stoneyang

import tensorflow as tf
import numpy as np

def smoothed_metric_loss(input_tensor, name='smoothed_triplet_loss', margin=1):
    '''
    input_tensor: require a tensor with predefined dimensions (No None dimension)
                  Every two consecutive vectors must be a positive pair. There
                  should not be more than one pair from each class.
    '''
    with tf.variable_scope(name):

stoneyang

import torch
import torch.nn as nn
import numpy as np
import torch.optim as optim
from torch.autograd import Variable

# (1, 0) => target labels 0+2
# (0, 1) => target labels 1
# (1, 1) => target labels 3
train = []

stoneyang

# Copyright 2015 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,

stoneyang

##Sequence to Sequence -- Video to Text

Paper : ICCV 2015 PDF

Download Model: S2VT_VGG_RGB_MODEL (333MB)

Project Page

Description

stoneyang

Binxing Fang, http://en.wikipedia.org/wiki/Fang_Binxing
方滨兴,中国工程院院士,北京邮电大学教授,中国科学院计算技术研究所网 络方向首席科学家。

Gang Xiong, http://rd.springer.com/search?facet-author=%22Gang+Xiong%22
熊刚, 高级工程师, 研究方向为信息安全。E-mail: xionggang@ict.ac.cn。

Weili Han, http://crypto.fudan.edu.cn/people/weili/
韩伟力, http://homepage.fudan.edu.cn/wlhan/en

This is just my personal gist clip. 

stoneyang

#!/usr/bin/expect
set timeout 60

spawn /usr/bin/ssh -D 7070 -g username@yourserver.com
#这里的 username 为你自己的用户名，yourserver.com 为你自己的服务器域名或ip
expect {
"password:" {
send "password\r"
#将第二个 password 改为你自己的密码
}