![]() Web-scale training for face identification. Learning to compare: Relation network for few-shot learning. Prototypical networks for few-shot learning. Facenet: A unified embedding for face recognition and clustering. Shifting inductive bias with success-story algorithm, adaptive levin search, and incremental self-improvement. Weinberger, editors, ICML, volume 48 of Proceedings of Machine Learning Research, pages 1842-1850, New York, New York, USA, 20. Meta-learning with memory-augmented neural networks. Meta-learning for semi-supervised few-shot classification. Optimization as a model for few-shot learning. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017, Valencia, Spain, pages 44-53, 2017. When is multitask learning effective? Semantic sequence prediction under varying data conditions. Film: Visual reasoning with a general conditioning layer. Learning visual reasoning without strong priors. ![]() Rapid adaptation with conditionally shifted neurons. Human-level concept learning through probabilistic program induction. One-shot learning by inverting a compositional causal process. Learning multiple layers of features from tiny images. Berikut contoh interjection: Oh, what a beautiful house Well, it’s time to say good night. In ICML Deep Learning Workshop, volume 2, 2015. Dilansir dari Merriam-Webster, kata seru atau interjection adalah kata atau frasa yang secara grammar terpisah dari kata-kata sekitarnya dan biasanya digunakan untuk mengungkapkan perasaan atau ekspresi. Siamese neural networks for one-shot image recognition. In NIPS Deep Learning and Representation Learning Workshop, 2015. Distilling the knowledge in a neural network. Deep residual learning for image recognition. Dimensionality reduction by learning an invariant mapping. Model-agnostic meta-learning for fast adaptation of deep networks. Object classification from a single example utilizing class relevance metrics. A learned representation for artistic style. Discriminative k-shot learning using probabilistic models. We confirm these results on another few-shot dataset that we introduce in this paper based on CIFAR100. The resulting few-shot learning model based on the task-dependent scaled metric achieves state of the art on mini-Imagenet. Moreover, we propose and empirically test a practical end-to-end optimization procedure based on auxiliary task co-training to learn a task-dependent metric space. We further propose a simple and effective way of conditioning a learner on the task sample set, resulting in learning a task-dependent metric space. Metric scaling provides improvements up to 14% in accuracy for certain metrics on the mini-Imagenet 5-way 5-shot classification task. ![]() ![]() Our analysis reveals that simple metric scaling completely changes the nature of few-shot algorithm parameter updates. In this work, we identify that metric scaling and metric task conditioning are important to improve the performance of few-shot algorithms. Few-shot learning has become essential for producing models that generalize from few examples. ![]()
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![]() ![]() While we were going through the exposed named device objects by the kernel drivers installed, we noticed something interesting. Module: eedDiskEncryptionDriver.sys v11.1.3īefore discussing the two interesting input/output control requests (IOCTLs) and some associated code snippets, we need to focus on the practice that ultimately allows any user to take advantage of the disk read/write capabilities of the kernel driver under examination. ![]()
![]() ![]() The always dangerous 13th-seed UCLA and 4th-seed Michigan will likely be the opponents for the Golden Bears in the regional final on April 3rd, barring surprises. Tickets on sale for Big 12 Gymnastics Championship Tickets for the 2020 Big 12 Conference Gymnastics Championship, to be held at the WVU Coliseum on Saturday, March 21, at 7 p.m. Cal will first need to be the top two teams amongst 12th-seed BYU, Ohio State, and Towson to earn a spot in the Regional Final. The full list of teams at the Morgantown Regional is below. ![]() 10 Michigan State, Western Michigan, and West Virginia. Freshman Faith Torrez became the 10th OU gymnast to be named Big 12 Newcomer of the Year, joining teammates Smith (2020) and senior Olivia Trautman (2019) as current Sooners to have won the. The top four teams from the semifinals will advance to the recently reduced championship “Final Four” (down from the old “Super Six” format). DENVER University of Denver gymnast and sophomore Jessica Hutchinson was named the 2022 Big 12 Conference Gymnast of the Year, the conference announced on Saturday. 