I haven't had this problem either. I've never even heard of it. Of the lighting that I use regularly, almost all of it is CFL or (lately) LED. I have almost no incandescent bulbs left.I I prefer the incandescent light in terms of colour, but I'll pass on thenot worth it to me for their greater power consumption.
For warm light, find lights with lower Kelvin (K) numbers. 3000 K is pretty cold, white, blue light; 5000 K is very cold lighting, 2700 is warmer light (although I'd take these measurements with a bag of salt between manufactures, but they're better than nothing).
My bigger issue is flicker of the LED bulbs. I'd definitely avoid no-name brand bulbs. I also write the date of installation on the bulb with a sharpie marker (obviously not on the part that's lit, or the part that conducts electricity). Use the warranties, that's why they're there.
Addendum: The style of your pictured light is typically referred to as an "Edison light", in reference to its old-style characteristics (i.e. looks like an ancient incandescent light - apparently Edison originally used bamboo for filaments, according to the Edison museum down in Florida). Perhaps these style of lights don't last as long, or have more issues? I have similar Edison style "chandelier" lights in my bathroom (so higher than average moister) and outside (cold, winter weather). They've been there for around 18 months without issues. Both sets of bulbs are NOMA brand, but they're really just a re-packager. I like the Edison lights for their much warmer light and atmosphere, but they don't get bright enough (yet) for task or reading lighting for me.