wget http://vision.soic.indiana.edu/wp/wp-content/uploads/graphunet.tar.gz tar -xvf graphunet.tar.gz python Graph.py \ --input_file ./datasets/fhad/ \ --test \ --batch_size 64 \ --model_def GraphUNet \ --gpu \ --gpu_number 0 \ --pretrained_model ./checkpoints/graphunet/...
最后,可以得到Graph-based Attention 的 context vector(至于在何处使用 \boldsymbol{c}_{j} ,本文没有做进一步说明,可能是在解码第 j 个句子时用作额外输入): Model Training 与大多的encoder-decoder模型类似,本模型同样采用负对数似然函数作为损失函数: 其中, Decoding 在解码时,本文针对摘要生成的四个关键性问...
it is frequent for text corpora and knowledge bases to provide complementary views on a common topic. While, traditionally, the retrieval unit was the document, modern search engines have evolved to also retrieve entities and to provide direct answers to the information needs of the...
model perspective, previous models can hardly capture the long-term dependency of student exercise history, and cannot model the interactions between student-questions, and student-skills in a consistent way. In this paper, we propose a Graph-based Interaction model for Knowledge Tracing (GIKT) to...
②调用 xd = motion_model(xd, ud) ,在观测数据基础上添加噪声(轨迹和控制都有噪声),用上一时刻的轨迹、真实轨迹和控制量和路标会产生下一个观测。实际应用中,观测比较复杂。观测数据通常来自各种传感器,如相机(单目、或双目)、imu、雷达、声纳、GPS 等,需要对传感器做标定,从不同传感器取回的数据还需要...
We created a call graph based model to store the profiling information. The graph G (V, E) consists of the vertices (V) representing classes and the edges (E) representing the method call between the dependent objects. The vertex weight is the cumulative execution time of the methods that ...
Model Optimization 使用交叉熵损失函数计算损失: 实验 Datasets Result Ablation Study In-depth Study 进一步地,论文展示了不同 GCN 模型下的效果比较: 另一方面,为了证明 DRAN 可以有效地用 DGCN 学习 POI 的分解表示,论文计算了两个数据集上,维数的相关性,并进行了可视化展示。可以看出,结果显示了四个明显的对角...
Collaborative Filtering (CF): 基于协同过滤的推荐系统,协同过滤算法是从相似度度量出发,考虑 user 或者 item 之间的相似度进行相关推荐,它比较常用的两种方法是基于内存(memory-based)和基于模型(model-based)的两种方法。 Content-based Filtering (CB):基于内容的推荐系统,与基于协同过滤从全局 user 和 item 的交...
一种从复杂的多层BIM模型中提取OGMs的方法,可以实现机器人路径规划和在室内无GPS信号的环境下自主导航。 一种高效的开源方法,用于将这些2D OGM转换为基于姿态图的地图,以实现精确的2D-LiDAR定位。 在三个精心设计的模拟场景中,对各种最先进的2D LiDAR定位算法进行了广泛的定量比较,这些场景具有不同水平的Scan-BIM偏...
lmdeploy serve api_server work_dirs/internvl_chat_v2_5/internvl2_5_8b_dynamic_res_2nd_finetune_lora_unfreeze_llm_backbone_mlp_v2_merge --backend turbomind --model-name internvl2.5-local --api-keys 1234567890 --server-port 23333 lmdeploy serve api_server models/OpenGVLab/InternVL2_5-8B ...