7 California womens gymnastics team begins its journey to the NCAA Championship at the Pittsburgh Regional semifinal on Friday at 11 a.m. The top 8 teams in the country will then compete at the NCAA Women’s Gymnastics Championships on April 16-17, 2021 from Dickies Arena in Fort Worth, TX. The one-day event returns to Maverik Center in West Valley City, Utah on Saturday, March 19, with two championship sessions determining the Conference champion. The Regionals will take place April 1st to 3rd. 2022 BIG 12 GYMNASTICS CHAMPIONSHIP TICKETS Lower Bowl Tickets: 20 Upper Bowl Tickets: 12 All tickets are for reserved seats. Tickets can be purchased onlineor by calling the Ritchie Center Box Office at 30. ![]() The 36-team NCAA Women’s Gymnastics field was announced on Monday afternoon with the four regionals being Athens, Georgia (with top-overall seed Florida), Salt Lake City (with host Utah as the 6th seed and LSU as the 3rd seed), and Tuscaloosa, Alabama (with second-overall seed Oklahoma). Competition is set for Saturday, March 19, at 5 p.m. The Big 12 currently has four womens gymnastics membersfull members Iowa State, Oklahoma, and West Virginia, plus Denver, an affiliate since the 201516 season. The Cal Bears will aim to be one of two teams to make it out of the Morgantown, West Virginia Regional to make the NCAA “Elite Eight”. ![]() ![]() ![]() Save the maximum amount of Albion citizens. Unlock all of the chests on the Road To Rule. Get a 15,000 gold bounty placed on your head. Remodel 5 different houses by changing the furniture.īuild a property empire worth 2,000,000 gold.Īs ruler of Albion, get married 6 times and kill 2 of your spouses. Use touch expressions to interact with 20 different people. Play in each town as a 5 star lute player. Score 2000 on the Mourningwood Fort mortar game. Have a child with another Xbox LIVE player.Įnter into a business partnership with another Xbox LIVE player.Įarn 1,000 gold in henchman wages in another Hero's world. Wear a full set of clothing intended for the opposite sex.ĭye each part of an outfit you're wearing a different colour and have long hair. They won’t all appear in your world, so trade with other Heroes! Send an enemy flying into the air and kill him while he's airborne.įully upgrade your Melee, Ranged, and Magic abilities on the Road to Rule.Ĭomplete Fable III without being knocked out in combat.Ĭomplete 3 unique upgrades on one of the legendary weapons found around Albion.Ĭollect all 50 Silver Keys and 4 Gold Keys.Ĭollect all 30 rare books for the Brightwall Academy.Ĭollect all 50 legendary weapons. Kill enemies with melee, ranged and spell attacks. Perform a royal judgement while dressed as a chicken.Ĭombine two gauntlets to cast a "woven" spell. Help the celebrated thespians Lambert and Pinch put on the world's greatest play. Make sure Max and Sam get home in time for tea. This is where you *spoiler* the great, big *spoiler* and then it all *spoiler*. Once Walter is dead you will have concluded Fable III. He doesn't use anything special, so any combination of melee, guns, or spells will be enough to heavily damage him. ![]() Upon changing to another window, the game mutes all sounds.For the final battle you will need to kill Walter. Tested using Razer Surround 7.1 virtualisation and confirmed using Special K. This is a super slick example of the genre and if you’ve. The game is playable using a keyboard and a controller at the same time. A charming, Viking platformer that sees you exploring vast, colorful worlds, solving puzzles and trying to get into Valhalla. Tested with a wired Xbox One controller (model 1708). Tested using a custom resolution of 2560x1080.Ĭhanging the language of the game results in the change being reverted.
![]() ![]() Some airports and ANSPs have worked hard, especially in the initial phase of the pandemic. “Airlines started burning through the cash as soon as flights were grounded but, generally speaking, airports and ANSPs are monopolies, they aren’t used to controlling costs, and they never tried to adjust to the new market realities.” Hemant Mistry, IATA’s Director, Global Airport Infrastructure and Fuel, says that industry partners simply haven’t faced the same sense of urgency as airlines. The scene is set for on-going conflicts of interest between ANSPs and airlines, with ever greater pressure on ANSPs to cut cost at precisely the time when they need to invest in both human and physical capital