mochi
Bubble wrap-like material could help insulate glass windows
Only five millimeters of this experimental material called MOCHI can shield your hand from a flame. Breakthroughs, discoveries, and DIY tips sent every weekday. A well-placed window can brighten a room with natural light and offer scenic views of the outside world. Buildings consume around 40 percent of society's energy production, and much of that energy is wasted due to poor insulation in the winter and too much heat retention during the summer. Even the most eco-friendly windows inevitably add to this energy drain.
Hard Negative Mixing for Contrastive Learning
ImageNet-100 labels, to define the positive samples. In Figure 1, we track the proxy task performance when progressively moving from MoCo to MoCo-v2, i.e . Figure 1 are for the same τ = 0 .2 . B.2 Hard negative mixing variants not discussed in the main text While developing MoCHi, we considered a number of different mixing strategies in feature space. We found the two strategies presented in Sections 4.1 and 4.2 of the main paper to For MoCHi, the "top" negatives are defined via the negative For MoCHi, in Section 4.2 we propose to synthesize MoCHi samples according to the percentage of the query they have.
- North America > Canada (0.04)
- Europe > France > Auvergne-Rhône-Alpes > Isère > Grenoble (0.04)
- Europe > France > Auvergne-Rhône-Alpes > Isère > Grenoble (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
Hard Negative Mixing for Contrastive Learning
ImageNet-100 labels, to define the positive samples. In Figure 1, we track the proxy task performance when progressively moving from MoCo to MoCo-v2, i.e . Figure 1 are for the same τ = 0 .2 . B.2 Hard negative mixing variants not discussed in the main text While developing MoCHi, we considered a number of different mixing strategies in feature space. We found the two strategies presented in Sections 4.1 and 4.2 of the main paper to For MoCHi, the "top" negatives are defined via the negative For MoCHi, in Section 4.2 we propose to synthesize MoCHi samples according to the percentage of the query they have.
- North America > Canada (0.04)
- Europe > France > Auvergne-Rhône-Alpes > Isère > Grenoble (0.04)
- Europe > France > Auvergne-Rhône-Alpes > Isère > Grenoble (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)