硬件协同论文趋势 2023–2026

加速器与编译

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,524 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

硬件协同论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023212327102173
202469455594263
2025120447287323
2026263120186196765

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

全部硬件协同论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 1,524 篇，第 24 / 31 页

  1. CVPR 2024Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition
  2. CVPR 2024Physics-Aware Hand-Object Interaction Denoising
  3. CVPR 2024PhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos
  4. CVPR 2024Pixel-level Semantic Correspondence through Layout-aware Representation Learning and Multi-scale Matching Integration
  5. CVPR 2024Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation
  6. CVPR 2024Practical Measurements of Translucent Materials with Inter-Pixel Translucency Prior
  7. CVPR 2024Progress-Aware Online Action Segmentation for Egocentric Procedural Task Videos
  8. CVPR 2024Question Aware Vision Transformer for Multimodal Reasoning
  9. CVPR 2024Real-time 3D-aware Portrait Video Relighting
  10. CVPR 2024Relightable Gaussian Codec Avatars
  11. CVPR 2024Relightful Harmonization: Lighting-aware Portrait Background Replacement
  12. CVPR 2024Scene-adaptive and Region-aware Multi-modal Prompt for Open Vocabulary Object Detection
  13. CVPR 2024SeD: Semantic-Aware Discriminator for Image Super-Resolution
  14. CVPR 2024SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution
  15. CVPR 2024Semantic-Aware Multi-Label Adversarial Attacks
  16. CVPR 2024Semantic-aware SAM for Point-Prompted Instance Segmentation
  17. CVPR 2024Semantics-aware Motion Retargeting with Vision-Language Models
  18. CVPR 2024SOAC: Spatio-Temporal Overlap-Aware Multi-Sensor Calibration using Neural Radiance Fields
  19. CVPR 2024SPAD: Spatially Aware Multi-View Diffusers
  20. CVPR 2024Spatial-Aware Regression for Keypoint Localization
  21. CVPR 2024Structure-Aware Sparse-View X-ray 3D Reconstruction
  22. CVPR 2024Task-Aware Encoder Control for Deep Video Compression
  23. CVPR 2024TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model
  24. CVPR 2024Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence
  25. CVPR 2024TextureDreamer: Image-Guided Texture Synthesis Through Geometry-Aware Diffusion
  26. CVPR 2024Towards Fairness-Aware Adversarial Learning
  27. CVPR 2024Tri-Perspective View Decomposition for Geometry-Aware Depth Completion
  28. CVPR 2024Uncertainty-aware Action Decoupling Transformer for Action Anticipation
  29. CVPR 2024Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer
  30. CVPR 2024View From Above: Orthogonal-View aware Cross-view Localization
  31. CVPR 2024Viewpoint-Aware Visual Grounding in 3D Scenes
  32. CVPR 2024VSRD: Instance-Aware Volumetric Silhouette Rendering for Weakly Supervised 3D Object Detection
  33. ICLR 2024A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors
  34. ICLR 2024Active Retrosynthetic Planning Aware of Route Quality
  35. ICLR 2024Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
  36. ICLR 2024Automatic Functional Differentiation in JAX
  37. ICLR 2024Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference
  38. ICLR 2024Context-Aware Meta-Learning
  39. ICLR 2024Coordinate-Aware Modulation for Neural Fields
  40. ICLR 2024Curriculum reinforcement learning for quantum architecture search under hardware errors
  41. ICLR 2024DAFA: Distance-Aware Fair Adversarial Training
  42. ICLR 2024Data Debugging with Shapley Importance over Machine Learning Pipelines
  43. ICLR 2024Data-independent Module-aware Pruning for Hierarchical Vision Transformers
  44. ICLR 2024DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks
  45. ICLR 2024Denoising Diffusion Step-aware Models
  46. ICLR 2024Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy
  47. ICLR 2024Discovering Temporally-Aware Reinforcement Learning Algorithms
  48. ICLR 2024Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts
  49. ICLR 2024Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models
  50. ICLR 2024EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit 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 查硬件协同在 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": "hardware-aware-ml"}

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硬件协同论文？
共 1,524 篇，按年份分别是 2023 年 173 篇、2024 年 263 篇、2025 年 323 篇、2026 年 765 篇。
NeurIPS 2026 有多少篇硬件协同论文？
NeurIPS 2026 有 263 篇硬件协同论文，上一届是 120 篇。
ICLR 2026 有多少篇硬件协同论文？
ICLR 2026 有 120 篇硬件协同论文，上一届是 44 篇。
ICML 2026 有多少篇硬件协同论文？
ICML 2026 有 186 篇硬件协同论文，上一届是 72 篇。
CVPR 2026 有多少篇硬件协同论文？
CVPR 2026 有 196 篇硬件协同论文，上一届是 87 篇。
哪个会议的硬件协同论文最多？
CVPR，2023–2026 年共 479 篇。

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