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 479 篇，第 8 / 10 页

  1. CVPR 2024Practical Measurements of Translucent Materials with Inter-Pixel Translucency Prior
  2. CVPR 2024Progress-Aware Online Action Segmentation for Egocentric Procedural Task Videos
  3. CVPR 2024Question Aware Vision Transformer for Multimodal Reasoning
  4. CVPR 2024Real-time 3D-aware Portrait Video Relighting
  5. CVPR 2024Relightable Gaussian Codec Avatars
  6. CVPR 2024Relightful Harmonization: Lighting-aware Portrait Background Replacement
  7. CVPR 2024Scene-adaptive and Region-aware Multi-modal Prompt for Open Vocabulary Object Detection
  8. CVPR 2024SeD: Semantic-Aware Discriminator for Image Super-Resolution
  9. CVPR 2024SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution
  10. CVPR 2024Semantic-Aware Multi-Label Adversarial Attacks
  11. CVPR 2024Semantic-aware SAM for Point-Prompted Instance Segmentation
  12. CVPR 2024Semantics-aware Motion Retargeting with Vision-Language Models
  13. CVPR 2024SOAC: Spatio-Temporal Overlap-Aware Multi-Sensor Calibration using Neural Radiance Fields
  14. CVPR 2024SPAD: Spatially Aware Multi-View Diffusers
  15. CVPR 2024Spatial-Aware Regression for Keypoint Localization
  16. CVPR 2024Structure-Aware Sparse-View X-ray 3D Reconstruction
  17. CVPR 2024Task-Aware Encoder Control for Deep Video Compression
  18. CVPR 2024TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model
  19. CVPR 2024Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence
  20. CVPR 2024TextureDreamer: Image-Guided Texture Synthesis Through Geometry-Aware Diffusion
  21. CVPR 2024Towards Fairness-Aware Adversarial Learning
  22. CVPR 2024Tri-Perspective View Decomposition for Geometry-Aware Depth Completion
  23. CVPR 2024Uncertainty-aware Action Decoupling Transformer for Action Anticipation
  24. CVPR 2024Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer
  25. CVPR 2024View From Above: Orthogonal-View aware Cross-view Localization
  26. CVPR 2024Viewpoint-Aware Visual Grounding in 3D Scenes
  27. CVPR 2024VSRD: Instance-Aware Volumetric Silhouette Rendering for Weakly Supervised 3D Object Detection
  28. CVPR 20233D-Aware Conditional Image Synthesis
  29. CVPR 20233D-Aware Face Swapping
  30. CVPR 20233D-Aware Facial Landmark Detection via Multi-View Consistent Training on Synthetic Data
  31. CVPR 20233D-Aware Object Goal Navigation via Simultaneous Exploration and Identification
  32. CVPR 2023A Probabilistic Attention Model With Occlusion-Aware Texture Regression for 3D Hand Reconstruction From a Single RGB Image
  33. CVPR 2023AccelIR: Task-Aware Image Compression for Accelerating Neural Restoration
  34. CVPR 2023Adaptive Assignment for Geometry Aware Local Feature Matching
  35. CVPR 2023AligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training
  36. CVPR 2023Blemish-Aware and Progressive Face Retouching With Limited Paired Data
  37. CVPR 2023Boundary-Aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval
  38. CVPR 2023BUOL: A Bottom-Up Framework With Occupancy-Aware Lifting for Panoptic 3D Scene Reconstruction From a Single Image
  39. CVPR 2023CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network With Large Input
  40. CVPR 2023Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction
  41. CVPR 2023Change-Aware Sampling and Contrastive Learning for Satellite Images
  42. CVPR 2023Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition
  43. CVPR 2023Co-Salient Object Detection With Uncertainty-Aware Group Exchange-Masking
  44. CVPR 2023Collaborative Noisy Label Cleaner: Learning Scene-Aware Trailers for Multi-Modal Highlight Detection in Movies
  45. CVPR 2023Compression-Aware Video Super-Resolution
  46. CVPR 2023Confidence-Aware Personalized Federated Learning via Variational Expectation Maximization
  47. CVPR 2023Context-Aware Alignment and Mutual Masking for 3D-Language Pre-Training
  48. CVPR 2023DA Wand: Distortion-Aware Selection Using Neural Mesh Parameterization
  49. CVPR 2023DaFKD: Domain-Aware Federated Knowledge Distillation
  50. CVPR 2023DiffSwap: High-Fidelity and Controllable Face Swapping via 3D-Aware Masked Diffusion

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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