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 1 / 10 页

  1. CVPR 2026ActAvatar Temporally-Aware Precise Action Control for Talking Avatars
  2. CVPR 2026AeroGS Scale-Aware Gaussian Splatting for Pose-Free Dynamic UAV Scene Reconstruction
  3. CVPR 2026AffordGrasp Cross-Modal Diffusion for Affordance-Aware Grasp Synthesis
  4. CVPR 2026AMap Distilling Future Priors for Ahead-Aware Online HD Map Construction
  5. CVPR 2026AssemblyBench Physics-Aware Assembly of Complex Industrial Objects
  6. CVPR 2026Attention-aware Inference Optimizations for Large Vision-Language Models with Memory-efficient Decoding
  7. CVPR 2026Authorize-on-Demand Dynamic Authorization with Legality-Aware Intellectual Property Protection for VLMs
  8. CVPR 2026BD-Merging Bias-Aware Dynamic Model Merging with Evidence-Guided Contrastive Learning
  9. CVPR 2026Better than Average Spatially-Aware Aggregation of Segmentation Uncertainty Improves Downstream
  10. CVPR 2026BEV-CAR Enhancing Monocular Birds Eye View Segmentation with Context-Aware Rasterization
  11. CVPR 2026Beyond Missing Modalities Hypergraph Conditioned Diffusion for Uncertainty-Aware Multimodal Emotion
  12. CVPR 2026BiEvLight Bi-level Learning of Task-Aware Event Refinement for Low-Light Image
  13. CVPR 2026BiOTPrompt Bidirectional Optimal Transport Guided Prompting for Disease Evolution-aware Radiology
  14. CVPR 2026Bootstrap Dynamic-Aware 3D Visual Representation for Scalable Robot Learning
  15. CVPR 2026Bridging Domains through Subspace-Aware Model Merging
  16. CVPR 2026Bridging Pixels and Words Mask-Aware Local Semantic Fusion for Multimodal
  17. CVPR 2026CAPT Confusion-Aware Prompt Tuning for Reducing Vision-Language Misalignment
  18. CVPR 2026CARD Correlation Aware Restoration with Diffusion
  19. CVPR 2026CC-VQA Conflict- and Correlation-Aware Method for Mitigating Knowledge Conflict in
  20. CVPR 2026CHAL Causal-guided Hierarchical Anomaly-aware Learning for Moving Infrared Small Target
  21. CVPR 2026CICA Coupling Confidence-Aware Pretraining with Confidence-Informed Attention for Robust Multimodal
  22. CVPR 2026Cluster-aware Anchor Learning for Multi-View Clustering
  23. CVPR 2026Cluster-Aware Neural Collapse Prompt Tuning for Long-Tailed Generalization of Vision-Language
  24. CVPR 2026COG Confidence-aware Optimal Geometric Correspondence for Unsupervised Single-reference Novel Object
  25. CVPR 2026Compressed-Domain-Aware Online Video Super-Resolution
  26. CVPR 2026Conflict-Aware Adaptive Cross-Reconstruction for Multimodal Sentiment Analysis
  27. CVPR 2026Confusion-Aware Spectral Regularizer for Long-Tailed Recognition
  28. CVPR 2026Contact-Aware Neural Dynamics
  29. CVPR 2026Content-Aware Dynamic Patchification for Efficient Video Diffusion
  30. CVPR 2026Content-Aware Frequency Encoding for Implicit Neural Representations with Fourier-Chebyshev Features
  31. CVPR 2026Context-Nav Context-Driven Exploration and Viewpoint-Aware 3D Spatial Reasoning for Instance
  32. CVPR 2026COPYLENS Towards Copyrighted Characters Infringement Detection via Copyright-Aware Prompt Learning
  33. CVPR 2026Cov2Pose Leveraging Spatial Covariance for Direct Manifold-aware 6-DoF Object Pose
  34. CVPR 2026CoVFT Context-aware Visual Fine-tuning for Multimodal Large Language Models
  35. CVPR 2026Critical Patch-Aware Sparse Prompting with Decoupled Training for Continual Learning
  36. CVPR 2026Cross-Instance Gaussian Splatting Registration via Geometry-Aware Feature-Guided Alignment
  37. CVPR 2026CrossVL Complexity-Aware Feature Routing and Paired Curriculum for Cross-View Vision-Language
  38. CVPR 2026CUE Concept-Aware Multi-Label Expansion to Mitigate Concept Confusion in Long-Tailed
  39. CVPR 2026Curvature-Aware Captioning Leveraging Geodesic Attention for 3D Scene Understanding
  40. CVPR 2026DA-Mamba Learning Domain-Aware State Space Model for Global-Local Alignment in
  41. CVPR 2026Degradation-Robust Fusion An Efficient Degradation-Aware Diffusion Framework for Multimodal Image
  42. CVPR 2026Diffusion-Based Makeup Transfer with Facial Region-Aware Makeup Features
  43. CVPR 2026DiffuView Multi-View Diffusion Pretraining for 3D Aware Robotic Manipulation
  44. CVPR 2026Direction-aware 3D Large Multimodal Models
  45. CVPR 2026DocPrune Efficient Document Question Answering via Background Question and Comprehension-aware
  46. CVPR 2026Dual-Agent Reinforcement Learning for Adaptive and Cost-Aware Visual-Inertial Odometry
  47. CVPR 2026Edit-aware RAW reconstruction
  48. CVPR 2026EfficientVPR Toward Efficient Visual Place Recognition via Scene-Aware Prompt Tuning
  49. CVPR 2026EG-3DVG Expression and Geometry Aware Grounding Decoder for 3D Visual
  50. CVPR 2026Egocentric Visibility-Aware Human Pose Estimation

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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"}

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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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