimodal Foundation Model for Auditory Perception Decoding via Deep Neural-Acoustic Alignment
  32. ICLR 2026Mixing Importance with Diversity: Joint Optimization for KV Cache Compression in Large Vision-Language Models
  33. ICLR 2026Mixture of Mini Experts: Overcoming the Linear Layer Bottleneck in Multiple Instance Learning
  34. ICLR 2026MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs
  35. ICLR 2026Mobile-GS: Real-time Gaussian Splatting for Mobile Devices
  36. ICLR 2026MobileKGQA: On-Device KGQA System on Dynamic Mobile Environments
  37. ICLR 2026Mono4DGS-HDR: High Dynamic Range 4D Gaussian Splatting from Alternating-exposure Monocular Videos
  38. ICLR 2026Mordal: Automated Pretrained Model Selection for Vision Language Models
  39. ICLR 2026Multi-Object System Identification from Videos
  40. ICLR 2026Multimodal Dataset Distillation Made Simple by Prototype-guided Data Synthesis
  41. ICLR 2026Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs
  42. ICLR 2026Music Flamingo: Scaling Music Understanding in Audio Language Models
  43. ICLR 2026NAIPv2: Debiased Pairwise Learning for Efficient Paper Quality Estimation
  44. ICLR 2026Negative Pre-activations Differentiate Syntax
  45. ICLR 2026Neural Compression of 3D Meshes using Sparse Implicit Representation
  46. ICLR 2026Neural Predictor-Corrector: Solving Homotopy Problems with Reinforcement Learning
  47. ICLR 2026NGS-Marker: Robust Native Watermarking for 3D Gaussian Splatting
  48. ICLR 2026No Pixel Left Behind: A Detail-Preserving Architecture for Robust High-Resolution AI-Generated Image Detection
  49. ICLR 2026Not All Clients Are Equal: Collaborative Model Personalization on Heterogeneous Multi-Modal Clients
  50. ICLR 2026NOVA3R: Non-pixel-aligned Visual Transformer for Amodal 3D Reconstruction

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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