to enhance the future flexibility and scalability of air navigation services.IATA has warned that high airport and air navigation service provider (ANSP) charges will damage the industry recovery and keep airlines mired in a financial crisis for years ahead.redundancies, pay cuts and suspension of training) others have relied on constructive, co-operative, and continuous social dialogue. Whilst some ANSPs have imposed policies with detrimental effects on air traffic staff (e.g.Commercialised ANSPs have experienced greater conflict with airlines over charges and staff over restructuring. different combinations of public/general taxation and private/user pays financing). ![]() There is clear evidence of different responses to the pandemic from ANSPs based on their model of financing (e.g.ANSPs have only survived the pandemic because of loans from the state and/or financial institutions, combined with significant changes to staffing levels, shift arrangements, recruitment and training, remuneration and other conditions of employment.For example, skills can be eroded during prolonged periods of low traffic and ANSPs can struggle to restore capacity when demand eventually picks up. COVID-19 has highlighted the importance of both personal resilience of staff and organisational resilience.COVID-19 is unlike any previous global crisis to befall the civil aviation industry, both in terms of depth (collapse of traffic) and duration.To ensure organisational resilience, on-going investment by ANSPs in recruitment and training, based on long-term planning to accommodate pro-cyclical demand, is a necessity.Social dialogue – including all types of negotiation and consultation between relevant parties – is essential to (re)build social support and resilience within ANSPs as well as the capacity to manage organisational change and future external disruption more effectively.Plane tickets should be transparent with all service costs identified so that passengers understand the ‘real cost’ of flying in terms of safety, environmental impact, and maintaining high social standards. Any system of user charges should include provision for ANSPs to accumulate a reserve fund to ensure financial resilience when faced with any future crises. Policymakers need to reconsider the business models of ANSPs, who should pay for the use of airspace, and how they pay for what is ultimately an invaluable but invisible service.The minimum level of service and staffing should be funded by the state through general taxation. The pandemic has demonstrated the ‘public good’ nature of ANS. ![]() ![]() ![]() Top Software Keywords Show more Show lessįileSalvage disk recovery recover disk recovery data recovery software recover data recovery software hard drive data recovery hard disk data recovery - Download Notice recover data from external hard drive mac.disk recovery tool disk recovery data recovery software recover data recovery software hard drive data recovery hard disk data recovery.disk recovery disk recovery data recovery software recover data recovery software hard drive data recovery hard disk data recovery.disk recovery file recovery disk recovery data recovery software recover data recovery software hard drive data recovery hard disk data recovery.disk recovery disk disk recovery data recovery software recover data recovery software hard drive data recovery hard disk data recovery.disk recovery recover disk recovery data recovery software recover data recovery software hard drive data recovery hard disk data recovery.In addition, we also believe that creativity can flourish in a space devoted to ethical practices and solutions. 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Pozar).Impedance Matching and the Smith Chart: The Fundamentals (Microwave Engineering, 4th edition, David M. The slotted line of the manufacturer Festo. And knowing the reflection coefficient we can find the load impedance. The voltage minimum repeats every half wavelength. The voltage minimum should occur when e ( θ – 2 β l ) = – 1, s o θ = π – 2 β l m i n. So, the reflection coefficient of the transmission line is | Г | = S W R – 1 S W R + 1 , where the SWR is the standing wave ratio. Let’s assume that we measured the SWR and l m i n, the distance to the first voltage minimum across the terminated line. This allows us to determine the load impedance, and as the load impedance is the complex number, then the slotted line should measure two quantities.įigure 2 depicts the usual slotted line. Below are examples of how to use the Smith Chart with real components.