论文库
大模型实验室为您筛选顶会/顶刊的高质量论文(例如 NIPS、ICLR、CVPR、ACL 等)。领域涵盖时序预测、视频分析、文生图、ComfyUI、物体检测跟踪等10+领域,提供结构化的论文解读,包括研究背景、核心创新点、技术细节、实验设计。
| 论文名称 | 期刊来源 | 作者 | 所属领域 | |
|---|---|---|---|---|
| 1 | Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization through Spare-Coding Transformer | 2025AAAI | Lei Su、Xiaochen Ma、Xuekang Zhu、Chaoqun Niu、Zeyu Lei、Ji-Zhe Zhou | AI图像篡改定位 |
| 2 | Generative Photography: Scene-Consistent Camera Control for Realistic Text-to-Image Synthesis | 2025CVPR | Yu Yuan, Xijun Wang, Yichen Sheng, Prateek Chennuri, Xingguang Zhang, Stanley Chan; | 图像生成 |
| 3 | CoTracker3: Simpler and Better Point Tracking by Pseudo-Labelling Real Videos | 2024CVPR | Nikita Karaev、Iurii Makarov1、Jianyuan Wang、Natalia Neverova1、Andrea Vedaldi、Christian Rupprecht | 视频点追踪 |
| 4 | DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation | arxiv | Zhijie Bao, Wei Chen, Shengze Xiao, Kuang Ren, Jiaao Wu, Cheng Zhong, Jiajie Peng, Xuanjing Huang, Zhongyu Wei | 垂类模型、微调、医疗健康 |
| 5 | LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant | 2025CVPR | Yikun Liu, Pingan Chen, Jiayin Cai, Xiaolong Jiang, Yao Hu, Jiangchao Yao, Yanfeng Wang, Weidi Xie | 生成式大型多模态模型(LMM)检索 |
| 6 | RobustSAM: Segment Anything Robustly on Degraded Images | 2024CVPR | Wei-Ting Chen, Yu-Jiet Vong, Sy-Yen Kuo, Sizhuo Ma, Jian Wang | 图像分割 |
| 7 | Attention Is All You Need | 2017NeurIPS | Ashish Vaswani,Noam Shazeer,Niki Parmar,Jakob Uszkoreit,Llion Jones,Aidan N. Gomez,Łukasz Kaiser | 机器翻译 |
| 8 | Self-Instruct: Aligning Language Models with Self-Generated Instructions | 2023ACL | Yizhong Wang,Yeganeh Kordi,Swaroop Mishra,Alisa Liu,Noah A. Smith,Daniel Khashab,Hannaneh Hajishirzi | 数据集构建 |
| 9 | Side Adapter Network for Open-Vocabulary Semantic Segmentation | 2023CVPR | Mengde Xu, Zheng Zhang, Fangyun Wei, Han Hu, Xiang Bai; | 计算机视觉、语义分割 |
| 10 | Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data | 2023EMNLP | Kashun Shum,Shizhe Diao,Tong Zhang | 思维链 |
更多论文持续更新...