应用 · computer vision论文趋势 2023–2026

主要结论

• 应用 · computer vision论文从 2023 年的 106 篇增长到 2026 年的 1,326 篇，三年间扩大到约 13 倍。
• ICLR 是发应用 · computer vision论文最多的会议，2023–2026 年共 1,048 篇，占四个会议总量的 41%。
• 交叉方向里涨得最快的是应用 · speech and audio：同时属于两个主题的论文从 2023 年的 0 篇增至 2026 年的 292 篇。
• 在「应用领域」的 10 个主题里，它的 2026 年论文数排第 1；同组增长最快的应用 · health medicine是 61 倍，应用 · computer vision是 13 倍。

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

• NeurIPS 2026Adapting Vision Transformers to Organoid Imaging
• ICML 2026$\sigma$: Sigmoid Modulation for Ultra High Resolution Diffusion
• ICLR 2026A Scene is Worth a Thousand Features: Feed-Forward Camera Localization from a Collection of Image Features
• CVPR 2026Benchmarking PhD-Level Coding in 3D Geometric Computer Vision
• NeurIPS 2025BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models
• ICML 2025Action Dubber: Timing Audible Actions via Inflectional Flow
• ICLR 2025A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis
• CVPR 2025BHViT: Binarized Hybrid Vision Transformer
• NeurIPS 2024A Taxonomy of Challenges to Curating Fair Datasets
• ICML 2024Enhancing Vision Transformer: Amplifying Non-Linearity in Feedforward Network Module
• ICLR 2024Boosting Vanilla Lightweight Vision Transformers via Re-parameterization
• CVPR 2024Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories
• NeurIPS 2023[Re] Masked Autoencoders Are Small Scale Vision Learners: A Reproduction Under Resource Constraints
• ICML 2023Can Forward Gradient Match Backpropagation?
• ICLR 2023Fundamental limits on the robustness of image classifiers
• CVPR 2023BiFormer: Vision Transformer With Bi-Level Routing Attention
• NeurIPS 2026Computer Use at the Edge of the Statistical Precipice
• ICML 20263D Scene Assertion Verification
• ICLR 2026A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models
• CVPR 2026Describe Anything Anywhere At Any Moment

全部应用 · computer vision论文

共 89 篇，第 1 / 2 页

1. NeurIPS 20243D Gaussian Rendering Can Be Sparser: Efficient Rendering via Learned Fragment Pruning
2. NeurIPS 2024A Taxonomy of Challenges to Curating Fair Datasets
3. NeurIPS 2024Accelerating Transformers with Spectrum-Preserving Token Merging
4. NeurIPS 2024Activation Map Compression through Tensor Decomposition for Deep Learning
5. NeurIPS 2024Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology
6. NeurIPS 2024Attack-Resilient Image Watermarking Using Stable Diffusion
7. NeurIPS 2024Benchmarking the Attribution Quality of Vision Models
8. NeurIPS 2024Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales
9. NeurIPS 2024Black-Box Forgetting
10. NeurIPS 2024Boosting the Transferability of Adversarial Attack on Vision Transformer with Adaptive Token Tuning
11. NeurIPS 2024Can We Leave Deepfake Data Behind in Training Deepfake Detector?
12. NeurIPS 2024CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
13. NeurIPS 2024CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models
14. NeurIPS 2024Color-Oriented Redundancy Reduction in Dataset Distillation
15. NeurIPS 2024Consensus Learning with Deep Sets for Essential Matrix Estimation
16. NeurIPS 2024CoSW: Conditional Sample Weighting for Smoke Segmentation with Label Noise
17. NeurIPS 2024Cross-Modality Perturbation Synergy Attack for Person Re-identification
18. NeurIPS 2024Decoupling Semantic Similarity from Spatial Alignment for Neural Networks.
19. NeurIPS 2024Déjà Vu Memorization in Vision–Language Models
20. NeurIPS 2024Demystify Mamba in Vision: A Linear Attention Perspective
21. NeurIPS 2024Depth Anything V2
22. NeurIPS 2024DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms
23. NeurIPS 2024Dissecting Query-Key Interaction in Vision Transformers
24. NeurIPS 2024Elucidating the Design Space of Dataset Condensation
25. NeurIPS 2024Exploring Token Pruning in Vision State Space Models
26. NeurIPS 2024FindingEmo: An Image Dataset for Emotion Recognition in the Wild
27. NeurIPS 2024FreeSplat: Generalizable 3D Gaussian Splatting Towards Free View Synthesis of Indoor Scenes
28. NeurIPS 2024Fully Explicit Dynamic Gaussian Splatting
29. NeurIPS 2024HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting
30. NeurIPS 2024Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models
31. NeurIPS 2024Hierarchical Uncertainty Exploration via Feedforward Posterior Trees
32. NeurIPS 2024Homology Consistency Constrained Efficient Tuning for Vision-Language Models
33. NeurIPS 2024How many classifiers do we need?
34. NeurIPS 2024Image2Struct: A Benchmark for Evaluating Vision-Language Models in Extracting Structured Information from Images
35. NeurIPS 2024Improving Neural Network Surface Processing with Principal Curvatures
36. NeurIPS 2024Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors
37. NeurIPS 2024Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation
38. NeurIPS 2024INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
39. NeurIPS 2024Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers
40. NeurIPS 2024Learning Where to Edit Vision Transformers
41. NeurIPS 2024LG-CAV: Train Any Concept Activation Vector with Language Guidance
42. NeurIPS 2024Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis
43. NeurIPS 2024LoD-Loc: Aerial Visual Localization using LoD 3D Map with Neural Wireframe Alignment
44. NeurIPS 2024LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate
45. NeurIPS 2024Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models
46. NeurIPS 2024M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data
47. NeurIPS 2024MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks
48. NeurIPS 2024Motion Graph Unleashed: A Novel Approach to Video Prediction
49. NeurIPS 2024MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction
50. NeurIPS 2024MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution

常见问题

2023–2026 年四大会议一共有多少篇应用 · computer vision论文？

共 2,538 篇，按年份分别是 2023 年 106 篇、2024 年 334 篇、2025 年 772 篇、2026 年 1,326 篇。

NeurIPS 2026 有多少篇应用 · computer vision论文？

NeurIPS 2026 有 168 篇应用 · computer vision论文，上一届是 165 篇。

ICLR 2026 有多少篇应用 · computer vision论文？

ICLR 2026 有 538 篇应用 · computer vision论文，上一届是 338 篇。

ICML 2026 有多少篇应用 · computer vision论文？

ICML 2026 有 554 篇应用 · computer vision论文，上一届是 201 篇。

CVPR 2026 有多少篇应用 · computer vision论文？

CVPR 2026 有 66 篇应用 · computer vision论文，上一届是 68 篇。

哪个会议的应用 · computer vision论文最多？

ICLR，2023–2026 年共 1,048 篇。