Ī slotted line, used in the RF measurements, consists of a probe (waveguide or coaxial line), allowing the sampling of the electric field amplitude of the standing wave of the terminated line. The Smith Chart usually has both impedance and admittance scales. The Smith Chart can also be used for resolving admittance of the transmission line, as admittance and impedance are related to each other. The rotation angles of the plot are related to the wavelength of the transmission line. This result is similar to the normalised impedance, the difference is only in the rotating angle of the plot. The Smith Chart can be very useful to resolve graphically the transmission line equation, so the input impedance of the transmission line is: Z i n = Z 0 1 + Г e – 2 j β l 1 – Г e ( – 2 j β l, where Г is the reflection coefficient of the transmission line and l is the length of the transmission line. ![]() We can see that all the reactance circles lie on the vertical line Г r = 1 , and all the resistance circles lie on the horizontal line Г i = 0. These equations can be rearranged to represent the resistance and reactance circles on the Smith Chart: Г r – r L ( 1 + r L ) 2 + Г i 2 = 1 ( 1 + r L ) 2, ( Г r – 1 ) 2 + ( Г i – 1 x L ) 2 = ( 1 x L ) 2. Resolving the real and imaginary parts of impedance are: r L = 1 – Г r 2 – Г i 2 ( 1 – Г r ) 2 + Г i 2, x L = 2 Г i ( 1 – Г r ) 2 + Г i 2. ![]() r L + j x L = 1 + Г r + j Г i 1 – Г r – j Г i. So let’s represent the reflection coefficient and load resistance as complex values: Г = Г r + j Г i, z L = r L + j x L. So the reflection coefficient Г = z L – 1 z L + 1 = | Г | e j θ, here z L = Z L Z 0, or z L = 1 + | Г | e j θ 1 + | Г | e j θ.Īt the beginning of the RF and Microwave course we showed that all the quantities can be represented with their real and imaginary parts. Regarding the impedance, it is better to use normalised quantities z = Z Z 0, where is an impedance, Z 0 is a lossless transmission line impedance. To do so, impedance or admittance circles should be depicted in the chart. A useful aim of the Smith Chart is that it can convert reflection coefficients to the normal impedances and reverse. ![]() And θ is the angle between the reflection coefficient vector and the chart horizontal diameter, -180<θ<180. The reflection coefficient is in the polar form Г = | Г | e j θ, where | Г | is the reflection coefficient magnitude radius from the plot centre. The Smith Chart is based on the polar system of the voltage reflection coefficient Г. Smith, and despite of being developed so long ago, it is still in use and is the most famous and helpful tool among engineers. It is a very useful tool for solving the problems of RF engineers with regards to transmission lines. ![]() ![]() 9, the army golden Knights Para-chute team delivered the game ball to Bridgeforth stadiumįor JMU’s game against the Univer-sity of Maine. The monument dedication was preceded by Harrisonburg’s annual Veterans day Parade, which also featured the March-ing royal dukes. i came out today to support the local veterans.” ![]() “it was a remarkable show and great support from the community. JMU student timothy norville, an army veteran who served in afghanistan and iraq, said it is important to remember past events that led to the freedoms that ameri-cans enjoy and that the event was a fitting tribute. In addition to speeches, the ceremony featured music from the Marching royal dukes, a ribbon cutting, reading of a resolution and a performance by the U.s. Your service is definitely marked by self-sacrifice, making you heroes in the truest sense of the word.” Goodlatte thanked local veterans, telling them they “are part of a long and distinguished list of brave, patriotic men and women who’ve helped to liberate victims of oppres-sion, spread freedom and democracy across the world, and preserve the freedoms that our nation was built on. Congressman Bob goodlatte (r-Va.), Harrisonburg Mayor Kai degner (’03, ’05M) and rock-ingham County supervisor Michael Breeden, said he also hopes the memorial reminds people “that somewhere in the world there is a solitary soldier that is standing as a guardian for our democracy, and for that, we should all be grateful.” rose, who was joined on the stage by U.s. rose during opening remarks inside the JMU softball stadium. ![]() The memorial, built near the entrance to new softball and baseball fields at Memorial Hall, is “a visual reminder of those who gave their lives for us and our way of life,” said JMU President Linwood H. 8 of a new memorial honoring Harrisonburg and rockingham County veterans who died in foreign wars. JMU joined local observances honoring america’s military veterans in early november, culminating with the dedica-tion on nov. PurplepatriotismJMU teams up with local veteransīy Eric Gorton (’86, ’09M) and Janet Smith (’81) ![]() ![]() The best time to fertilize is when the plant has finished blooming. Typically they are fertilized with nitrogen and phosphorus as well. Tangerines, like most citrus plants, need a lot of potassium. This can happen if you have been raining a lot or living near bodies of water where the soil is saturated. If you use an overhead sprinkler, make sure that the roots are not soggy and in danger of rotting to death because the ground is too saturated with moisture. They need a deep watering about once per week. The best time for planting tangerine seeds is during the fall, when days are shorter but still long enough for good sunlight exposure. They prefer full sunlight, so be sure not to plant them under other trees or plants that will block the sun from reaching their leaves and fruit. It should also have all five true leaves visible at this stage: thick, glossy green leaflets that grow opposite each other. The tangerine seedling will emerge from the ground in about one month with a robust root system and no signs of soil on its roots or trunk. If growing your tangerines indoors, make sure they have enough light, and don't forget to water them regularly. If you are planting them in a garden bed, be sure to give plenty of space for root growth with well-drained soil/compost mix or use an underlayment if necessary (such as aerated clay pebbles). If you are growing your tangerines outside in a pot or container, make sure that they have plenty of space for the vine to grow and that the pot has good drainage. The seed should then be placed about ½ inch into the soil/compost mix with approximately ¼ to ½ of it exposed above ground level. You will also need to cut off any excess pulp, peel, and pith before planting. The seed coats should peel off easily after soaking, but it can be tricky, so use a little soap if needed. Once you have your seeds, soak them in water for about 24 hours to help loosen the tough outer layer before planting them. Take care due to the rough skin on the fruit and avoid any that are bruised or damaged. The fruit should be fully ripe and feel heavier than its size would suggest, with a gelatinous seed mass inside when squeezed gently. If you are unsure of the quality or type, use a few more than required if some do not germinate. You will need to gather seeds from an adult tangerine tree. How do you propagate tangerines from seeds? This makes gardening with these plants a lot easier than other types of indoor or outdoor planting. The tangerine is an exception it will grow and produce fruit, even when planted outside during the winter months. Most citrus trees must be grown in containers because they can't tolerate cold. They require a frost to bloom and fruit well. ![]() These are cold-hardy citrus trees because they can withstand temperatures as low as 20 ☏ (-12 ☌). Tangerines grow in the winter months, specifically December through March. Tangerines need plenty of fertilizer throughout the growing season, including high nitrogen and potassium levels for vigorous growth. The seedlings will need at least one inch of water each week to stay healthy. ![]() Tangerine seeds should be planted in the soil during late winter or early spring, so they can grow plenty of roots before summertime when citrus plants require lots of water to thrive. Tangerines are a member of the mandarin family and have similar needs. The plants require full sun exposure or at least six hours each day. Tangerines thrive in coastal areas, though they will grow well on other types of soil as well. Growing tangerine trees from seeds is a rewarding project with plenty of benefits for the gardener. Tangerines are an uncommon fruit and can be expensive to purchase. The kind of soil a tree grows in will affect this as well, with clay pots or heavy soils requiring deeper planting depths than lighter ones. The hardier citrus should be planted at least six inches deep, and the sensitive types need to be buried about three feet. Hardier oranges can grow in soil that is slightly colder than sensitive ones. The common citrus trees (oranges and tangerines) are classified as "hardy" or "sensitive". The depth of the hardy types should be around ¾ inch for planting, with grapefruit varieties requiring a bit more space. |